diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index d640b39e0a..fe56354e7d 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -31,7 +31,7 @@ jobs:
         token: ${{ steps.token.outputs.token }}
         fetch-depth: 0
     - name: Prepare release
-      uses: getsentry/craft@fd370d4d54bec9ff07f909d88a3c4aec6f0ba22b # v2
+      uses: getsentry/craft@beea4aba589c66381258cbd131c5551ae8245b82 # v2
       env:
         GITHUB_TOKEN: ${{ steps.token.outputs.token }}
       with:
diff --git a/.github/workflows/test-integrations-agents.yml b/.github/workflows/test-integrations-agents.yml
index 2ca67de7a0..a05649a5f0 100644
--- a/.github/workflows/test-integrations-agents.yml
+++ b/.github/workflows/test-integrations-agents.yml
@@ -17,6 +17,9 @@ concurrency:
   cancel-in-progress: true
 permissions:
   contents: read
+  actions: read
+  pull-requests: write
+  statuses: write
 env:
   BUILD_CACHE_KEY: ${{ github.sha }}
   CACHED_BUILD_PATHS: |
@@ -69,21 +72,13 @@ jobs:
         run: |
           coverage combine .coverage-sentry-*
           coverage xml
-      - name: Upload coverage to Codecov
+      - name: Parse and Upload Coverage
         if: ${{ !cancelled() }}
-        uses: codecov/codecov-action@v5.5.2
+        uses: getsentry/codecov-action@main
         with:
-          token: ${{ secrets.CODECOV_TOKEN }}
+          token: ${{ secrets.GITHUB_TOKEN }}
           files: coverage.xml
-          # make sure no plugins alter our coverage reports
-          plugins: noop
-          verbose: true
-      - name: Upload test results to Codecov
-        if: ${{ !cancelled() }}
-        uses: codecov/test-results-action@v1
-        with:
-          token: ${{ secrets.CODECOV_TOKEN }}
-          files: .junitxml
+          junit-xml-pattern: .junitxml
           verbose: true
   check_required_tests:
     name: All Agents tests passed
diff --git a/.github/workflows/test-integrations-ai-workflow.yml b/.github/workflows/test-integrations-ai-workflow.yml
index d8ca4dff84..7cd4cb86df 100644
--- a/.github/workflows/test-integrations-ai-workflow.yml
+++ b/.github/workflows/test-integrations-ai-workflow.yml
@@ -17,6 +17,9 @@ concurrency:
   cancel-in-progress: true
 permissions:
   contents: read
+  actions: read
+  pull-requests: write
+  statuses: write
 env:
   BUILD_CACHE_KEY: ${{ github.sha }}
   CACHED_BUILD_PATHS: |
@@ -73,21 +76,13 @@ jobs:
         run: |
           coverage combine .coverage-sentry-*
           coverage xml
-      - name: Upload coverage to Codecov
+      - name: Parse and Upload Coverage
         if: ${{ !cancelled() }}
-        uses: codecov/codecov-action@v5.5.2
+        uses: getsentry/codecov-action@main
         with:
-          token: ${{ secrets.CODECOV_TOKEN }}
+          token: ${{ secrets.GITHUB_TOKEN }}
           files: coverage.xml
-          # make sure no plugins alter our coverage reports
-          plugins: noop
-          verbose: true
-      - name: Upload test results to Codecov
-        if: ${{ !cancelled() }}
-        uses: codecov/test-results-action@v1
-        with:
-          token: ${{ secrets.CODECOV_TOKEN }}
-          files: .junitxml
+          junit-xml-pattern: .junitxml
           verbose: true
   check_required_tests:
     name: All AI Workflow tests passed
diff --git a/.github/workflows/test-integrations-ai.yml b/.github/workflows/test-integrations-ai.yml
index 380acee799..0b305a3775 100644
--- a/.github/workflows/test-integrations-ai.yml
+++ b/.github/workflows/test-integrations-ai.yml
@@ -17,6 +17,9 @@ concurrency:
   cancel-in-progress: true
 permissions:
   contents: read
+  actions: read
+  pull-requests: write
+  statuses: write
 env:
   BUILD_CACHE_KEY: ${{ github.sha }}
   CACHED_BUILD_PATHS: |
@@ -89,21 +92,13 @@ jobs:
         run: |
           coverage combine .coverage-sentry-*
           coverage xml
-      - name: Upload coverage to Codecov
+      - name: Parse and Upload Coverage
         if: ${{ !cancelled() }}
-        uses: codecov/codecov-action@v5.5.2
+        uses: getsentry/codecov-action@main
         with:
-          token: ${{ secrets.CODECOV_TOKEN }}
+          token: ${{ secrets.GITHUB_TOKEN }}
           files: coverage.xml
-          # make sure no plugins alter our coverage reports
-          plugins: noop
-          verbose: true
-      - name: Upload test results to Codecov
-        if: ${{ !cancelled() }}
-        uses: codecov/test-results-action@v1
-        with:
-          token: ${{ secrets.CODECOV_TOKEN }}
-          files: .junitxml
+          junit-xml-pattern: .junitxml
           verbose: true
   check_required_tests:
     name: All AI tests passed
diff --git a/.github/workflows/test-integrations-cloud.yml b/.github/workflows/test-integrations-cloud.yml
index d3a2526ff7..d57034d4e3 100644
--- a/.github/workflows/test-integrations-cloud.yml
+++ b/.github/workflows/test-integrations-cloud.yml
@@ -17,6 +17,9 @@ concurrency:
   cancel-in-progress: true
 permissions:
   contents: read
+  actions: read
+  pull-requests: write
+  statuses: write
 env:
   BUILD_CACHE_KEY: ${{ github.sha }}
   CACHED_BUILD_PATHS: |
@@ -85,21 +88,13 @@ jobs:
         run: |
           coverage combine .coverage-sentry-*
           coverage xml
-      - name: Upload coverage to Codecov
+      - name: Parse and Upload Coverage
         if: ${{ !cancelled() }}
-        uses: codecov/codecov-action@v5.5.2
+        uses: getsentry/codecov-action@main
         with:
-          token: ${{ secrets.CODECOV_TOKEN }}
+          token: ${{ secrets.GITHUB_TOKEN }}
           files: coverage.xml
-          # make sure no plugins alter our coverage reports
-          plugins: noop
-          verbose: true
-      - name: Upload test results to Codecov
-        if: ${{ !cancelled() }}
-        uses: codecov/test-results-action@v1
-        with:
-          token: ${{ secrets.CODECOV_TOKEN }}
-          files: .junitxml
+          junit-xml-pattern: .junitxml
           verbose: true
   check_required_tests:
     name: All Cloud tests passed
diff --git a/.github/workflows/test-integrations-common.yml b/.github/workflows/test-integrations-common.yml
index 244c336e8f..9b333435bd 100644
--- a/.github/workflows/test-integrations-common.yml
+++ b/.github/workflows/test-integrations-common.yml
@@ -17,6 +17,9 @@ concurrency:
   cancel-in-progress: true
 permissions:
   contents: read
+  actions: read
+  pull-requests: write
+  statuses: write
 env:
   BUILD_CACHE_KEY: ${{ github.sha }}
   CACHED_BUILD_PATHS: |
@@ -65,21 +68,13 @@ jobs:
         run: |
           coverage combine .coverage-sentry-*
           coverage xml
-      - name: Upload coverage to Codecov
+      - name: Parse and Upload Coverage
         if: ${{ !cancelled() }}
-        uses: codecov/codecov-action@v5.5.2
+        uses: getsentry/codecov-action@main
         with:
-          token: ${{ secrets.CODECOV_TOKEN }}
+          token: ${{ secrets.GITHUB_TOKEN }}
           files: coverage.xml
-          # make sure no plugins alter our coverage reports
-          plugins: noop
-          verbose: true
-      - name: Upload test results to Codecov
-        if: ${{ !cancelled() }}
-        uses: codecov/test-results-action@v1
-        with:
-          token: ${{ secrets.CODECOV_TOKEN }}
-          files: .junitxml
+          junit-xml-pattern: .junitxml
           verbose: true
   check_required_tests:
     name: All Common tests passed
diff --git a/.github/workflows/test-integrations-dbs.yml b/.github/workflows/test-integrations-dbs.yml
index d565203253..b1dadb0ca5 100644
--- a/.github/workflows/test-integrations-dbs.yml
+++ b/.github/workflows/test-integrations-dbs.yml
@@ -17,6 +17,9 @@ concurrency:
   cancel-in-progress: true
 permissions:
   contents: read
+  actions: read
+  pull-requests: write
+  statuses: write
 env:
   BUILD_CACHE_KEY: ${{ github.sha }}
   CACHED_BUILD_PATHS: |
@@ -105,21 +108,13 @@ jobs:
         run: |
           coverage combine .coverage-sentry-*
           coverage xml
-      - name: Upload coverage to Codecov
+      - name: Parse and Upload Coverage
         if: ${{ !cancelled() }}
-        uses: codecov/codecov-action@v5.5.2
+        uses: getsentry/codecov-action@main
         with:
-          token: ${{ secrets.CODECOV_TOKEN }}
+          token: ${{ secrets.GITHUB_TOKEN }}
           files: coverage.xml
-          # make sure no plugins alter our coverage reports
-          plugins: noop
-          verbose: true
-      - name: Upload test results to Codecov
-        if: ${{ !cancelled() }}
-        uses: codecov/test-results-action@v1
-        with:
-          token: ${{ secrets.CODECOV_TOKEN }}
-          files: .junitxml
+          junit-xml-pattern: .junitxml
           verbose: true
   check_required_tests:
     name: All DBs tests passed
diff --git a/.github/workflows/test-integrations-flags.yml b/.github/workflows/test-integrations-flags.yml
index c571a14877..dded26658a 100644
--- a/.github/workflows/test-integrations-flags.yml
+++ b/.github/workflows/test-integrations-flags.yml
@@ -17,6 +17,9 @@ concurrency:
   cancel-in-progress: true
 permissions:
   contents: read
+  actions: read
+  pull-requests: write
+  statuses: write
 env:
   BUILD_CACHE_KEY: ${{ github.sha }}
   CACHED_BUILD_PATHS: |
@@ -77,21 +80,13 @@ jobs:
         run: |
           coverage combine .coverage-sentry-*
           coverage xml
-      - name: Upload coverage to Codecov
+      - name: Parse and Upload Coverage
         if: ${{ !cancelled() }}
-        uses: codecov/codecov-action@v5.5.2
+        uses: getsentry/codecov-action@main
         with:
-          token: ${{ secrets.CODECOV_TOKEN }}
+          token: ${{ secrets.GITHUB_TOKEN }}
           files: coverage.xml
-          # make sure no plugins alter our coverage reports
-          plugins: noop
-          verbose: true
-      - name: Upload test results to Codecov
-        if: ${{ !cancelled() }}
-        uses: codecov/test-results-action@v1
-        with:
-          token: ${{ secrets.CODECOV_TOKEN }}
-          files: .junitxml
+          junit-xml-pattern: .junitxml
           verbose: true
   check_required_tests:
     name: All Flags tests passed
diff --git a/.github/workflows/test-integrations-gevent.yml b/.github/workflows/test-integrations-gevent.yml
index be01d7297e..525140dfa7 100644
--- a/.github/workflows/test-integrations-gevent.yml
+++ b/.github/workflows/test-integrations-gevent.yml
@@ -17,6 +17,9 @@ concurrency:
   cancel-in-progress: true
 permissions:
   contents: read
+  actions: read
+  pull-requests: write
+  statuses: write
 env:
   BUILD_CACHE_KEY: ${{ github.sha }}
   CACHED_BUILD_PATHS: |
@@ -65,21 +68,13 @@ jobs:
         run: |
           coverage combine .coverage-sentry-*
           coverage xml
-      - name: Upload coverage to Codecov
+      - name: Parse and Upload Coverage
         if: ${{ !cancelled() }}
-        uses: codecov/codecov-action@v5.5.2
+        uses: getsentry/codecov-action@main
         with:
-          token: ${{ secrets.CODECOV_TOKEN }}
+          token: ${{ secrets.GITHUB_TOKEN }}
           files: coverage.xml
-          # make sure no plugins alter our coverage reports
-          plugins: noop
-          verbose: true
-      - name: Upload test results to Codecov
-        if: ${{ !cancelled() }}
-        uses: codecov/test-results-action@v1
-        with:
-          token: ${{ secrets.CODECOV_TOKEN }}
-          files: .junitxml
+          junit-xml-pattern: .junitxml
           verbose: true
   check_required_tests:
     name: All Gevent tests passed
diff --git a/.github/workflows/test-integrations-graphql.yml b/.github/workflows/test-integrations-graphql.yml
index 20429390e8..322a95ff54 100644
--- a/.github/workflows/test-integrations-graphql.yml
+++ b/.github/workflows/test-integrations-graphql.yml
@@ -17,6 +17,9 @@ concurrency:
   cancel-in-progress: true
 permissions:
   contents: read
+  actions: read
+  pull-requests: write
+  statuses: write
 env:
   BUILD_CACHE_KEY: ${{ github.sha }}
   CACHED_BUILD_PATHS: |
@@ -77,21 +80,13 @@ jobs:
         run: |
           coverage combine .coverage-sentry-*
           coverage xml
-      - name: Upload coverage to Codecov
+      - name: Parse and Upload Coverage
         if: ${{ !cancelled() }}
-        uses: codecov/codecov-action@v5.5.2
+        uses: getsentry/codecov-action@main
         with:
-          token: ${{ secrets.CODECOV_TOKEN }}
+          token: ${{ secrets.GITHUB_TOKEN }}
           files: coverage.xml
-          # make sure no plugins alter our coverage reports
-          plugins: noop
-          verbose: true
-      - name: Upload test results to Codecov
-        if: ${{ !cancelled() }}
-        uses: codecov/test-results-action@v1
-        with:
-          token: ${{ secrets.CODECOV_TOKEN }}
-          files: .junitxml
+          junit-xml-pattern: .junitxml
           verbose: true
   check_required_tests:
     name: All GraphQL tests passed
diff --git a/.github/workflows/test-integrations-mcp.yml b/.github/workflows/test-integrations-mcp.yml
index 4496773d3a..4b576a897f 100644
--- a/.github/workflows/test-integrations-mcp.yml
+++ b/.github/workflows/test-integrations-mcp.yml
@@ -17,6 +17,9 @@ concurrency:
   cancel-in-progress: true
 permissions:
   contents: read
+  actions: read
+  pull-requests: write
+  statuses: write
 env:
   BUILD_CACHE_KEY: ${{ github.sha }}
   CACHED_BUILD_PATHS: |
@@ -69,21 +72,13 @@ jobs:
         run: |
           coverage combine .coverage-sentry-*
           coverage xml
-      - name: Upload coverage to Codecov
+      - name: Parse and Upload Coverage
         if: ${{ !cancelled() }}
-        uses: codecov/codecov-action@v5.5.2
+        uses: getsentry/codecov-action@main
         with:
-          token: ${{ secrets.CODECOV_TOKEN }}
+          token: ${{ secrets.GITHUB_TOKEN }}
           files: coverage.xml
-          # make sure no plugins alter our coverage reports
-          plugins: noop
-          verbose: true
-      - name: Upload test results to Codecov
-        if: ${{ !cancelled() }}
-        uses: codecov/test-results-action@v1
-        with:
-          token: ${{ secrets.CODECOV_TOKEN }}
-          files: .junitxml
+          junit-xml-pattern: .junitxml
           verbose: true
   check_required_tests:
     name: All MCP tests passed
diff --git a/.github/workflows/test-integrations-misc.yml b/.github/workflows/test-integrations-misc.yml
index efba0f670c..021d6cda79 100644
--- a/.github/workflows/test-integrations-misc.yml
+++ b/.github/workflows/test-integrations-misc.yml
@@ -17,6 +17,9 @@ concurrency:
   cancel-in-progress: true
 permissions:
   contents: read
+  actions: read
+  pull-requests: write
+  statuses: write
 env:
   BUILD_CACHE_KEY: ${{ github.sha }}
   CACHED_BUILD_PATHS: |
@@ -97,21 +100,13 @@ jobs:
         run: |
           coverage combine .coverage-sentry-*
           coverage xml
-      - name: Upload coverage to Codecov
+      - name: Parse and Upload Coverage
         if: ${{ !cancelled() }}
-        uses: codecov/codecov-action@v5.5.2
+        uses: getsentry/codecov-action@main
         with:
-          token: ${{ secrets.CODECOV_TOKEN }}
+          token: ${{ secrets.GITHUB_TOKEN }}
           files: coverage.xml
-          # make sure no plugins alter our coverage reports
-          plugins: noop
-          verbose: true
-      - name: Upload test results to Codecov
-        if: ${{ !cancelled() }}
-        uses: codecov/test-results-action@v1
-        with:
-          token: ${{ secrets.CODECOV_TOKEN }}
-          files: .junitxml
+          junit-xml-pattern: .junitxml
           verbose: true
   check_required_tests:
     name: All Misc tests passed
diff --git a/.github/workflows/test-integrations-network.yml b/.github/workflows/test-integrations-network.yml
index c36cd348f8..ee4579f50f 100644
--- a/.github/workflows/test-integrations-network.yml
+++ b/.github/workflows/test-integrations-network.yml
@@ -17,6 +17,9 @@ concurrency:
   cancel-in-progress: true
 permissions:
   contents: read
+  actions: read
+  pull-requests: write
+  statuses: write
 env:
   BUILD_CACHE_KEY: ${{ github.sha }}
   CACHED_BUILD_PATHS: |
@@ -73,21 +76,13 @@ jobs:
         run: |
           coverage combine .coverage-sentry-*
           coverage xml
-      - name: Upload coverage to Codecov
+      - name: Parse and Upload Coverage
         if: ${{ !cancelled() }}
-        uses: codecov/codecov-action@v5.5.2
+        uses: getsentry/codecov-action@main
         with:
-          token: ${{ secrets.CODECOV_TOKEN }}
+          token: ${{ secrets.GITHUB_TOKEN }}
           files: coverage.xml
-          # make sure no plugins alter our coverage reports
-          plugins: noop
-          verbose: true
-      - name: Upload test results to Codecov
-        if: ${{ !cancelled() }}
-        uses: codecov/test-results-action@v1
-        with:
-          token: ${{ secrets.CODECOV_TOKEN }}
-          files: .junitxml
+          junit-xml-pattern: .junitxml
           verbose: true
   check_required_tests:
     name: All Network tests passed
diff --git a/.github/workflows/test-integrations-tasks.yml b/.github/workflows/test-integrations-tasks.yml
index ead4ab0617..bab5ddf335 100644
--- a/.github/workflows/test-integrations-tasks.yml
+++ b/.github/workflows/test-integrations-tasks.yml
@@ -17,6 +17,9 @@ concurrency:
   cancel-in-progress: true
 permissions:
   contents: read
+  actions: read
+  pull-requests: write
+  statuses: write
 env:
   BUILD_CACHE_KEY: ${{ github.sha }}
   CACHED_BUILD_PATHS: |
@@ -100,21 +103,13 @@ jobs:
         run: |
           coverage combine .coverage-sentry-*
           coverage xml
-      - name: Upload coverage to Codecov
+      - name: Parse and Upload Coverage
         if: ${{ !cancelled() }}
-        uses: codecov/codecov-action@v5.5.2
+        uses: getsentry/codecov-action@main
         with:
-          token: ${{ secrets.CODECOV_TOKEN }}
+          token: ${{ secrets.GITHUB_TOKEN }}
           files: coverage.xml
-          # make sure no plugins alter our coverage reports
-          plugins: noop
-          verbose: true
-      - name: Upload test results to Codecov
-        if: ${{ !cancelled() }}
-        uses: codecov/test-results-action@v1
-        with:
-          token: ${{ secrets.CODECOV_TOKEN }}
-          files: .junitxml
+          junit-xml-pattern: .junitxml
           verbose: true
   check_required_tests:
     name: All Tasks tests passed
diff --git a/.github/workflows/test-integrations-web-1.yml b/.github/workflows/test-integrations-web-1.yml
index 599c524f0e..82632632e7 100644
--- a/.github/workflows/test-integrations-web-1.yml
+++ b/.github/workflows/test-integrations-web-1.yml
@@ -17,6 +17,9 @@ concurrency:
   cancel-in-progress: true
 permissions:
   contents: read
+  actions: read
+  pull-requests: write
+  statuses: write
 env:
   BUILD_CACHE_KEY: ${{ github.sha }}
   CACHED_BUILD_PATHS: |
@@ -95,21 +98,13 @@ jobs:
         run: |
           coverage combine .coverage-sentry-*
           coverage xml
-      - name: Upload coverage to Codecov
+      - name: Parse and Upload Coverage
         if: ${{ !cancelled() }}
-        uses: codecov/codecov-action@v5.5.2
+        uses: getsentry/codecov-action@main
         with:
-          token: ${{ secrets.CODECOV_TOKEN }}
+          token: ${{ secrets.GITHUB_TOKEN }}
           files: coverage.xml
-          # make sure no plugins alter our coverage reports
-          plugins: noop
-          verbose: true
-      - name: Upload test results to Codecov
-        if: ${{ !cancelled() }}
-        uses: codecov/test-results-action@v1
-        with:
-          token: ${{ secrets.CODECOV_TOKEN }}
-          files: .junitxml
+          junit-xml-pattern: .junitxml
           verbose: true
   check_required_tests:
     name: All Web 1 tests passed
diff --git a/.github/workflows/test-integrations-web-2.yml b/.github/workflows/test-integrations-web-2.yml
index 4911d319ea..9dec6bff24 100644
--- a/.github/workflows/test-integrations-web-2.yml
+++ b/.github/workflows/test-integrations-web-2.yml
@@ -17,6 +17,9 @@ concurrency:
   cancel-in-progress: true
 permissions:
   contents: read
+  actions: read
+  pull-requests: write
+  statuses: write
 env:
   BUILD_CACHE_KEY: ${{ github.sha }}
   CACHED_BUILD_PATHS: |
@@ -101,21 +104,13 @@ jobs:
         run: |
           coverage combine .coverage-sentry-*
           coverage xml
-      - name: Upload coverage to Codecov
+      - name: Parse and Upload Coverage
         if: ${{ !cancelled() }}
-        uses: codecov/codecov-action@v5.5.2
+        uses: getsentry/codecov-action@main
         with:
-          token: ${{ secrets.CODECOV_TOKEN }}
+          token: ${{ secrets.GITHUB_TOKEN }}
           files: coverage.xml
-          # make sure no plugins alter our coverage reports
-          plugins: noop
-          verbose: true
-      - name: Upload test results to Codecov
-        if: ${{ !cancelled() }}
-        uses: codecov/test-results-action@v1
-        with:
-          token: ${{ secrets.CODECOV_TOKEN }}
-          files: .junitxml
+          junit-xml-pattern: .junitxml
           verbose: true
   check_required_tests:
     name: All Web 2 tests passed
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 7840cfa595..edefd4782a 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,63 @@
 # Changelog
 
+## 2.52.0
+
+### New Features ✨
+
+#### Other
+
+- feat(integration): add `gen_ai.conversation.id` if available by @constantinius in [#5307](https://github.com/getsentry/sentry-python/pull/5307)
+
+### Bug Fixes 🐛
+
+#### Google Genai
+
+- fix(google-genai): Token reporting by @alexander-alderman-webb in [#5404](https://github.com/getsentry/sentry-python/pull/5404)
+- fix(google-genai): deactivate google genai when langchain is used by @shellmayr in [#5389](https://github.com/getsentry/sentry-python/pull/5389)
+
+#### Mcp
+
+- fix(mcp): Nest MCP spans under HTTP transactions by @alexander-alderman-webb in [#5292](https://github.com/getsentry/sentry-python/pull/5292)
+- fix(mcp): Handle all awaitable return types by @alexander-alderman-webb in [#5415](https://github.com/getsentry/sentry-python/pull/5415)
+
+#### Other
+
+- fix(anthropic): Token reporting by @alexander-alderman-webb in [#5403](https://github.com/getsentry/sentry-python/pull/5403)
+- fix(arq): handle settings_cls passed as keyword argument by @nc9 in [#5393](https://github.com/getsentry/sentry-python/pull/5393)
+- fix(dramatiq): cleanup isolated scope and transaction when message is skipped by @frankie567 in [#5346](https://github.com/getsentry/sentry-python/pull/5346)
+- fix(openai): Token reporting by @alexander-alderman-webb in [#5406](https://github.com/getsentry/sentry-python/pull/5406)
+- fix(openai-agents): Inject propagation headers for `HostedMCPTool` when streaming by @alexander-alderman-webb in [#5405](https://github.com/getsentry/sentry-python/pull/5405)
+- fix: Fix list attribute type by @sentrivana in [#5417](https://github.com/getsentry/sentry-python/pull/5417)
+- fix: Adapt to new packaging in toxgen by @sentrivana in [#5382](https://github.com/getsentry/sentry-python/pull/5382)
+
+### Internal Changes 🔧
+
+#### Fastmcp
+
+- test(fastmcp): Wrap prompt in `Message` by @alexander-alderman-webb in [#5411](https://github.com/getsentry/sentry-python/pull/5411)
+- test(fastmcp): Remove `test_fastmcp_without_request_context()` by @alexander-alderman-webb in [#5412](https://github.com/getsentry/sentry-python/pull/5412)
+- test(fastmcp): Use `AsyncClient` for SSE by @alexander-alderman-webb in [#5400](https://github.com/getsentry/sentry-python/pull/5400)
+- test(fastmcp): Use `TestClient` for Streamable HTTP by @alexander-alderman-webb in [#5384](https://github.com/getsentry/sentry-python/pull/5384)
+- test(fastmcp): Simulate stdio transport with memory streams by @alexander-alderman-webb in [#5333](https://github.com/getsentry/sentry-python/pull/5333)
+
+#### Mcp
+
+- test(mcp): Use `AsyncClient` for SSE by @alexander-alderman-webb in [#5396](https://github.com/getsentry/sentry-python/pull/5396)
+- test(mcp): Use `TestClient` for Streamable HTTP by @alexander-alderman-webb in [#5383](https://github.com/getsentry/sentry-python/pull/5383)
+- test(mcp): Remove unused stdio helpers by @alexander-alderman-webb in [#5409](https://github.com/getsentry/sentry-python/pull/5409)
+- test(mcp): Simulate stdio transport with memory streams by @alexander-alderman-webb in [#5329](https://github.com/getsentry/sentry-python/pull/5329)
+
+#### Other
+
+- ci: Fix lint step by @sentrivana in [#5418](https://github.com/getsentry/sentry-python/pull/5418)
+- ci: 🤖 Update test matrix with new releases (02/02) by @github-actions in [#5413](https://github.com/getsentry/sentry-python/pull/5413)
+- ci: Update tox and pin packaging version for tox by @alexander-alderman-webb in [#5381](https://github.com/getsentry/sentry-python/pull/5381)
+- ci: migration to the new codecov action by @MathurAditya724 in [#5392](https://github.com/getsentry/sentry-python/pull/5392)
+
+### Other
+
+- Revert "feat(ai): Add original input length meta attribute (#5375)" by @alexander-alderman-webb in [#5419](https://github.com/getsentry/sentry-python/pull/5419)
+
 ## 2.51.0
 
 ### New Features ✨
diff --git a/codecov.yml b/codecov.yml
index b7abcf8c86..4cb22edee8 100644
--- a/codecov.yml
+++ b/codecov.yml
@@ -10,18 +10,7 @@ ignore:
   - "tests"
   - "sentry_sdk/_types.py"
 
-# Read more here: https://docs.codecov.com/docs/pull-request-comments
-comment:
-  after_n_builds: 99
-  layout: 'diff, files'
-  # Update, if comment exists. Otherwise post new.
-  behavior: default
-  # Comments will only post when coverage changes. Furthermore, if a comment
-  # already exists, and a newer commit results in no coverage change for the
-  # entire pull, the comment will be deleted.
-  require_changes: true
-  require_base: true  # must have a base report to post
-  require_head: true  # must have a head report to post
+comment: true
 
 github_checks:
   annotations: false
diff --git a/docs/conf.py b/docs/conf.py
index 2049969d4c..ef2de1477c 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -31,7 +31,7 @@
 copyright = "2019-{}, Sentry Team and Contributors".format(datetime.now().year)
 author = "Sentry Team and Contributors"
 
-release = "2.51.0"
+release = "2.52.0"
 version = ".".join(release.split(".")[:2])  # The short X.Y version.
 
 
diff --git a/scripts/populate_tox/package_dependencies.jsonl b/scripts/populate_tox/package_dependencies.jsonl
index 383089b3f0..52724708f4 100644
--- a/scripts/populate_tox/package_dependencies.jsonl
+++ b/scripts/populate_tox/package_dependencies.jsonl
@@ -1,6 +1,7 @@
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diff --git a/scripts/populate_tox/populate_tox.py b/scripts/populate_tox/populate_tox.py
index 4299df3c85..196a4d76fe 100644
--- a/scripts/populate_tox/populate_tox.py
+++ b/scripts/populate_tox/populate_tox.py
@@ -77,6 +77,14 @@
 MIN_FREE_THREADING_SUPPORT = Version("3.14")
 
 
+class PackageVersion(Version):
+    # Convenience wrapper around Version. It's convenient to be able to set
+    # attributes on a Version in toxgen, but we can't because the class now
+    # defines __slots__. By rewrapping Version in this custom class, we get
+    # around that.
+    pass
+
+
 @dataclass(order=True)
 class ThreadedVersion:
     version: Version
@@ -218,7 +226,7 @@ def _save_to_package_dependencies_cache(
 def _prefilter_releases(
     integration: str,
     releases: dict[str, dict],
-) -> tuple[list[Version], Optional[Version]]:
+) -> tuple[list[PackageVersion], Optional[PackageVersion]]:
     """
     Filter `releases`, removing releases that are for sure unsupported.
 
@@ -238,7 +246,7 @@ def _prefilter_releases(
 
     min_supported = _MIN_VERSIONS.get(integration_name)
     if min_supported is not None:
-        min_supported = Version(".".join(map(str, min_supported)))
+        min_supported = PackageVersion(".".join(map(str, min_supported)))
     else:
         print(
             f"  {integration} doesn't have a minimum version defined in "
@@ -291,10 +299,10 @@ def _prefilter_releases(
             ):
                 # Don't save all patch versions of a release, just the newest one
                 if version.micro > saved_version.micro:
-                    filtered_releases[i] = version
+                    filtered_releases[i] = PackageVersion(str(version))
                 break
         else:
-            filtered_releases.append(version)
+            filtered_releases.append(PackageVersion(str(version)))
 
     filtered_releases.sort()
 
@@ -302,14 +310,14 @@ def _prefilter_releases(
     # than the last released version); if not, don't consider it
     if last_prerelease is not None:
         if not filtered_releases or last_prerelease > filtered_releases[-1]:
-            return filtered_releases, last_prerelease
+            return filtered_releases, PackageVersion(str(last_prerelease))
 
     return filtered_releases, None
 
 
 def get_supported_releases(
     integration: str, pypi_data: dict
-) -> tuple[list[Version], Optional[Version]]:
+) -> tuple[list[PackageVersion], Optional[PackageVersion]]:
     """
     Get a list of releases that are currently supported by the SDK.
 
@@ -331,7 +339,7 @@ def get_supported_releases(
         pypi_data["releases"],
     )
 
-    def _supports_lowest(release: Version) -> bool:
+    def _supports_lowest(release: PackageVersion) -> bool:
         time.sleep(PYPI_COOLDOWN)  # don't DoS PYPI
 
         pypi_data = fetch_release(package, release)
@@ -782,7 +790,7 @@ def _compare_min_version_with_defined(
 
 
 def _add_python_versions_to_release(
-    integration: str, package: str, release: Version
+    integration: str, package: str, release: PackageVersion
 ) -> None:
     release_pypi_data = fetch_release(package, release)
     if release_pypi_data is None:
diff --git a/scripts/populate_tox/releases.jsonl b/scripts/populate_tox/releases.jsonl
index ca1ac401c4..67abdf36d2 100644
--- a/scripts/populate_tox/releases.jsonl
+++ b/scripts/populate_tox/releases.jsonl
@@ -15,9 +15,10 @@
 {"info": {"classifiers": ["Development Status :: 4 - Beta", "Environment :: Web Environment", "Framework :: Flask", "Intended Audience :: Developers", "License :: OSI Approved :: MIT License", "Operating System :: OS Independent", "Programming Language :: Python", "Topic :: Internet :: WWW/HTTP :: Dynamic Content", "Topic :: Software Development :: Libraries :: Application Frameworks", "Typing :: Typed"], "name": "Quart", "requires_python": ">=3.9", "version": "0.20.0", "yanked": false}, "urls": [{"packagetype": "bdist_wheel", "filename": "quart-0.20.0-py3-none-any.whl"}, {"packagetype": "sdist", "filename": "quart-0.20.0.tar.gz"}]}
 {"info": {"classifiers": ["Development Status :: 5 - Production/Stable", "Intended Audience :: Developers", "License :: OSI Approved :: MIT License", "Operating System :: OS Independent", "Programming Language :: Python", "Programming Language :: Python :: 3", "Programming Language :: Python :: Implementation :: CPython", "Programming Language :: Python :: Implementation :: PyPy", "Topic :: Database :: Front-Ends"], "name": "SQLAlchemy", "requires_python": "", "version": "1.2.19", "yanked": false}, "urls": [{"packagetype": "sdist", "filename": "SQLAlchemy-1.2.19.tar.gz"}]}
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@@ -25,20 +26,20 @@
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+{"info": {"classifiers": ["Development Status :: 5 - Production/Stable", "Environment :: Console", "Environment :: No Input/Output (Daemon)", "Framework :: Tryton", "Intended Audience :: Developers", "License :: OSI Approved :: GNU General Public License v3 or later (GPLv3+)", "Natural Language :: Bulgarian", "Natural Language :: Catalan", "Natural Language :: Chinese (Simplified)", "Natural Language :: Czech", "Natural Language :: Dutch", "Natural Language :: English", "Natural Language :: Finnish", "Natural Language :: French", "Natural Language :: German", "Natural Language :: Hungarian", "Natural Language :: Indonesian", "Natural Language :: Italian", "Natural Language :: Persian", "Natural Language :: Polish", "Natural Language :: Portuguese (Brazilian)", "Natural Language :: Romanian", "Natural Language :: Russian", "Natural Language :: Slovenian", "Natural Language :: Spanish", "Natural Language :: Turkish", "Natural Language :: Ukrainian", "Operating System :: OS Independent", "Programming Language :: Python :: 3", "Programming Language :: Python :: 3.10", "Programming Language :: Python :: 3.11", "Programming Language :: Python :: 3.12", "Programming Language :: Python :: 3.13", "Programming Language :: Python :: 3.9", "Programming Language :: Python :: Implementation :: CPython", "Topic :: Software Development :: Libraries :: Application Frameworks"], "name": "trytond", "requires_python": ">=3.9", "version": "7.8.4", "yanked": false}, "urls": [{"packagetype": "bdist_wheel", "filename": "trytond-7.8.4-py3-none-any.whl"}, {"packagetype": "sdist", "filename": "trytond-7.8.4.tar.gz"}]}
 {"info": {"classifiers": ["Development Status :: 4 - Beta", "Intended Audience :: Developers", "Intended Audience :: Information Technology", "Intended Audience :: System Administrators", "License :: OSI Approved :: MIT License", "Operating System :: OS Independent", "Programming Language :: Python", "Programming Language :: Python :: 3", "Programming Language :: Python :: 3 :: Only", "Programming Language :: Python :: 3.10", "Programming Language :: Python :: 3.11", "Programming Language :: Python :: 3.12", "Programming Language :: Python :: 3.13", "Programming Language :: Python :: 3.7", "Programming Language :: Python :: 3.8", "Programming Language :: Python :: 3.9", "Topic :: Software Development", "Topic :: Software Development :: Libraries", "Topic :: Software Development :: Libraries :: Application Frameworks", "Topic :: Software Development :: Libraries :: Python Modules", "Typing :: Typed"], "name": "typer", "requires_python": ">=3.7", "version": "0.15.4", "yanked": false}, "urls": [{"packagetype": "bdist_wheel", "filename": "typer-0.15.4-py3-none-any.whl"}, {"packagetype": "sdist", "filename": "typer-0.15.4.tar.gz"}]}
 {"info": {"classifiers": ["Development Status :: 4 - Beta", "Intended Audience :: Developers", "Intended Audience :: Information Technology", "Intended Audience :: System Administrators", "Operating System :: OS Independent", "Programming Language :: Python", "Programming Language :: Python :: 3", "Programming Language :: Python :: 3 :: Only", "Programming Language :: Python :: 3.10", "Programming Language :: Python :: 3.11", "Programming Language :: Python :: 3.12", "Programming Language :: Python :: 3.13", "Programming Language :: Python :: 3.14", "Programming Language :: Python :: 3.9", "Topic :: Software Development", "Topic :: Software Development :: Libraries", "Topic :: Software Development :: Libraries :: Application Frameworks", "Topic :: Software Development :: Libraries :: Python Modules", "Typing :: Typed"], "name": "typer", "requires_python": ">=3.9", "version": "0.21.1", "yanked": false}, "urls": [{"packagetype": "bdist_wheel", "filename": "typer-0.21.1-py3-none-any.whl"}, {"packagetype": "sdist", "filename": "typer-0.21.1.tar.gz"}]}
 {"info": {"classifiers": ["Development Status :: 3 - Alpha", "Intended Audience :: Developers", "License :: OSI Approved :: BSD License", "Operating System :: OS Independent", "Programming Language :: Python", "Programming Language :: Python :: 3", "Programming Language :: Python :: 3 :: Only", "Programming Language :: Python :: 3.10", "Programming Language :: Python :: 3.11", "Programming Language :: Python :: 3.12", "Programming Language :: Python :: 3.13", "Programming Language :: Python :: 3.9", "Programming Language :: Rust"], "name": "uuid-utils", "requires_python": ">=3.9", "version": "0.12.0", "yanked": false}, "urls": [{"packagetype": "bdist_wheel", "filename": "uuid_utils-0.12.0-cp39-abi3-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.12.0-cp39-abi3-macosx_10_12_x86_64.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.12.0-cp39-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.12.0-cp39-abi3-manylinux_2_17_armv7l.manylinux2014_armv7l.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.12.0-cp39-abi3-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.12.0-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.12.0-cp39-abi3-manylinux_2_5_i686.manylinux1_i686.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.12.0-cp39-abi3-musllinux_1_2_aarch64.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.12.0-cp39-abi3-musllinux_1_2_armv7l.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.12.0-cp39-abi3-musllinux_1_2_i686.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.12.0-cp39-abi3-musllinux_1_2_x86_64.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.12.0-cp39-abi3-win32.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.12.0-cp39-abi3-win_amd64.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.12.0-cp39-abi3-win_arm64.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.12.0-pp311-pypy311_pp73-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.12.0-pp311-pypy311_pp73-macosx_10_12_x86_64.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.12.0-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.12.0-pp311-pypy311_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.12.0-pp311-pypy311_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.12.0-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.12.0-pp311-pypy311_pp73-manylinux_2_5_i686.manylinux1_i686.whl"}, {"packagetype": "sdist", "filename": "uuid_utils-0.12.0.tar.gz"}]}
-{"info": {"classifiers": ["Development Status :: 4 - Beta", "Intended Audience :: Developers", "License :: OSI Approved :: BSD License", "Operating System :: OS Independent", "Programming Language :: Python", "Programming Language :: Python :: 3", "Programming Language :: Python :: 3 :: Only", "Programming Language :: Python :: 3.10", "Programming Language :: Python :: 3.11", "Programming Language :: Python :: 3.12", "Programming Language :: Python :: 3.13", "Programming Language :: Python :: 3.14", "Programming Language :: Python :: 3.9", "Programming Language :: Rust"], "name": "uuid-utils", "requires_python": ">=3.9", "version": "0.13.0", "yanked": false}, "urls": [{"packagetype": "bdist_wheel", "filename": "uuid_utils-0.13.0-cp39-abi3-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.13.0-cp39-abi3-macosx_10_12_x86_64.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.13.0-cp39-abi3-manylinux_2_24_aarch64.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.13.0-cp39-abi3-manylinux_2_24_armv7l.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.13.0-cp39-abi3-manylinux_2_24_i686.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.13.0-cp39-abi3-manylinux_2_24_ppc64le.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.13.0-cp39-abi3-manylinux_2_24_x86_64.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.13.0-cp39-abi3-musllinux_1_2_aarch64.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.13.0-cp39-abi3-musllinux_1_2_armv7l.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.13.0-cp39-abi3-musllinux_1_2_i686.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.13.0-cp39-abi3-musllinux_1_2_x86_64.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.13.0-cp39-abi3-win32.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.13.0-cp39-abi3-win_amd64.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.13.0-cp39-abi3-win_arm64.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.13.0-pp311-pypy311_pp73-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.13.0-pp311-pypy311_pp73-macosx_10_12_x86_64.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.13.0-pp311-pypy311_pp73-manylinux_2_24_aarch64.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.13.0-pp311-pypy311_pp73-manylinux_2_24_armv7l.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.13.0-pp311-pypy311_pp73-manylinux_2_24_i686.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.13.0-pp311-pypy311_pp73-manylinux_2_24_ppc64le.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.13.0-pp311-pypy311_pp73-manylinux_2_24_x86_64.whl"}, {"packagetype": "sdist", "filename": "uuid_utils-0.13.0.tar.gz"}]}
+{"info": {"classifiers": ["Development Status :: 4 - Beta", "Intended Audience :: Developers", "License :: OSI Approved :: BSD License", "Operating System :: OS Independent", "Programming Language :: Python", "Programming Language :: Python :: 3", "Programming Language :: Python :: 3 :: Only", "Programming Language :: Python :: 3.10", "Programming Language :: Python :: 3.11", "Programming Language :: Python :: 3.12", "Programming Language :: Python :: 3.13", "Programming Language :: Python :: 3.14", "Programming Language :: Python :: 3.9", "Programming Language :: Rust"], "name": "uuid_utils", "requires_python": ">=3.9", "version": "0.14.0", "yanked": false}, "urls": [{"packagetype": "bdist_wheel", "filename": "uuid_utils-0.14.0-cp39-abi3-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.14.0-cp39-abi3-macosx_10_12_x86_64.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.14.0-cp39-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.14.0-cp39-abi3-manylinux_2_17_armv7l.manylinux2014_armv7l.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.14.0-cp39-abi3-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.14.0-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.14.0-cp39-abi3-manylinux_2_5_i686.manylinux1_i686.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.14.0-cp39-abi3-musllinux_1_2_aarch64.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.14.0-cp39-abi3-musllinux_1_2_armv7l.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.14.0-cp39-abi3-musllinux_1_2_i686.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.14.0-cp39-abi3-musllinux_1_2_x86_64.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.14.0-cp39-abi3-win32.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.14.0-cp39-abi3-win_amd64.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.14.0-cp39-abi3-win_arm64.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.14.0-pp311-pypy311_pp73-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.14.0-pp311-pypy311_pp73-macosx_10_12_x86_64.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.14.0-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.14.0-pp311-pypy311_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.14.0-pp311-pypy311_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.14.0-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl"}, {"packagetype": "bdist_wheel", "filename": "uuid_utils-0.14.0-pp311-pypy311_pp73-manylinux_2_5_i686.manylinux1_i686.whl"}, {"packagetype": "sdist", "filename": "uuid_utils-0.14.0.tar.gz"}]}
diff --git a/scripts/populate_tox/requirements.txt b/scripts/populate_tox/requirements.txt
index 0402fac5ab..77f67f24d2 100644
--- a/scripts/populate_tox/requirements.txt
+++ b/scripts/populate_tox/requirements.txt
@@ -1,3 +1,3 @@
 jinja2
-packaging
+packaging<26.0
 requests
diff --git a/scripts/split_tox_gh_actions/templates/base.jinja b/scripts/split_tox_gh_actions/templates/base.jinja
index 8d618d228c..c3bc528a7c 100644
--- a/scripts/split_tox_gh_actions/templates/base.jinja
+++ b/scripts/split_tox_gh_actions/templates/base.jinja
@@ -23,6 +23,9 @@ concurrency:
 
 permissions:
   contents: read
+  actions: read
+  pull-requests: write
+  statuses: write
 
 env:
   BUILD_CACHE_KEY: {% raw %}${{ github.sha }}{% endraw %}
diff --git a/scripts/split_tox_gh_actions/templates/test_group.jinja b/scripts/split_tox_gh_actions/templates/test_group.jinja
index 3e1ab30290..e9581d2d8f 100644
--- a/scripts/split_tox_gh_actions/templates/test_group.jinja
+++ b/scripts/split_tox_gh_actions/templates/test_group.jinja
@@ -42,7 +42,7 @@
     # Use Docker container only for Python 3.6
     {% raw %}container: ${{ matrix.python-version == '3.6' && 'python:3.6' || null }}{% endraw %}
     steps:
-      - uses: actions/checkout@v6.0.1
+      - uses: actions/checkout@v6.0.2
       - uses: actions/setup-python@v6
         {% raw %}if: ${{ matrix.python-version != '3.6' }}{% endraw %}
         with:
@@ -94,20 +94,11 @@
           coverage combine .coverage-sentry-*
           coverage xml
 
-      - name: Upload coverage to Codecov
+      - name: Parse and Upload Coverage
         if: {% raw %}${{ !cancelled() }}{% endraw %}
-        uses: codecov/codecov-action@v5.5.2
+        uses: getsentry/codecov-action@main
         with:
-          token: {% raw %}${{ secrets.CODECOV_TOKEN }}{% endraw %}
+          token: {% raw %}${{ secrets.GITHUB_TOKEN }}{% endraw %}
           files: coverage.xml
-          # make sure no plugins alter our coverage reports
-          plugins: noop
-          verbose: true
-
-      - name: Upload test results to Codecov
-        if: {% raw %}${{ !cancelled() }}{% endraw %}
-        uses: codecov/test-results-action@v1
-        with:
-          token: {% raw %}${{ secrets.CODECOV_TOKEN }}{% endraw %}
-          files: .junitxml
+          junit-xml-pattern: .junitxml
           verbose: true
diff --git a/sentry_sdk/_span_batcher.py b/sentry_sdk/_span_batcher.py
new file mode 100644
index 0000000000..947eca3806
--- /dev/null
+++ b/sentry_sdk/_span_batcher.py
@@ -0,0 +1,128 @@
+import threading
+from collections import defaultdict
+from datetime import datetime, timezone
+from typing import TYPE_CHECKING
+
+from sentry_sdk._batcher import Batcher
+from sentry_sdk.consts import SPANSTATUS
+from sentry_sdk.envelope import Envelope, Item, PayloadRef
+from sentry_sdk.utils import format_timestamp, serialize_attribute, safe_repr
+
+if TYPE_CHECKING:
+    from typing import Any, Callable, Optional
+    from sentry_sdk.traces import StreamedSpan
+    from sentry_sdk._types import SerializedAttributeValue
+
+
+class SpanBatcher(Batcher["StreamedSpan"]):
+    # TODO[span-first]: size-based flushes
+    # TODO[span-first]: adjust flush/drop defaults
+    MAX_BEFORE_FLUSH = 1000
+    MAX_BEFORE_DROP = 5000
+    FLUSH_WAIT_TIME = 5.0
+
+    TYPE = "span"
+    CONTENT_TYPE = "application/vnd.sentry.items.span.v2+json"
+
+    def __init__(
+        self,
+        capture_func: "Callable[[Envelope], None]",
+        record_lost_func: "Callable[..., None]",
+    ) -> None:
+        # Spans from different traces cannot be emitted in the same envelope
+        # since the envelope contains a shared trace header. That's why we bucket
+        # by trace_id, so that we can then send the buckets each in its own
+        # envelope.
+        # trace_id -> span buffer
+        self._span_buffer: dict[str, list["StreamedSpan"]] = defaultdict(list)
+        self._capture_func = capture_func
+        self._record_lost_func = record_lost_func
+        self._running = True
+        self._lock = threading.Lock()
+
+        self._flush_event: "threading.Event" = threading.Event()
+
+        self._flusher: "Optional[threading.Thread]" = None
+        self._flusher_pid: "Optional[int]" = None
+
+    def get_size(self) -> int:
+        # caller is responsible for locking before checking this
+        return sum(len(buffer) for buffer in self._span_buffer.values())
+
+    def add(self, span: "StreamedSpan") -> None:
+        if not self._ensure_thread() or self._flusher is None:
+            return None
+
+        with self._lock:
+            size = self.get_size()
+            if size >= self.MAX_BEFORE_DROP:
+                self._record_lost_func(
+                    reason="queue_overflow",
+                    data_category="span",
+                    quantity=1,
+                )
+                return None
+
+            self._span_buffer[span.trace_id].append(span)
+            if size + 1 >= self.MAX_BEFORE_FLUSH:
+                self._flush_event.set()
+
+    @staticmethod
+    def _to_transport_format(item: "StreamedSpan") -> "Any":
+        # TODO[span-first]
+        res: "dict[str, Any]" = {
+            "span_id": item.span_id,
+            "name": item._name,
+            "status": item._status,
+        }
+
+        if item._attributes:
+            res["attributes"] = {
+                k: serialize_attribute(v) for (k, v) in item._attributes.items()
+            }
+
+        return res
+
+    def _flush(self) -> None:
+        with self._lock:
+            if len(self._span_buffer) == 0:
+                return None
+
+            envelopes = []
+            for trace_id, spans in self._span_buffer.items():
+                if spans:
+                    # TODO[span-first]
+                    # dsc = spans[0].dynamic_sampling_context()
+                    dsc = None
+
+                    envelope = Envelope(
+                        headers={
+                            "sent_at": format_timestamp(datetime.now(timezone.utc)),
+                            "trace": dsc,
+                        }
+                    )
+
+                    envelope.add_item(
+                        Item(
+                            type="span",
+                            content_type="application/vnd.sentry.items.span.v2+json",
+                            headers={
+                                "item_count": len(spans),
+                            },
+                            payload=PayloadRef(
+                                json={
+                                    "items": [
+                                        self._to_transport_format(span)
+                                        for span in spans
+                                    ]
+                                }
+                            ),
+                        )
+                    )
+
+                    envelopes.append(envelope)
+
+            self._span_buffer.clear()
+
+        for envelope in envelopes:
+            self._capture_func(envelope)
diff --git a/sentry_sdk/_types.py b/sentry_sdk/_types.py
index ecb8abcd10..e5f791fdf0 100644
--- a/sentry_sdk/_types.py
+++ b/sentry_sdk/_types.py
@@ -241,10 +241,7 @@ class SDKInfo(TypedDict):
                 "boolean",
                 "double",
                 "integer",
-                "string[]",
-                "boolean[]",
-                "double[]",
-                "integer[]",
+                "array",
             ],
             "value": AttributeValue,
         },
diff --git a/sentry_sdk/ai/_openai_completions_api.py b/sentry_sdk/ai/_openai_completions_api.py
index 8150925b21..2902af304b 100644
--- a/sentry_sdk/ai/_openai_completions_api.py
+++ b/sentry_sdk/ai/_openai_completions_api.py
@@ -4,10 +4,12 @@
 
 if TYPE_CHECKING:
     from sentry_sdk._types import TextPart
+    from typing import Union
 
     from openai.types.chat import (
         ChatCompletionMessageParam,
         ChatCompletionSystemMessageParam,
+        ChatCompletionContentPartParam,
     )
 
 
@@ -24,6 +26,25 @@ def _get_system_instructions(
     return [message for message in messages if _is_system_instruction(message)]
 
 
+def _get_text_items(
+    content: "Union[str, Iterable[ChatCompletionContentPartParam]]",
+) -> "list[str]":
+    if isinstance(content, str):
+        return [content]
+
+    if not isinstance(content, Iterable):
+        return []
+
+    text_items = []
+    for part in content:
+        if isinstance(part, dict) and part.get("type") == "text":
+            text = part.get("text", None)
+            if text is not None:
+                text_items.append(text)
+
+    return text_items
+
+
 def _transform_system_instructions(
     system_instructions: "list[ChatCompletionSystemMessageParam]",
 ) -> "list[TextPart]":
@@ -34,15 +55,12 @@ def _transform_system_instructions(
             continue
 
         content = instruction.get("content")
+        if content is None:
+            continue
 
-        if isinstance(content, str):
-            instruction_text_parts.append({"type": "text", "content": content})
-
-        elif isinstance(content, list):
-            for part in content:
-                if isinstance(part, dict) and part.get("type") == "text":
-                    text = part.get("text", None)
-                    if text is not None:
-                        instruction_text_parts.append({"type": "text", "content": text})
+        text_parts: "list[TextPart]" = [
+            {"type": "text", "content": text} for text in _get_text_items(content)
+        ]
+        instruction_text_parts += text_parts
 
     return instruction_text_parts
diff --git a/sentry_sdk/ai/utils.py b/sentry_sdk/ai/utils.py
index 684b7323da..5acc501172 100644
--- a/sentry_sdk/ai/utils.py
+++ b/sentry_sdk/ai/utils.py
@@ -14,7 +14,6 @@
 
 import sentry_sdk
 from sentry_sdk.utils import logger
-from sentry_sdk.consts import SPANDATA
 
 MAX_GEN_AI_MESSAGE_BYTES = 20_000  # 20KB
 # Maximum characters when only a single message is left after bytes truncation
@@ -699,8 +698,6 @@ def truncate_and_annotate_messages(
     if len(messages) > 1:
         scope._gen_ai_original_message_count[span.span_id] = len(messages)
 
-    span.set_data(SPANDATA.META_GEN_AI_ORIGINAL_INPUT_MESSAGES_LENGTH, len(messages))
-
     return [truncated_message]
 
 
diff --git a/sentry_sdk/client.py b/sentry_sdk/client.py
index fb14d8e36a..f540a49f35 100644
--- a/sentry_sdk/client.py
+++ b/sentry_sdk/client.py
@@ -11,6 +11,7 @@
 import sentry_sdk
 from sentry_sdk._compat import PY37, check_uwsgi_thread_support
 from sentry_sdk._metrics_batcher import MetricsBatcher
+from sentry_sdk._span_batcher import SpanBatcher
 from sentry_sdk.utils import (
     AnnotatedValue,
     ContextVar,
@@ -31,6 +32,7 @@
 )
 from sentry_sdk.serializer import serialize
 from sentry_sdk.tracing import trace
+from sentry_sdk.tracing_utils import has_span_streaming_enabled
 from sentry_sdk.transport import BaseHttpTransport, make_transport
 from sentry_sdk.consts import (
     SPANDATA,
@@ -67,6 +69,7 @@
     from sentry_sdk.scope import Scope
     from sentry_sdk.session import Session
     from sentry_sdk.spotlight import SpotlightClient
+    from sentry_sdk.traces import StreamedSpan
     from sentry_sdk.transport import Transport, Item
     from sentry_sdk._log_batcher import LogBatcher
     from sentry_sdk._metrics_batcher import MetricsBatcher
@@ -188,6 +191,7 @@ def __init__(self, options: "Optional[Dict[str, Any]]" = None) -> None:
         self.monitor: "Optional[Monitor]" = None
         self.log_batcher: "Optional[LogBatcher]" = None
         self.metrics_batcher: "Optional[MetricsBatcher]" = None
+        self.span_batcher: "Optional[SpanBatcher]" = None
         self.integrations: "dict[str, Integration]" = {}
 
     def __getstate__(self, *args: "Any", **kwargs: "Any") -> "Any":
@@ -224,6 +228,9 @@ def _capture_log(self, log: "Log", scope: "Scope") -> None:
     def _capture_metric(self, metric: "Metric", scope: "Scope") -> None:
         pass
 
+    def _capture_span(self, span: "StreamedSpan", scope: "Scope") -> None:
+        pass
+
     def capture_session(self, *args: "Any", **kwargs: "Any") -> None:
         return None
 
@@ -399,6 +406,13 @@ def _record_lost_event(
                     record_lost_func=_record_lost_event,
                 )
 
+            self.span_batcher = None
+            if has_span_streaming_enabled(self.options):
+                self.span_batcher = SpanBatcher(
+                    capture_func=_capture_envelope,
+                    record_lost_func=_record_lost_event,
+                )
+
             max_request_body_size = ("always", "never", "small", "medium")
             if self.options["max_request_body_size"] not in max_request_body_size:
                 raise ValueError(
@@ -457,6 +471,8 @@ def _record_lost_event(
         if (
             self.monitor
             or self.log_batcher
+            or self.metrics_batcher
+            or self.span_batcher
             or has_profiling_enabled(self.options)
             or isinstance(self.transport, BaseHttpTransport)
         ):
@@ -909,7 +925,10 @@ def capture_event(
         return return_value
 
     def _capture_telemetry(
-        self, telemetry: "Optional[Union[Log, Metric]]", ty: str, scope: "Scope"
+        self,
+        telemetry: "Optional[Union[Log, Metric, StreamedSpan]]",
+        ty: str,
+        scope: "Scope",
     ) -> None:
         # Capture attributes-based telemetry (logs, metrics, spansV2)
         if telemetry is None:
@@ -934,6 +953,8 @@ def _capture_telemetry(
             batcher = self.log_batcher
         elif ty == "metric":
             batcher = self.metrics_batcher  # type: ignore
+        elif ty == "span":
+            batcher = self.span_batcher  # type: ignore
 
         if batcher is not None:
             batcher.add(telemetry)  # type: ignore
@@ -944,6 +965,9 @@ def _capture_log(self, log: "Optional[Log]", scope: "Scope") -> None:
     def _capture_metric(self, metric: "Optional[Metric]", scope: "Scope") -> None:
         self._capture_telemetry(metric, "metric", scope)
 
+    def _capture_span(self, span: "Optional[StreamedSpan]", scope: "Scope") -> None:
+        self._capture_telemetry(span, "span", scope)
+
     def capture_session(
         self,
         session: "Session",
@@ -993,6 +1017,8 @@ def close(
                 self.log_batcher.kill()
             if self.metrics_batcher is not None:
                 self.metrics_batcher.kill()
+            if self.span_batcher is not None:
+                self.span_batcher.kill()
             if self.monitor:
                 self.monitor.kill()
             self.transport.kill()
@@ -1018,6 +1044,8 @@ def flush(
                 self.log_batcher.flush()
             if self.metrics_batcher is not None:
                 self.metrics_batcher.flush()
+            if self.span_batcher is not None:
+                self.span_batcher.flush()
             self.transport.flush(timeout=timeout, callback=callback)
 
     def __enter__(self) -> "_Client":
diff --git a/sentry_sdk/consts.py b/sentry_sdk/consts.py
index f794754b05..6eaa1edccf 100644
--- a/sentry_sdk/consts.py
+++ b/sentry_sdk/consts.py
@@ -82,6 +82,7 @@ class CompressionAlgo(Enum):
             "before_send_log": Optional[Callable[[Log, Hint], Optional[Log]]],
             "enable_metrics": Optional[bool],
             "before_send_metric": Optional[Callable[[Metric, Hint], Optional[Metric]]],
+            "trace_lifecycle": Optional[Literal["static", "stream"]],
         },
         total=False,
     )
@@ -464,6 +465,12 @@ class SPANDATA:
     Example: "ResearchAssistant"
     """
 
+    GEN_AI_CONVERSATION_ID = "gen_ai.conversation.id"
+    """
+    The unique identifier for the conversation/thread with the AI model.
+    Example: "conv_abc123"
+    """
+
     GEN_AI_CHOICE = "gen_ai.choice"
     """
     The model's response message.
@@ -869,14 +876,6 @@ class SPANDATA:
     Example: "a1b2c3d4e5f6"
     """
 
-    META_GEN_AI_ORIGINAL_INPUT_MESSAGES_LENGTH = (
-        "sentry.sdk_meta.gen_ai.input.messages.original_length"
-    )
-    """
-    The original number of input non-system instruction messages, before SDK trimming.
-    Example: 4
-    """
-
 
 class SPANSTATUS:
     """
@@ -1491,4 +1490,4 @@ def _get_default_options() -> "dict[str, Any]":
 del _get_default_options
 
 
-VERSION = "2.51.0"
+VERSION = "2.52.0"
diff --git a/sentry_sdk/integrations/anthropic.py b/sentry_sdk/integrations/anthropic.py
index 74ac71a399..b131e3381d 100644
--- a/sentry_sdk/integrations/anthropic.py
+++ b/sentry_sdk/integrations/anthropic.py
@@ -50,6 +50,13 @@
     from sentry_sdk._types import TextPart
 
 
+class _RecordedUsage:
+    output_tokens: int = 0
+    input_tokens: int = 0
+    cache_write_input_tokens: "Optional[int]" = 0
+    cache_read_input_tokens: "Optional[int]" = 0
+
+
 class AnthropicIntegration(Integration):
     identifier = "anthropic"
     origin = f"auto.ai.{identifier}"
@@ -112,31 +119,15 @@ def _get_token_usage(result: "Messages") -> "tuple[int, int, int, int]":
 def _collect_ai_data(
     event: "MessageStreamEvent",
     model: "str | None",
-    input_tokens: int,
-    output_tokens: int,
-    cache_read_input_tokens: int,
-    cache_write_input_tokens: int,
+    usage: "_RecordedUsage",
     content_blocks: "list[str]",
-) -> "tuple[str | None, int, int, int, int, list[str]]":
+) -> "tuple[str | None, _RecordedUsage, list[str]]":
     """
     Collect model information, token usage, and collect content blocks from the AI streaming response.
     """
     with capture_internal_exceptions():
         if hasattr(event, "type"):
-            if event.type == "message_start":
-                usage = event.message.usage
-                input_tokens += usage.input_tokens
-                output_tokens += usage.output_tokens
-                if hasattr(usage, "cache_read_input_tokens") and isinstance(
-                    usage.cache_read_input_tokens, int
-                ):
-                    cache_read_input_tokens += usage.cache_read_input_tokens
-                if hasattr(usage, "cache_creation_input_tokens") and isinstance(
-                    usage.cache_creation_input_tokens, int
-                ):
-                    cache_write_input_tokens += usage.cache_creation_input_tokens
-                model = event.message.model or model
-            elif event.type == "content_block_start":
+            if event.type == "content_block_start":
                 pass
             elif event.type == "content_block_delta":
                 if hasattr(event.delta, "text"):
@@ -145,15 +136,60 @@ def _collect_ai_data(
                     content_blocks.append(event.delta.partial_json)
             elif event.type == "content_block_stop":
                 pass
-            elif event.type == "message_delta":
-                output_tokens += event.usage.output_tokens
+
+            # Token counting logic mirrors anthropic SDK, which also extracts already accumulated tokens.
+            # https://github.com/anthropics/anthropic-sdk-python/blob/9c485f6966e10ae0ea9eabb3a921d2ea8145a25b/src/anthropic/lib/streaming/_messages.py#L433-L518
+            if event.type == "message_start":
+                model = event.message.model or model
+
+                incoming_usage = event.message.usage
+                usage.output_tokens = incoming_usage.output_tokens
+                usage.input_tokens = incoming_usage.input_tokens
+
+                usage.cache_write_input_tokens = getattr(
+                    incoming_usage, "cache_creation_input_tokens", None
+                )
+                usage.cache_read_input_tokens = getattr(
+                    incoming_usage, "cache_read_input_tokens", None
+                )
+
+                return (
+                    model,
+                    usage,
+                    content_blocks,
+                )
+
+            # Counterintuitive, but message_delta contains cumulative token counts :)
+            if event.type == "message_delta":
+                usage.output_tokens = event.usage.output_tokens
+
+                # Update other usage fields if they exist in the event
+                input_tokens = getattr(event.usage, "input_tokens", None)
+                if input_tokens is not None:
+                    usage.input_tokens = input_tokens
+
+                cache_creation_input_tokens = getattr(
+                    event.usage, "cache_creation_input_tokens", None
+                )
+                if cache_creation_input_tokens is not None:
+                    usage.cache_write_input_tokens = cache_creation_input_tokens
+
+                cache_read_input_tokens = getattr(
+                    event.usage, "cache_read_input_tokens", None
+                )
+                if cache_read_input_tokens is not None:
+                    usage.cache_read_input_tokens = cache_read_input_tokens
+                # TODO: Record event.usage.server_tool_use
+
+                return (
+                    model,
+                    usage,
+                    content_blocks,
+                )
 
     return (
         model,
-        input_tokens,
-        output_tokens,
-        cache_read_input_tokens,
-        cache_write_input_tokens,
+        usage,
         content_blocks,
     )
 
@@ -414,27 +450,18 @@ def _sentry_patched_create_common(f: "Any", *args: "Any", **kwargs: "Any") -> "A
 
             def new_iterator() -> "Iterator[MessageStreamEvent]":
                 model = None
-                input_tokens = 0
-                output_tokens = 0
-                cache_read_input_tokens = 0
-                cache_write_input_tokens = 0
+                usage = _RecordedUsage()
                 content_blocks: "list[str]" = []
 
                 for event in old_iterator:
                     (
                         model,
-                        input_tokens,
-                        output_tokens,
-                        cache_read_input_tokens,
-                        cache_write_input_tokens,
+                        usage,
                         content_blocks,
                     ) = _collect_ai_data(
                         event,
                         model,
-                        input_tokens,
-                        output_tokens,
-                        cache_read_input_tokens,
-                        cache_write_input_tokens,
+                        usage,
                         content_blocks,
                     )
                     yield event
@@ -443,37 +470,28 @@ def new_iterator() -> "Iterator[MessageStreamEvent]":
                     span=span,
                     integration=integration,
                     model=model,
-                    input_tokens=input_tokens,
-                    output_tokens=output_tokens,
-                    cache_read_input_tokens=cache_read_input_tokens,
-                    cache_write_input_tokens=cache_write_input_tokens,
+                    input_tokens=usage.input_tokens,
+                    output_tokens=usage.output_tokens,
+                    cache_read_input_tokens=usage.cache_read_input_tokens,
+                    cache_write_input_tokens=usage.cache_write_input_tokens,
                     content_blocks=[{"text": "".join(content_blocks), "type": "text"}],
                     finish_span=True,
                 )
 
             async def new_iterator_async() -> "AsyncIterator[MessageStreamEvent]":
                 model = None
-                input_tokens = 0
-                output_tokens = 0
-                cache_read_input_tokens = 0
-                cache_write_input_tokens = 0
+                usage = _RecordedUsage()
                 content_blocks: "list[str]" = []
 
                 async for event in old_iterator:
                     (
                         model,
-                        input_tokens,
-                        output_tokens,
-                        cache_read_input_tokens,
-                        cache_write_input_tokens,
+                        usage,
                         content_blocks,
                     ) = _collect_ai_data(
                         event,
                         model,
-                        input_tokens,
-                        output_tokens,
-                        cache_read_input_tokens,
-                        cache_write_input_tokens,
+                        usage,
                         content_blocks,
                     )
                     yield event
@@ -482,10 +500,10 @@ async def new_iterator_async() -> "AsyncIterator[MessageStreamEvent]":
                     span=span,
                     integration=integration,
                     model=model,
-                    input_tokens=input_tokens,
-                    output_tokens=output_tokens,
-                    cache_read_input_tokens=cache_read_input_tokens,
-                    cache_write_input_tokens=cache_write_input_tokens,
+                    input_tokens=usage.input_tokens,
+                    output_tokens=usage.output_tokens,
+                    cache_read_input_tokens=usage.cache_read_input_tokens,
+                    cache_write_input_tokens=usage.cache_write_input_tokens,
                     content_blocks=[{"text": "".join(content_blocks), "type": "text"}],
                     finish_span=True,
                 )
diff --git a/sentry_sdk/integrations/arq.py b/sentry_sdk/integrations/arq.py
index ee8aa393cf..35c0a9c6f0 100644
--- a/sentry_sdk/integrations/arq.py
+++ b/sentry_sdk/integrations/arq.py
@@ -185,7 +185,7 @@ def patch_create_worker() -> None:
 
     @ensure_integration_enabled(ArqIntegration, old_create_worker)
     def _sentry_create_worker(*args: "Any", **kwargs: "Any") -> "Worker":
-        settings_cls = args[0]
+        settings_cls = args[0] if args else kwargs.get("settings_cls")
 
         if isinstance(settings_cls, dict):
             if "functions" in settings_cls:
@@ -200,13 +200,14 @@ def _sentry_create_worker(*args: "Any", **kwargs: "Any") -> "Worker":
                 ]
 
         if hasattr(settings_cls, "functions"):
-            settings_cls.functions = [
-                _get_arq_function(func) for func in settings_cls.functions
+            settings_cls.functions = [  # type: ignore[union-attr]
+                _get_arq_function(func)
+                for func in settings_cls.functions  # type: ignore[union-attr]
             ]
         if hasattr(settings_cls, "cron_jobs"):
-            settings_cls.cron_jobs = [
+            settings_cls.cron_jobs = [  # type: ignore[union-attr]
                 _get_arq_cron_job(cron_job)
-                for cron_job in (settings_cls.cron_jobs or [])
+                for cron_job in (settings_cls.cron_jobs or [])  # type: ignore[union-attr]
             ]
 
         if "functions" in kwargs:
diff --git a/sentry_sdk/integrations/celery/__init__.py b/sentry_sdk/integrations/celery/__init__.py
index 2baf250ae3..1b1eb4f380 100644
--- a/sentry_sdk/integrations/celery/__init__.py
+++ b/sentry_sdk/integrations/celery/__init__.py
@@ -392,10 +392,11 @@ def _inner(*args: "Any", **kwargs: "Any") -> "Any":
                     )
 
                 with capture_internal_exceptions():
-                    span.set_data(
-                        SPANDATA.MESSAGING_SYSTEM,
-                        task.app.connection().transport.driver_type,
-                    )
+                    with task.app.connection() as conn:
+                        span.set_data(
+                            SPANDATA.MESSAGING_SYSTEM,
+                            conn.transport.driver_type,
+                        )
 
                 return f(*args, **kwargs)
         except Exception:
diff --git a/sentry_sdk/integrations/google_genai/streaming.py b/sentry_sdk/integrations/google_genai/streaming.py
index 5bd8890d02..8649ce2ac0 100644
--- a/sentry_sdk/integrations/google_genai/streaming.py
+++ b/sentry_sdk/integrations/google_genai/streaming.py
@@ -1,10 +1,4 @@
-from typing import (
-    TYPE_CHECKING,
-    Any,
-    List,
-    TypedDict,
-    Optional,
-)
+from typing import TYPE_CHECKING, Any, List, TypedDict, Optional, Union
 
 from sentry_sdk.ai.utils import set_data_normalized
 from sentry_sdk.consts import SPANDATA
@@ -31,7 +25,21 @@ class AccumulatedResponse(TypedDict):
     text: str
     finish_reasons: "List[str]"
     tool_calls: "List[dict[str, Any]]"
-    usage_metadata: "UsageData"
+    usage_metadata: "Optional[UsageData]"
+
+
+def element_wise_usage_max(self: "UsageData", other: "UsageData") -> "UsageData":
+    return UsageData(
+        input_tokens=max(self["input_tokens"], other["input_tokens"]),
+        output_tokens=max(self["output_tokens"], other["output_tokens"]),
+        input_tokens_cached=max(
+            self["input_tokens_cached"], other["input_tokens_cached"]
+        ),
+        output_tokens_reasoning=max(
+            self["output_tokens_reasoning"], other["output_tokens_reasoning"]
+        ),
+        total_tokens=max(self["total_tokens"], other["total_tokens"]),
+    )
 
 
 def accumulate_streaming_response(
@@ -41,11 +49,7 @@ def accumulate_streaming_response(
     accumulated_text = []
     finish_reasons = []
     tool_calls = []
-    total_input_tokens = 0
-    total_output_tokens = 0
-    total_tokens = 0
-    total_cached_tokens = 0
-    total_reasoning_tokens = 0
+    usage_data = None
     response_id = None
     model = None
 
@@ -68,25 +72,21 @@ def accumulate_streaming_response(
         if extracted_tool_calls:
             tool_calls.extend(extracted_tool_calls)
 
-        # Accumulate token usage
-        extracted_usage_data = extract_usage_data(chunk)
-        total_input_tokens += extracted_usage_data["input_tokens"]
-        total_output_tokens += extracted_usage_data["output_tokens"]
-        total_cached_tokens += extracted_usage_data["input_tokens_cached"]
-        total_reasoning_tokens += extracted_usage_data["output_tokens_reasoning"]
-        total_tokens += extracted_usage_data["total_tokens"]
+        # Use last possible chunk, in case of interruption, and
+        # gracefully handle missing intermediate tokens by taking maximum
+        # with previous token reporting.
+        chunk_usage_data = extract_usage_data(chunk)
+        usage_data = (
+            chunk_usage_data
+            if usage_data is None
+            else element_wise_usage_max(usage_data, chunk_usage_data)
+        )
 
     accumulated_response = AccumulatedResponse(
         text="".join(accumulated_text),
         finish_reasons=finish_reasons,
         tool_calls=tool_calls,
-        usage_metadata=UsageData(
-            input_tokens=total_input_tokens,
-            output_tokens=total_output_tokens,
-            input_tokens_cached=total_cached_tokens,
-            output_tokens_reasoning=total_reasoning_tokens,
-            total_tokens=total_tokens,
-        ),
+        usage_metadata=usage_data,
         id=response_id,
         model=model,
     )
@@ -126,6 +126,9 @@ def set_span_data_for_streaming_response(
     if accumulated_response.get("model"):
         span.set_data(SPANDATA.GEN_AI_RESPONSE_MODEL, accumulated_response["model"])
 
+    if accumulated_response["usage_metadata"] is None:
+        return
+
     if accumulated_response["usage_metadata"]["input_tokens"]:
         span.set_data(
             SPANDATA.GEN_AI_USAGE_INPUT_TOKENS,
diff --git a/sentry_sdk/integrations/mcp.py b/sentry_sdk/integrations/mcp.py
index 47fda272b7..58f9cd94e9 100644
--- a/sentry_sdk/integrations/mcp.py
+++ b/sentry_sdk/integrations/mcp.py
@@ -17,10 +17,12 @@
 from sentry_sdk.integrations import Integration, DidNotEnable
 from sentry_sdk.utils import safe_serialize
 from sentry_sdk.scope import should_send_default_pii
+from sentry_sdk.integrations._wsgi_common import nullcontext
 
 try:
     from mcp.server.lowlevel import Server  # type: ignore[import-not-found]
     from mcp.server.lowlevel.server import request_ctx  # type: ignore[import-not-found]
+    from mcp.server.streamable_http import StreamableHTTPServerTransport  # type: ignore[import-not-found]
 except ImportError:
     raise DidNotEnable("MCP SDK not installed")
 
@@ -31,7 +33,9 @@
 
 
 if TYPE_CHECKING:
-    from typing import Any, Callable, Optional
+    from typing import Any, Callable, Optional, Tuple, ContextManager
+
+    from starlette.types import Receive, Scope, Send  # type: ignore[import-not-found]
 
 
 class MCPIntegration(Integration):
@@ -54,11 +58,34 @@ def setup_once() -> None:
         Patches MCP server classes to instrument handler execution.
         """
         _patch_lowlevel_server()
+        _patch_handle_request()
 
         if FastMCP is not None:
             _patch_fastmcp()
 
 
+def _get_active_http_scopes() -> (
+    "Optional[Tuple[Optional[sentry_sdk.Scope], Optional[sentry_sdk.Scope]]]"
+):
+    try:
+        ctx = request_ctx.get()
+    except LookupError:
+        return None
+
+    if (
+        ctx is None
+        or not hasattr(ctx, "request")
+        or ctx.request is None
+        or "state" not in ctx.request.scope
+    ):
+        return None
+
+    return (
+        ctx.request.scope["state"].get("sentry_sdk.isolation_scope"),
+        ctx.request.scope["state"].get("sentry_sdk.current_scope"),
+    )
+
+
 def _get_request_context_data() -> "tuple[Optional[str], Optional[str], str]":
     """
     Extract request ID, session ID, and MCP transport type from the request context.
@@ -352,19 +379,20 @@ def _prepare_handler_data(
     )
 
 
-async def _async_handler_wrapper(
+async def _handler_wrapper(
     handler_type: str,
     func: "Callable[..., Any]",
     original_args: "tuple[Any, ...]",
     original_kwargs: "Optional[dict[str, Any]]" = None,
     self: "Optional[Any]" = None,
+    force_await: bool = True,
 ) -> "Any":
     """
-    Async wrapper for MCP handlers.
+    Wrapper for MCP handlers.
 
     Args:
         handler_type: "tool", "prompt", or "resource"
-        func: The async handler function to wrap
+        func: The handler function to wrap
         original_args: Original arguments passed to the handler
         original_kwargs: Original keyword arguments passed to the handler
         self: Optional instance for bound methods
@@ -381,157 +409,85 @@ async def _async_handler_wrapper(
         result_data_key,
     ) = _prepare_handler_data(handler_type, original_args, original_kwargs)
 
-    # Start span and execute
-    with get_start_span_function()(
-        op=OP.MCP_SERVER,
-        name=span_name,
-        origin=MCPIntegration.origin,
-    ) as span:
-        # Get request ID, session ID, and transport from context
-        request_id, session_id, mcp_transport = _get_request_context_data()
-
-        # Set input span data
-        _set_span_input_data(
-            span,
-            handler_name,
-            span_data_key,
-            mcp_method_name,
-            arguments,
-            request_id,
-            session_id,
-            mcp_transport,
-        )
-
-        # For resources, extract and set protocol
-        if handler_type == "resource":
-            if original_args:
-                uri = original_args[0]
-            else:
-                uri = original_kwargs.get("uri")
-
-            protocol = None
-            if hasattr(uri, "scheme"):
-                protocol = uri.scheme
-            elif handler_name and "://" in handler_name:
-                protocol = handler_name.split("://")[0]
-            if protocol:
-                span.set_data(SPANDATA.MCP_RESOURCE_PROTOCOL, protocol)
+    scopes = _get_active_http_scopes()
 
-        try:
-            # Execute the async handler
-            if self is not None:
-                original_args = (self, *original_args)
-            result = await func(*original_args, **original_kwargs)
-        except Exception as e:
-            # Set error flag for tools
-            if handler_type == "tool":
-                span.set_data(SPANDATA.MCP_TOOL_RESULT_IS_ERROR, True)
-            sentry_sdk.capture_exception(e)
-            raise
-
-        _set_span_output_data(span, result, result_data_key, handler_type)
-        return result
+    isolation_scope_context: "ContextManager[Any]"
+    current_scope_context: "ContextManager[Any]"
 
+    if scopes is None:
+        isolation_scope_context = nullcontext()
+        current_scope_context = nullcontext()
+    else:
+        isolation_scope, current_scope = scopes
 
-def _sync_handler_wrapper(
-    handler_type: str, func: "Callable[..., Any]", original_args: "tuple[Any, ...]"
-) -> "Any":
-    """
-    Sync wrapper for MCP handlers.
-
-    Args:
-        handler_type: "tool", "prompt", or "resource"
-        func: The sync handler function to wrap
-        original_args: Original arguments passed to the handler
-    """
-    (
-        handler_name,
-        arguments,
-        span_data_key,
-        span_name,
-        mcp_method_name,
-        result_data_key,
-    ) = _prepare_handler_data(handler_type, original_args)
-
-    # Start span and execute
-    with get_start_span_function()(
-        op=OP.MCP_SERVER,
-        name=span_name,
-        origin=MCPIntegration.origin,
-    ) as span:
-        # Get request ID, session ID, and transport from context
-        request_id, session_id, mcp_transport = _get_request_context_data()
-
-        # Set input span data
-        _set_span_input_data(
-            span,
-            handler_name,
-            span_data_key,
-            mcp_method_name,
-            arguments,
-            request_id,
-            session_id,
-            mcp_transport,
+        isolation_scope_context = (
+            nullcontext()
+            if isolation_scope is None
+            else sentry_sdk.scope.use_isolation_scope(isolation_scope)
+        )
+        current_scope_context = (
+            nullcontext()
+            if current_scope is None
+            else sentry_sdk.scope.use_scope(current_scope)
         )
 
-        # For resources, extract and set protocol
-        if handler_type == "resource":
-            uri = original_args[0]
-            protocol = None
-            if hasattr(uri, "scheme"):
-                protocol = uri.scheme
-            elif handler_name and "://" in handler_name:
-                protocol = handler_name.split("://")[0]
-            if protocol:
-                span.set_data(SPANDATA.MCP_RESOURCE_PROTOCOL, protocol)
-
-        try:
-            # Execute the sync handler
-            result = func(*original_args)
-        except Exception as e:
-            # Set error flag for tools
-            if handler_type == "tool":
-                span.set_data(SPANDATA.MCP_TOOL_RESULT_IS_ERROR, True)
-            sentry_sdk.capture_exception(e)
-            raise
-
-        _set_span_output_data(span, result, result_data_key, handler_type)
-        return result
-
-
-def _create_instrumented_handler(
-    handler_type: str, func: "Callable[..., Any]"
-) -> "Callable[..., Any]":
-    """
-    Create an instrumented version of a handler function (async or sync).
-
-    This function wraps the user's handler with a runtime wrapper that will create
-    Sentry spans and capture metrics when the handler is actually called.
-
-    The wrapper preserves the async/sync nature of the original function, which is
-    critical for Python's async/await to work correctly.
-
-    Args:
-        handler_type: "tool", "prompt", or "resource" - determines span configuration
-        func: The handler function to instrument (async or sync)
-
-    Returns:
-        A wrapped version of func that creates Sentry spans on execution
-    """
-    if inspect.iscoroutinefunction(func):
-
-        @wraps(func)
-        async def async_wrapper(*args: "Any") -> "Any":
-            return await _async_handler_wrapper(handler_type, func, args)
-
-        return async_wrapper
-    else:
+    # Get request ID, session ID, and transport from context
+    request_id, session_id, mcp_transport = _get_request_context_data()
 
-        @wraps(func)
-        def sync_wrapper(*args: "Any") -> "Any":
-            return _sync_handler_wrapper(handler_type, func, args)
+    # Start span and execute
+    with isolation_scope_context:
+        with current_scope_context:
+            with get_start_span_function()(
+                op=OP.MCP_SERVER,
+                name=span_name,
+                origin=MCPIntegration.origin,
+            ) as span:
+                # Set input span data
+                _set_span_input_data(
+                    span,
+                    handler_name,
+                    span_data_key,
+                    mcp_method_name,
+                    arguments,
+                    request_id,
+                    session_id,
+                    mcp_transport,
+                )
+
+                # For resources, extract and set protocol
+                if handler_type == "resource":
+                    if original_args:
+                        uri = original_args[0]
+                    else:
+                        uri = original_kwargs.get("uri")
+
+                    protocol = None
+                    if hasattr(uri, "scheme"):
+                        protocol = uri.scheme
+                    elif handler_name and "://" in handler_name:
+                        protocol = handler_name.split("://")[0]
+                    if protocol:
+                        span.set_data(SPANDATA.MCP_RESOURCE_PROTOCOL, protocol)
+
+                try:
+                    # Execute the async handler
+                    if self is not None:
+                        original_args = (self, *original_args)
+
+                    result = func(*original_args, **original_kwargs)
+                    if force_await or inspect.isawaitable(result):
+                        result = await result
+
+                except Exception as e:
+                    # Set error flag for tools
+                    if handler_type == "tool":
+                        span.set_data(SPANDATA.MCP_TOOL_RESULT_IS_ERROR, True)
+                    sentry_sdk.capture_exception(e)
+                    raise
+
+                _set_span_output_data(span, result, result_data_key, handler_type)
 
-        return sync_wrapper
+    return result
 
 
 def _create_instrumented_decorator(
@@ -547,8 +503,7 @@ def _create_instrumented_decorator(
     Sentry instrumentation into the handler registration flow. The returned decorator
     will:
     1. Receive the user's handler function
-    2. Wrap it with instrumentation via _create_instrumented_handler
-    3. Pass the instrumented version to the original MCP decorator
+    2. Pass the instrumented version to the original MCP decorator
 
     This ensures that when the handler is called at runtime, it's already wrapped
     with Sentry spans and metrics collection.
@@ -564,12 +519,12 @@ def _create_instrumented_decorator(
     """
 
     def instrumented_decorator(func: "Callable[..., Any]") -> "Callable[..., Any]":
-        # First wrap the handler with instrumentation
-        instrumented_func = _create_instrumented_handler(handler_type, func)
+        @wraps(func)
+        async def wrapper(*args: "Any") -> "Any":
+            return await _handler_wrapper(handler_type, func, args, force_await=False)
+
         # Then register it with the original MCP decorator
-        return original_decorator(*decorator_args, **decorator_kwargs)(
-            instrumented_func
-        )
+        return original_decorator(*decorator_args, **decorator_kwargs)(wrapper)
 
     return instrumented_decorator
 
@@ -618,6 +573,25 @@ def patched_read_resource(
     Server.read_resource = patched_read_resource
 
 
+def _patch_handle_request() -> None:
+    original_handle_request = StreamableHTTPServerTransport.handle_request
+
+    @wraps(original_handle_request)
+    async def patched_handle_request(
+        self: "StreamableHTTPServerTransport",
+        scope: "Scope",
+        receive: "Receive",
+        send: "Send",
+    ) -> None:
+        scope.setdefault("state", {})["sentry_sdk.isolation_scope"] = (
+            sentry_sdk.get_isolation_scope()
+        )
+        scope["state"]["sentry_sdk.current_scope"] = sentry_sdk.get_current_scope()
+        await original_handle_request(self, scope, receive, send)
+
+    StreamableHTTPServerTransport.handle_request = patched_handle_request
+
+
 def _patch_fastmcp() -> None:
     """
     Patches the standalone fastmcp package's FastMCP class.
@@ -634,7 +608,7 @@ def _patch_fastmcp() -> None:
         async def patched_get_prompt_mcp(
             self: "Any", *args: "Any", **kwargs: "Any"
         ) -> "Any":
-            return await _async_handler_wrapper(
+            return await _handler_wrapper(
                 "prompt",
                 original_get_prompt_mcp,
                 args,
@@ -651,7 +625,7 @@ async def patched_get_prompt_mcp(
         async def patched_read_resource_mcp(
             self: "Any", *args: "Any", **kwargs: "Any"
         ) -> "Any":
-            return await _async_handler_wrapper(
+            return await _handler_wrapper(
                 "resource",
                 original_read_resource_mcp,
                 args,
diff --git a/sentry_sdk/integrations/openai.py b/sentry_sdk/integrations/openai.py
index 081744bfd5..863f146a51 100644
--- a/sentry_sdk/integrations/openai.py
+++ b/sentry_sdk/integrations/openai.py
@@ -17,6 +17,7 @@
     _is_system_instruction as _is_system_instruction_completions,
     _get_system_instructions as _get_system_instructions_completions,
     _transform_system_instructions,
+    _get_text_items,
 )
 from sentry_sdk.ai._openai_responses_api import (
     _is_system_instruction as _is_system_instruction_responses,
@@ -181,10 +182,17 @@ def _calculate_token_usage(
     # Manually count tokens
     if input_tokens == 0:
         for message in messages or []:
-            if isinstance(message, dict) and "content" in message:
-                input_tokens += count_tokens(message["content"])
-            elif isinstance(message, str):
+            if isinstance(message, str):
                 input_tokens += count_tokens(message)
+                continue
+            elif isinstance(message, dict):
+                message_content = message.get("content")
+                if message_content is None:
+                    continue
+                # Deliberate use of Completions function for both Completions and Responses input format.
+                text_items = _get_text_items(message_content)
+                input_tokens += sum(count_tokens(text) for text in text_items)
+                continue
 
     if output_tokens == 0:
         if streaming_message_responses is not None:
diff --git a/sentry_sdk/integrations/openai_agents/patches/models.py b/sentry_sdk/integrations/openai_agents/patches/models.py
index 9b57a55f1f..b6a69ae9f7 100644
--- a/sentry_sdk/integrations/openai_agents/patches/models.py
+++ b/sentry_sdk/integrations/openai_agents/patches/models.py
@@ -125,7 +125,7 @@ async def wrapped_get_response(*args: "Any", **kwargs: "Any") -> "Any":
                     delattr(agent, "_sentry_response_model")
 
                 _set_response_model_on_agent_span(agent, response_model)
-                update_ai_client_span(span, result, response_model)
+                update_ai_client_span(span, result, response_model, agent)
 
             return result
 
@@ -145,7 +145,21 @@ async def wrapped_stream_response(*args: "Any", **kwargs: "Any") -> "Any":
                 if len(args) > 1:
                     span_kwargs["input"] = args[1]
 
+                hosted_tools = []
+                if len(args) > 3:
+                    mcp_tools = args[3]
+
+                    if mcp_tools is not None:
+                        hosted_tools = [
+                            tool
+                            for tool in mcp_tools
+                            if isinstance(tool, HostedMCPTool)
+                        ]
+
                 with ai_client_span(agent, span_kwargs) as span:
+                    for hosted_tool in hosted_tools:
+                        _inject_trace_propagation_headers(hosted_tool, span=span)
+
                     span.set_data(SPANDATA.GEN_AI_RESPONSE_STREAMING, True)
 
                     streaming_response = None
@@ -176,7 +190,9 @@ async def wrapped_stream_response(*args: "Any", **kwargs: "Any") -> "Any":
                             else None
                         )
                         _set_response_model_on_agent_span(agent, response_model)
-                        update_ai_client_span(span, streaming_response)
+                        update_ai_client_span(
+                            span, streaming_response, response_model, agent
+                        )
 
             model.stream_response = wrapped_stream_response
 
diff --git a/sentry_sdk/integrations/openai_agents/patches/runner.py b/sentry_sdk/integrations/openai_agents/patches/runner.py
index fd3bc284e9..b561500495 100644
--- a/sentry_sdk/integrations/openai_agents/patches/runner.py
+++ b/sentry_sdk/integrations/openai_agents/patches/runner.py
@@ -2,6 +2,7 @@
 from functools import wraps
 
 import sentry_sdk
+from sentry_sdk.consts import SPANDATA
 from sentry_sdk.integrations import DidNotEnable
 from sentry_sdk.utils import capture_internal_exceptions, reraise
 
@@ -34,7 +35,16 @@ async def wrapper(*args: "Any", **kwargs: "Any") -> "Any":
         with sentry_sdk.isolation_scope():
             # Clone agent because agent invocation spans are attached per run.
             agent = args[0].clone()
-            with agent_workflow_span(agent):
+
+            with agent_workflow_span(agent) as workflow_span:
+                # Set conversation ID on workflow span early so it's captured even on errors
+                conversation_id = kwargs.get("conversation_id")
+                if conversation_id:
+                    agent._sentry_conversation_id = conversation_id
+                    workflow_span.set_data(
+                        SPANDATA.GEN_AI_CONVERSATION_ID, conversation_id
+                    )
+
                 args = (agent, *args[1:])
                 try:
                     run_result = await original_func(*args, **kwargs)
@@ -91,10 +101,19 @@ def wrapper(*args: "Any", **kwargs: "Any") -> "Any":
         # Clone agent because agent invocation spans are attached per run.
         agent = args[0].clone()
 
+        # Capture conversation_id from kwargs if provided
+        conversation_id = kwargs.get("conversation_id")
+        if conversation_id:
+            agent._sentry_conversation_id = conversation_id
+
         # Start workflow span immediately (before run_streamed returns)
         workflow_span = agent_workflow_span(agent)
         workflow_span.__enter__()
 
+        # Set conversation ID on workflow span early so it's captured even on errors
+        if conversation_id:
+            workflow_span.set_data(SPANDATA.GEN_AI_CONVERSATION_ID, conversation_id)
+
         # Store span on agent for cleanup
         agent._sentry_workflow_span = workflow_span
 
diff --git a/sentry_sdk/integrations/openai_agents/spans/ai_client.py b/sentry_sdk/integrations/openai_agents/spans/ai_client.py
index c099f133f4..57244a6992 100644
--- a/sentry_sdk/integrations/openai_agents/spans/ai_client.py
+++ b/sentry_sdk/integrations/openai_agents/spans/ai_client.py
@@ -46,6 +46,7 @@ def update_ai_client_span(
     span: "sentry_sdk.tracing.Span",
     response: "Any",
     response_model: "Optional[str]" = None,
+    agent: "Optional[Agent]" = None,
 ) -> None:
     """Update AI client span with response data (works for streaming and non-streaming)."""
     if hasattr(response, "usage") and response.usage:
@@ -59,3 +60,9 @@ def update_ai_client_span(
         span.set_data(SPANDATA.GEN_AI_RESPONSE_MODEL, response_model)
     elif hasattr(response, "model") and response.model:
         span.set_data(SPANDATA.GEN_AI_RESPONSE_MODEL, str(response.model))
+
+    # Set conversation ID from agent if available
+    if agent:
+        conv_id = getattr(agent, "_sentry_conversation_id", None)
+        if conv_id:
+            span.set_data(SPANDATA.GEN_AI_CONVERSATION_ID, conv_id)
diff --git a/sentry_sdk/integrations/openai_agents/spans/execute_tool.py b/sentry_sdk/integrations/openai_agents/spans/execute_tool.py
index aa89da1610..e12dce4e3e 100644
--- a/sentry_sdk/integrations/openai_agents/spans/execute_tool.py
+++ b/sentry_sdk/integrations/openai_agents/spans/execute_tool.py
@@ -51,3 +51,8 @@ def update_execute_tool_span(
 
     if should_send_default_pii():
         span.set_data(SPANDATA.GEN_AI_TOOL_OUTPUT, result)
+
+    # Add conversation ID from agent
+    conv_id = getattr(agent, "_sentry_conversation_id", None)
+    if conv_id:
+        span.set_data(SPANDATA.GEN_AI_CONVERSATION_ID, conv_id)
diff --git a/sentry_sdk/integrations/openai_agents/spans/handoff.py b/sentry_sdk/integrations/openai_agents/spans/handoff.py
index c514505b17..e4e02e9ec4 100644
--- a/sentry_sdk/integrations/openai_agents/spans/handoff.py
+++ b/sentry_sdk/integrations/openai_agents/spans/handoff.py
@@ -18,3 +18,8 @@ def handoff_span(
         origin=SPAN_ORIGIN,
     ) as span:
         span.set_data(SPANDATA.GEN_AI_OPERATION_NAME, "handoff")
+
+        # Add conversation ID from agent
+        conv_id = getattr(from_agent, "_sentry_conversation_id", None)
+        if conv_id:
+            span.set_data(SPANDATA.GEN_AI_CONVERSATION_ID, conv_id)
diff --git a/sentry_sdk/integrations/openai_agents/spans/invoke_agent.py b/sentry_sdk/integrations/openai_agents/spans/invoke_agent.py
index c3a3a04dc9..27f9fdab25 100644
--- a/sentry_sdk/integrations/openai_agents/spans/invoke_agent.py
+++ b/sentry_sdk/integrations/openai_agents/spans/invoke_agent.py
@@ -95,6 +95,11 @@ def update_invoke_agent_span(
                 span, SPANDATA.GEN_AI_RESPONSE_TEXT, output, unpack=False
             )
 
+        # Add conversation ID from agent
+        conv_id = getattr(agent, "_sentry_conversation_id", None)
+        if conv_id:
+            span.set_data(SPANDATA.GEN_AI_CONVERSATION_ID, conv_id)
+
         span.__exit__(None, None, None)
         delattr(context, "_sentry_agent_span")
 
diff --git a/sentry_sdk/scope.py b/sentry_sdk/scope.py
index acd82a57ef..3bc51c1af0 100644
--- a/sentry_sdk/scope.py
+++ b/sentry_sdk/scope.py
@@ -29,9 +29,11 @@
 from sentry_sdk.tracing_utils import (
     Baggage,
     has_tracing_enabled,
+    has_span_streaming_enabled,
     normalize_incoming_data,
     PropagationContext,
 )
+from sentry_sdk.traces import StreamedSpan
 from sentry_sdk.tracing import (
     BAGGAGE_HEADER_NAME,
     SENTRY_TRACE_HEADER_NAME,
@@ -1278,6 +1280,17 @@ def _capture_metric(self, metric: "Optional[Metric]") -> None:
 
         client._capture_metric(metric, scope=merged_scope)
 
+    def _capture_span(self, span: "Optional[StreamedSpan]") -> None:
+        if span is None:
+            return
+
+        client = self.get_client()
+        if not has_span_streaming_enabled(client.options):
+            return
+
+        merged_scope = self._merge_scopes()
+        client._capture_span(span, scope=merged_scope)
+
     def capture_message(
         self,
         message: str,
@@ -1522,16 +1535,25 @@ def _apply_flags_to_event(
             )
 
     def _apply_scope_attributes_to_telemetry(
-        self, telemetry: "Union[Log, Metric]"
+        self, telemetry: "Union[Log, Metric, StreamedSpan]"
     ) -> None:
+        # TODO: turn Logs, Metrics into actual classes
+        if isinstance(telemetry, dict):
+            attributes = telemetry["attributes"]
+        else:
+            attributes = telemetry._attributes
+
         for attribute, value in self._attributes.items():
-            if attribute not in telemetry["attributes"]:
-                telemetry["attributes"][attribute] = value
+            if attribute not in attributes:
+                attributes[attribute] = value
 
     def _apply_user_attributes_to_telemetry(
-        self, telemetry: "Union[Log, Metric]"
+        self, telemetry: "Union[Log, Metric, StreamedSpan]"
     ) -> None:
-        attributes = telemetry["attributes"]
+        if isinstance(telemetry, dict):
+            attributes = telemetry["attributes"]
+        else:
+            attributes = telemetry._attributes
 
         if not should_send_default_pii() or self._user is None:
             return
@@ -1651,16 +1673,19 @@ def apply_to_event(
         return event
 
     @_disable_capture
-    def apply_to_telemetry(self, telemetry: "Union[Log, Metric]") -> None:
+    def apply_to_telemetry(self, telemetry: "Union[Log, Metric, StreamedSpan]") -> None:
         # Attributes-based events and telemetry go through here (logs, metrics,
         # spansV2)
-        trace_context = self.get_trace_context()
-        trace_id = trace_context.get("trace_id")
-        if telemetry.get("trace_id") is None:
-            telemetry["trace_id"] = trace_id or "00000000-0000-0000-0000-000000000000"
-        span_id = trace_context.get("span_id")
-        if telemetry.get("span_id") is None and span_id:
-            telemetry["span_id"] = span_id
+        if not isinstance(telemetry, StreamedSpan):
+            trace_context = self.get_trace_context()
+            trace_id = trace_context.get("trace_id")
+            if telemetry.get("trace_id") is None:
+                telemetry["trace_id"] = (
+                    trace_id or "00000000-0000-0000-0000-000000000000"
+                )
+            span_id = trace_context.get("span_id")
+            if telemetry.get("span_id") is None and span_id:
+                telemetry["span_id"] = span_id
 
         self._apply_scope_attributes_to_telemetry(telemetry)
         self._apply_user_attributes_to_telemetry(telemetry)
diff --git a/sentry_sdk/traces.py b/sentry_sdk/traces.py
new file mode 100644
index 0000000000..531a06b1fd
--- /dev/null
+++ b/sentry_sdk/traces.py
@@ -0,0 +1,174 @@
+"""
+The API in this file is only meant to be used in span streaming mode.
+
+You can enable span streaming mode via
+sentry_sdk.init(_experiments={"trace_lifecycle": "stream"}).
+"""
+
+import uuid
+from enum import Enum
+from typing import TYPE_CHECKING
+
+from sentry_sdk.consts import SPANDATA
+from sentry_sdk.utils import format_attribute
+
+if TYPE_CHECKING:
+    from typing import Optional, Union
+    from sentry_sdk._types import Attributes, AttributeValue
+
+
+FLAGS_CAPACITY = 10
+
+
+class SpanStatus(str, Enum):
+    OK = "ok"
+    ERROR = "error"
+
+    def __str__(self) -> str:
+        return self.value
+
+
+# Segment source, see
+# https://getsentry.github.io/sentry-conventions/generated/attributes/sentry.html#sentryspansource
+class SegmentSource(str, Enum):
+    COMPONENT = "component"
+    CUSTOM = "custom"
+    ROUTE = "route"
+    TASK = "task"
+    URL = "url"
+    VIEW = "view"
+
+    def __str__(self) -> str:
+        return self.value
+
+
+# These are typically high cardinality and the server hates them
+LOW_QUALITY_SEGMENT_SOURCES = [
+    SegmentSource.URL,
+]
+
+
+SOURCE_FOR_STYLE = {
+    "endpoint": SegmentSource.COMPONENT,
+    "function_name": SegmentSource.COMPONENT,
+    "handler_name": SegmentSource.COMPONENT,
+    "method_and_path_pattern": SegmentSource.ROUTE,
+    "path": SegmentSource.URL,
+    "route_name": SegmentSource.COMPONENT,
+    "route_pattern": SegmentSource.ROUTE,
+    "uri_template": SegmentSource.ROUTE,
+    "url": SegmentSource.ROUTE,
+}
+
+
+class StreamedSpan:
+    """
+    A span holds timing information of a block of code.
+
+    Spans can have multiple child spans thus forming a span tree.
+
+    This is the Span First span implementation. The original transaction-based
+    span implementation lives in tracing.Span.
+    """
+
+    __slots__ = (
+        "_name",
+        "_attributes",
+        "_span_id",
+        "_trace_id",
+        "_status",
+        "_flags",
+    )
+
+    def __init__(
+        self,
+        *,
+        name: str,
+        attributes: "Optional[Attributes]" = None,
+        trace_id: "Optional[str]" = None,
+    ):
+        self._name: str = name
+        self._attributes: "Attributes" = {}
+        if attributes:
+            for attribute, value in attributes.items():
+                self.set_attribute(attribute, value)
+
+        self._span_id: "Optional[str]" = None
+        self._trace_id: "Optional[str]" = trace_id
+
+        self.set_status(SpanStatus.OK)
+        self.set_source(SegmentSource.CUSTOM)
+
+        self._flags: dict[str, bool] = {}
+
+    def get_attributes(self) -> "Attributes":
+        return self._attributes
+
+    def set_attribute(self, key: str, value: "AttributeValue") -> None:
+        self._attributes[key] = format_attribute(value)
+
+    def set_attributes(self, attributes: "Attributes") -> None:
+        for key, value in attributes.items():
+            self.set_attribute(key, value)
+
+    def remove_attribute(self, key: str) -> None:
+        try:
+            del self._attributes[key]
+        except KeyError:
+            pass
+
+    def get_status(self) -> "Union[SpanStatus, str]":
+        if self._status in {s.value for s in SpanStatus}:
+            return SpanStatus(self._status)
+
+        return self._status
+
+    def set_status(self, status: "Union[SpanStatus, str]") -> None:
+        if isinstance(status, Enum):
+            status = status.value
+
+        self._status = status
+
+    def set_http_status(self, http_status: int) -> None:
+        self.set_attribute(SPANDATA.HTTP_STATUS_CODE, http_status)
+
+        if http_status >= 400:
+            self.set_status(SpanStatus.ERROR)
+        else:
+            self.set_status(SpanStatus.OK)
+
+    def get_name(self) -> str:
+        return self._name
+
+    def set_name(self, name: str) -> None:
+        self._name = name
+
+    def set_flag(self, flag: str, result: bool) -> None:
+        if len(self._flags) < FLAGS_CAPACITY:
+            self._flags[flag] = result
+
+    def set_op(self, op: str) -> None:
+        self.set_attribute("sentry.op", op)
+
+    def set_origin(self, origin: str) -> None:
+        self.set_attribute("sentry.origin", origin)
+
+    def set_source(self, source: "Union[str, SegmentSource]") -> None:
+        if isinstance(source, Enum):
+            source = source.value
+
+        self.set_attribute("sentry.span.source", source)
+
+    @property
+    def span_id(self) -> str:
+        if not self._span_id:
+            self._span_id = uuid.uuid4().hex[16:]
+
+        return self._span_id
+
+    @property
+    def trace_id(self) -> str:
+        if not self._trace_id:
+            self._trace_id = uuid.uuid4().hex
+
+        return self._trace_id
diff --git a/sentry_sdk/tracing_utils.py b/sentry_sdk/tracing_utils.py
index 742582423b..c1d6c44535 100644
--- a/sentry_sdk/tracing_utils.py
+++ b/sentry_sdk/tracing_utils.py
@@ -106,6 +106,13 @@ def has_tracing_enabled(options: "Optional[Dict[str, Any]]") -> bool:
     )
 
 
+def has_span_streaming_enabled(options: "Optional[dict[str, Any]]") -> bool:
+    if options is None:
+        return False
+
+    return (options.get("_experiments") or {}).get("trace_lifecycle") == "stream"
+
+
 @contextlib.contextmanager
 def record_sql_queries(
     cursor: "Any",
diff --git a/sentry_sdk/utils.py b/sentry_sdk/utils.py
index 2fbca486de..79ef5a2cef 100644
--- a/sentry_sdk/utils.py
+++ b/sentry_sdk/utils.py
@@ -2097,19 +2097,12 @@ def serialize_attribute(val: "AttributeValue") -> "SerializedAttributeValue":
 
     if isinstance(val, list):
         if not val:
-            return {"value": [], "type": "string[]"}
+            return {"value": [], "type": "array"}
 
         # Only lists of elements of a single type are supported
-        list_types: 'dict[type, Literal["string[]", "integer[]", "double[]", "boolean[]"]]' = {
-            str: "string[]",
-            int: "integer[]",
-            float: "double[]",
-            bool: "boolean[]",
-        }
-
         ty = type(val[0])
-        if ty in list_types and all(type(v) is ty for v in val):
-            return {"value": val, "type": list_types[ty]}
+        if ty in (int, str, bool, float) and all(type(v) is ty for v in val):
+            return {"value": val, "type": "array"}
 
     # Coerce to string if we don't know what to do with the value. This should
     # never happen as we pre-format early in format_attribute, but let's be safe.
diff --git a/setup.py b/setup.py
index ef682c95b3..1ffe8c3165 100644
--- a/setup.py
+++ b/setup.py
@@ -21,7 +21,7 @@ def get_file_text(file_name):
 
 setup(
     name="sentry-sdk",
-    version="2.51.0",
+    version="2.52.0",
     author="Sentry Team and Contributors",
     author_email="hello@sentry.io",
     url="https://github.com/getsentry/sentry-python",
diff --git a/tests/conftest.py b/tests/conftest.py
index dea36f8bda..d6240e17eb 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -1,5 +1,7 @@
 import json
 import os
+import asyncio
+from urllib.parse import urlparse, parse_qs
 import socket
 import warnings
 import brotli
@@ -16,6 +18,12 @@
 from werkzeug.wrappers import Request, Response
 import jsonschema
 
+try:
+    from starlette.testclient import TestClient
+    # Catch RuntimeError to prevent the following exception in aws_lambda tests.
+    # RuntimeError: The starlette.testclient module requires the httpx package to be installed.
+except (ImportError, RuntimeError):
+    TestClient = None
 
 try:
     import gevent
@@ -45,9 +53,40 @@
 from typing import TYPE_CHECKING
 
 if TYPE_CHECKING:
-    from typing import Optional
+    from typing import Any, Callable, MutableMapping, Optional
     from collections.abc import Iterator
 
+try:
+    from anyio import create_memory_object_stream, create_task_group, EndOfStream
+    from mcp.types import (
+        JSONRPCMessage,
+        JSONRPCNotification,
+        JSONRPCRequest,
+    )
+    from mcp.shared.message import SessionMessage
+    from httpx import (
+        ASGITransport,
+        Request as HttpxRequest,
+        Response as HttpxResponse,
+        AsyncByteStream,
+        AsyncClient,
+    )
+except ImportError:
+    create_memory_object_stream = None
+    create_task_group = None
+    EndOfStream = None
+
+    JSONRPCMessage = None
+    JSONRPCNotification = None
+    JSONRPCRequest = None
+    SessionMessage = None
+
+    ASGITransport = None
+    HttpxRequest = None
+    HttpxResponse = None
+    AsyncByteStream = None
+    AsyncClient = None
+
 
 SENTRY_EVENT_SCHEMA = "./checkouts/data-schemas/relay/event.schema.json"
 
@@ -592,6 +631,379 @@ def suppress_deprecation_warnings():
         yield
 
 
+@pytest.fixture
+def get_initialization_payload():
+    def inner(request_id: str):
+        return SessionMessage(  # type: ignore
+            message=JSONRPCMessage(  # type: ignore
+                root=JSONRPCRequest(  # type: ignore
+                    jsonrpc="2.0",
+                    id=request_id,
+                    method="initialize",
+                    params={
+                        "protocolVersion": "2025-11-25",
+                        "capabilities": {},
+                        "clientInfo": {"name": "test-client", "version": "1.0.0"},
+                    },
+                )
+            )
+        )
+
+    return inner
+
+
+@pytest.fixture
+def get_initialized_notification_payload():
+    def inner():
+        return SessionMessage(  # type: ignore
+            message=JSONRPCMessage(  # type: ignore
+                root=JSONRPCNotification(  # type: ignore
+                    jsonrpc="2.0",
+                    method="notifications/initialized",
+                )
+            )
+        )
+
+    return inner
+
+
+@pytest.fixture
+def get_mcp_command_payload():
+    def inner(method: str, params, request_id: str):
+        return SessionMessage(  # type: ignore
+            message=JSONRPCMessage(  # type: ignore
+                root=JSONRPCRequest(  # type: ignore
+                    jsonrpc="2.0",
+                    id=request_id,
+                    method=method,
+                    params=params,
+                )
+            )
+        )
+
+    return inner
+
+
+@pytest.fixture
+def stdio(
+    get_initialization_payload,
+    get_initialized_notification_payload,
+    get_mcp_command_payload,
+):
+    async def inner(server, method: str, params, request_id: str | None = None):
+        if request_id is None:
+            request_id = "1"
+
+        read_stream_writer, read_stream = create_memory_object_stream(0)  # type: ignore
+        write_stream, write_stream_reader = create_memory_object_stream(0)  # type: ignore
+
+        result = {}
+
+        async def run_server():
+            await server.run(
+                read_stream, write_stream, server.create_initialization_options()
+            )
+
+        async def simulate_client(tg, result):
+            init_request = get_initialization_payload("1")
+            await read_stream_writer.send(init_request)
+
+            await write_stream_reader.receive()
+
+            initialized_notification = get_initialized_notification_payload()
+            await read_stream_writer.send(initialized_notification)
+
+            request = get_mcp_command_payload(
+                method, params=params, request_id=request_id
+            )
+            await read_stream_writer.send(request)
+
+            result["response"] = await write_stream_reader.receive()
+
+            tg.cancel_scope.cancel()
+
+        async with create_task_group() as tg:  # type: ignore
+            tg.start_soon(run_server)
+            tg.start_soon(simulate_client, tg, result)
+
+        return result["response"]
+
+    return inner
+
+
+@pytest.fixture()
+def json_rpc():
+    def inner(app, method: str, params, request_id: str):
+        with TestClient(app) as client:  # type: ignore
+            init_response = client.post(
+                "/mcp/",
+                headers={
+                    "Accept": "application/json, text/event-stream",
+                    "Content-Type": "application/json",
+                },
+                json={
+                    "jsonrpc": "2.0",
+                    "method": "initialize",
+                    "params": {
+                        "clientInfo": {"name": "test-client", "version": "1.0"},
+                        "protocolVersion": "2025-11-25",
+                        "capabilities": {},
+                    },
+                    "id": request_id,
+                },
+            )
+
+            session_id = init_response.headers["mcp-session-id"]
+
+            # Notification response is mandatory.
+            # https://modelcontextprotocol.io/specification/2025-11-25/basic/lifecycle
+            client.post(
+                "/mcp/",
+                headers={
+                    "Accept": "application/json, text/event-stream",
+                    "Content-Type": "application/json",
+                    "mcp-session-id": session_id,
+                },
+                json={
+                    "jsonrpc": "2.0",
+                    "method": "notifications/initialized",
+                    "params": {},
+                },
+            )
+
+            response = client.post(
+                "/mcp/",
+                headers={
+                    "Accept": "application/json, text/event-stream",
+                    "Content-Type": "application/json",
+                    "mcp-session-id": session_id,
+                },
+                json={
+                    "jsonrpc": "2.0",
+                    "method": method,
+                    "params": params,
+                    "id": request_id,
+                },
+            )
+
+            return session_id, response
+
+    return inner
+
+
+@pytest.fixture()
+def select_mcp_transactions():
+    def inner(events):
+        return [
+            event
+            for event in events
+            if event["type"] == "transaction"
+            and event["contexts"]["trace"]["op"] == "mcp.server"
+        ]
+
+    return inner
+
+
+@pytest.fixture()
+def select_transactions_with_mcp_spans():
+    def inner(events, method_name):
+        return [
+            transaction
+            for transaction in events
+            if transaction["type"] == "transaction"
+            and any(
+                span["data"].get("mcp.method.name") == method_name
+                for span in transaction.get("spans", [])
+            )
+        ]
+
+    return inner
+
+
+@pytest.fixture()
+def json_rpc_sse():
+    class StreamingASGITransport(ASGITransport):
+        """
+        Simple transport whose only purpose is to keep GET request alive in SSE connections, allowing
+        tests involving SSE interactions to run in-process.
+        """
+
+        def __init__(
+            self,
+            app: "Callable",
+            keep_sse_alive: "asyncio.Event",
+        ) -> None:
+            self.keep_sse_alive = keep_sse_alive
+            super().__init__(app)
+
+        async def handle_async_request(
+            self, request: "HttpxRequest"
+        ) -> "HttpxResponse":
+            scope = {
+                "type": "http",
+                "method": request.method,
+                "headers": [(k.lower(), v) for (k, v) in request.headers.raw],
+                "path": request.url.path,
+                "query_string": request.url.query,
+            }
+
+            is_streaming_sse = scope["method"] == "GET" and scope["path"] == "/sse"
+            if not is_streaming_sse:
+                return await super().handle_async_request(request)
+
+            request_body = b""
+            if request.content:
+                request_body = await request.aread()
+
+            body_sender, body_receiver = create_memory_object_stream[bytes](0)  # type: ignore
+
+            async def receive() -> "dict[str, Any]":
+                if self.keep_sse_alive.is_set():
+                    return {"type": "http.disconnect"}
+
+                await self.keep_sse_alive.wait()  # Keep alive :)
+                return {
+                    "type": "http.request",
+                    "body": request_body,
+                    "more_body": False,
+                }
+
+            async def send(message: "MutableMapping[str, Any]") -> None:
+                if message["type"] == "http.response.body":
+                    body = message.get("body", b"")
+                    more_body = message.get("more_body", False)
+
+                    if body == b"" and not more_body:
+                        return
+
+                    if body:
+                        await body_sender.send(body)
+
+                    if not more_body:
+                        await body_sender.aclose()
+
+            async def run_app():
+                await self.app(scope, receive, send)
+
+            class StreamingBodyStream(AsyncByteStream):  # type: ignore
+                def __init__(self, receiver):
+                    self.receiver = receiver
+
+                async def __aiter__(self):
+                    try:
+                        async for chunk in self.receiver:
+                            yield chunk
+                    except EndOfStream:  # type: ignore
+                        pass
+
+            stream = StreamingBodyStream(body_receiver)
+            response = HttpxResponse(status_code=200, headers=[], stream=stream)  # type: ignore
+
+            asyncio.create_task(run_app())
+            return response
+
+    def parse_sse_data_package(sse_chunk):
+        sse_text = sse_chunk.decode("utf-8")
+        json_str = sse_text.split("data: ")[1]
+        return json.loads(json_str)
+
+    async def inner(
+        app, method: str, params, request_id: str, keep_sse_alive: "asyncio.Event"
+    ):
+        context = {}
+
+        stream_complete = asyncio.Event()
+        endpoint_parsed = asyncio.Event()
+
+        # https://github.com/Kludex/starlette/issues/104#issuecomment-729087925
+        async with AsyncClient(  # type: ignore
+            transport=StreamingASGITransport(app=app, keep_sse_alive=keep_sse_alive),
+            base_url="http://test",
+        ) as client:
+
+            async def parse_stream():
+                async with client.stream("GET", "/sse") as stream:
+                    # Read directly from stream.stream instead of aiter_bytes()
+                    async for chunk in stream.stream:
+                        if b"event: endpoint" in chunk:
+                            sse_text = chunk.decode("utf-8")
+                            url = sse_text.split("data: ")[1]
+
+                            parsed = urlparse(url)
+                            query_params = parse_qs(parsed.query)
+                            context["session_id"] = query_params["session_id"][0]
+                            endpoint_parsed.set()
+                            continue
+
+                        if b"event: message" in chunk and b"structuredContent" in chunk:
+                            context["response"] = parse_sse_data_package(chunk)
+                            break
+                        elif (
+                            "result" in parse_sse_data_package(chunk)
+                            and "content" in parse_sse_data_package(chunk)["result"]
+                        ):
+                            context["response"] = parse_sse_data_package(chunk)
+                            break
+
+                stream_complete.set()
+
+            task = asyncio.create_task(parse_stream())
+            await endpoint_parsed.wait()
+
+            await client.post(
+                f"/messages/?session_id={context['session_id']}",
+                headers={
+                    "Content-Type": "application/json",
+                },
+                json={
+                    "jsonrpc": "2.0",
+                    "method": "initialize",
+                    "params": {
+                        "clientInfo": {"name": "test-client", "version": "1.0"},
+                        "protocolVersion": "2025-11-25",
+                        "capabilities": {},
+                    },
+                    "id": request_id,
+                },
+            )
+
+            # Notification response is mandatory.
+            # https://modelcontextprotocol.io/specification/2025-11-25/basic/lifecycle
+            await client.post(
+                f"/messages/?session_id={context['session_id']}",
+                headers={
+                    "Content-Type": "application/json",
+                    "mcp-session-id": context["session_id"],
+                },
+                json={
+                    "jsonrpc": "2.0",
+                    "method": "notifications/initialized",
+                    "params": {},
+                },
+            )
+
+            await client.post(
+                f"/messages/?session_id={context['session_id']}",
+                headers={
+                    "Content-Type": "application/json",
+                    "mcp-session-id": context["session_id"],
+                },
+                json={
+                    "jsonrpc": "2.0",
+                    "method": method,
+                    "params": params,
+                    "id": request_id,
+                },
+            )
+
+            await stream_complete.wait()
+            keep_sse_alive.set()
+
+            return task, context["session_id"], context["response"]
+
+    return inner
+
+
 class MockServerRequestHandler(BaseHTTPRequestHandler):
     def do_GET(self):  # noqa: N802
         # Process an HTTP GET request and return a response.
diff --git a/tests/integrations/anthropic/test_anthropic.py b/tests/integrations/anthropic/test_anthropic.py
index 84d773e129..49164adf32 100644
--- a/tests/integrations/anthropic/test_anthropic.py
+++ b/tests/integrations/anthropic/test_anthropic.py
@@ -49,6 +49,7 @@ async def __call__(self, *args, **kwargs):
     _set_output_data,
     _collect_ai_data,
     _transform_anthropic_content_block,
+    _RecordedUsage,
 )
 from sentry_sdk.ai.utils import transform_content_part, transform_message_content
 from sentry_sdk.utils import package_version
@@ -307,8 +308,8 @@ def test_streaming_create_message(
         assert SPANDATA.GEN_AI_RESPONSE_TEXT not in span["data"]
 
     assert span["data"][SPANDATA.GEN_AI_USAGE_INPUT_TOKENS] == 10
-    assert span["data"][SPANDATA.GEN_AI_USAGE_OUTPUT_TOKENS] == 30
-    assert span["data"][SPANDATA.GEN_AI_USAGE_TOTAL_TOKENS] == 40
+    assert span["data"][SPANDATA.GEN_AI_USAGE_OUTPUT_TOKENS] == 10
+    assert span["data"][SPANDATA.GEN_AI_USAGE_TOTAL_TOKENS] == 20
     assert span["data"][SPANDATA.GEN_AI_RESPONSE_STREAMING] is True
 
 
@@ -412,8 +413,8 @@ async def test_streaming_create_message_async(
         assert SPANDATA.GEN_AI_RESPONSE_TEXT not in span["data"]
 
     assert span["data"][SPANDATA.GEN_AI_USAGE_INPUT_TOKENS] == 10
-    assert span["data"][SPANDATA.GEN_AI_USAGE_OUTPUT_TOKENS] == 30
-    assert span["data"][SPANDATA.GEN_AI_USAGE_TOTAL_TOKENS] == 40
+    assert span["data"][SPANDATA.GEN_AI_USAGE_OUTPUT_TOKENS] == 10
+    assert span["data"][SPANDATA.GEN_AI_USAGE_TOTAL_TOKENS] == 20
     assert span["data"][SPANDATA.GEN_AI_RESPONSE_STREAMING] is True
 
 
@@ -546,8 +547,8 @@ def test_streaming_create_message_with_input_json_delta(
         assert SPANDATA.GEN_AI_RESPONSE_TEXT not in span["data"]
 
     assert span["data"][SPANDATA.GEN_AI_USAGE_INPUT_TOKENS] == 366
-    assert span["data"][SPANDATA.GEN_AI_USAGE_OUTPUT_TOKENS] == 51
-    assert span["data"][SPANDATA.GEN_AI_USAGE_TOTAL_TOKENS] == 417
+    assert span["data"][SPANDATA.GEN_AI_USAGE_OUTPUT_TOKENS] == 41
+    assert span["data"][SPANDATA.GEN_AI_USAGE_TOTAL_TOKENS] == 407
     assert span["data"][SPANDATA.GEN_AI_RESPONSE_STREAMING] is True
 
 
@@ -688,8 +689,8 @@ async def test_streaming_create_message_with_input_json_delta_async(
         assert SPANDATA.GEN_AI_RESPONSE_TEXT not in span["data"]
 
     assert span["data"][SPANDATA.GEN_AI_USAGE_INPUT_TOKENS] == 366
-    assert span["data"][SPANDATA.GEN_AI_USAGE_OUTPUT_TOKENS] == 51
-    assert span["data"][SPANDATA.GEN_AI_USAGE_TOTAL_TOKENS] == 417
+    assert span["data"][SPANDATA.GEN_AI_USAGE_OUTPUT_TOKENS] == 41
+    assert span["data"][SPANDATA.GEN_AI_USAGE_TOTAL_TOKENS] == 407
     assert span["data"][SPANDATA.GEN_AI_RESPONSE_STREAMING] is True
 
 
@@ -849,18 +850,19 @@ def test_collect_ai_data_with_input_json_delta():
         type="content_block_delta",
     )
     model = None
-    input_tokens = 10
-    output_tokens = 20
+
+    usage = _RecordedUsage()
+    usage.output_tokens = 20
+    usage.input_tokens = 10
+
     content_blocks = []
 
-    model, new_input_tokens, new_output_tokens, _, _, new_content_blocks = (
-        _collect_ai_data(
-            event, model, input_tokens, output_tokens, 0, 0, content_blocks
-        )
+    model, new_usage, new_content_blocks = _collect_ai_data(
+        event, model, usage, content_blocks
     )
     assert model is None
-    assert new_input_tokens == input_tokens
-    assert new_output_tokens == output_tokens
+    assert new_usage.input_tokens == usage.input_tokens
+    assert new_usage.output_tokens == usage.output_tokens
     assert new_content_blocks == ["test"]
 
 
@@ -1010,7 +1012,6 @@ def test_anthropic_message_truncation(sentry_init, capture_events):
     assert len(parsed_messages) == 1
     assert "small message 5" in str(parsed_messages[0])
 
-    assert chat_span["data"][SPANDATA.META_GEN_AI_ORIGINAL_INPUT_MESSAGES_LENGTH] == 5
     assert tx["_meta"]["spans"]["0"]["data"]["gen_ai.request.messages"][""]["len"] == 5
 
 
@@ -1062,7 +1063,6 @@ async def test_anthropic_message_truncation_async(sentry_init, capture_events):
     assert len(parsed_messages) == 1
     assert "small message 5" in str(parsed_messages[0])
 
-    assert chat_span["data"][SPANDATA.META_GEN_AI_ORIGINAL_INPUT_MESSAGES_LENGTH] == 5
     assert tx["_meta"]["spans"]["0"]["data"]["gen_ai.request.messages"][""]["len"] == 5
 
 
@@ -1345,8 +1345,8 @@ def test_streaming_create_message_with_system_prompt(
         assert SPANDATA.GEN_AI_RESPONSE_TEXT not in span["data"]
 
     assert span["data"][SPANDATA.GEN_AI_USAGE_INPUT_TOKENS] == 10
-    assert span["data"][SPANDATA.GEN_AI_USAGE_OUTPUT_TOKENS] == 30
-    assert span["data"][SPANDATA.GEN_AI_USAGE_TOTAL_TOKENS] == 40
+    assert span["data"][SPANDATA.GEN_AI_USAGE_OUTPUT_TOKENS] == 10
+    assert span["data"][SPANDATA.GEN_AI_USAGE_TOTAL_TOKENS] == 20
     assert span["data"][SPANDATA.GEN_AI_RESPONSE_STREAMING] is True
 
 
@@ -1465,8 +1465,8 @@ async def test_streaming_create_message_with_system_prompt_async(
         assert SPANDATA.GEN_AI_RESPONSE_TEXT not in span["data"]
 
     assert span["data"][SPANDATA.GEN_AI_USAGE_INPUT_TOKENS] == 10
-    assert span["data"][SPANDATA.GEN_AI_USAGE_OUTPUT_TOKENS] == 30
-    assert span["data"][SPANDATA.GEN_AI_USAGE_TOTAL_TOKENS] == 40
+    assert span["data"][SPANDATA.GEN_AI_USAGE_OUTPUT_TOKENS] == 10
+    assert span["data"][SPANDATA.GEN_AI_USAGE_TOTAL_TOKENS] == 20
     assert span["data"][SPANDATA.GEN_AI_RESPONSE_STREAMING] is True
 
 
diff --git a/tests/integrations/arq/test_arq.py b/tests/integrations/arq/test_arq.py
index d8b7e715f2..177f047101 100644
--- a/tests/integrations/arq/test_arq.py
+++ b/tests/integrations/arq/test_arq.py
@@ -131,9 +131,58 @@ def inner(
     return inner
 
 
+@pytest.fixture
+def init_arq_with_kwarg_settings(sentry_init):
+    """Test fixture that passes settings_cls as keyword argument only."""
+
+    def inner(
+        cls_functions=None,
+        cls_cron_jobs=None,
+        kw_functions=None,
+        kw_cron_jobs=None,
+        allow_abort_jobs_=False,
+    ):
+        cls_functions = cls_functions or []
+        cls_cron_jobs = cls_cron_jobs or []
+
+        kwargs = {}
+        if kw_functions is not None:
+            kwargs["functions"] = kw_functions
+        if kw_cron_jobs is not None:
+            kwargs["cron_jobs"] = kw_cron_jobs
+
+        sentry_init(
+            integrations=[ArqIntegration()],
+            traces_sample_rate=1.0,
+            send_default_pii=True,
+        )
+
+        server = FakeRedis()
+        pool = ArqRedis(pool_or_conn=server.connection_pool)
+
+        class WorkerSettings:
+            functions = cls_functions
+            cron_jobs = cls_cron_jobs
+            redis_pool = pool
+            allow_abort_jobs = allow_abort_jobs_
+
+        if not WorkerSettings.functions:
+            del WorkerSettings.functions
+        if not WorkerSettings.cron_jobs:
+            del WorkerSettings.cron_jobs
+
+        # Pass settings_cls as keyword argument (not positional)
+        worker = arq.worker.create_worker(settings_cls=WorkerSettings, **kwargs)
+
+        return pool, worker
+
+    return inner
+
+
 @pytest.mark.asyncio
 @pytest.mark.parametrize(
-    "init_arq_settings", ["init_arq", "init_arq_with_dict_settings"]
+    "init_arq_settings",
+    ["init_arq", "init_arq_with_dict_settings", "init_arq_with_kwarg_settings"],
 )
 async def test_job_result(init_arq_settings, request):
     async def increase(ctx, num):
diff --git a/tests/integrations/fastmcp/test_fastmcp.py b/tests/integrations/fastmcp/test_fastmcp.py
index 17f49b8b40..bcfd9a62d1 100644
--- a/tests/integrations/fastmcp/test_fastmcp.py
+++ b/tests/integrations/fastmcp/test_fastmcp.py
@@ -21,6 +21,7 @@
 accurate testing of the integration's behavior in real MCP Server scenarios.
 """
 
+import anyio
 import asyncio
 import json
 import pytest
@@ -39,6 +40,19 @@ async def __call__(self, *args, **kwargs):
 from sentry_sdk.consts import SPANDATA, OP
 from sentry_sdk.integrations.mcp import MCPIntegration
 
+from mcp.server.sse import SseServerTransport
+from mcp.server.streamable_http_manager import StreamableHTTPSessionManager
+
+try:
+    from fastmcp.prompts import Message
+except ImportError:
+    Message = None
+
+
+from starlette.responses import Response
+from starlette.routing import Mount, Route
+from starlette.applications import Starlette
+
 # Try to import both FastMCP implementations
 try:
     from mcp.server.fastmcp import FastMCP as MCPFastMCP
@@ -71,6 +85,10 @@ async def __call__(self, *args, **kwargs):
     GetPromptRequest = None
     ReadResourceRequest = None
 
+try:
+    from fastmcp import __version__ as FASTMCP_VERSION
+except ImportError:
+    FASTMCP_VERSION = None
 
 # Collect available FastMCP implementations for parametrization
 fastmcp_implementations = []
@@ -245,46 +263,19 @@ def reset_request_ctx():
             pass
 
 
-class MockRequestContext:
-    """Mock MCP request context"""
-
-    def __init__(self, request_id=None, session_id=None, transport="stdio"):
-        self.request_id = request_id
-        if transport in ("http", "sse"):
-            self.request = MockHTTPRequest(session_id, transport)
-        else:
-            self.request = None
-
-
-class MockHTTPRequest:
-    """Mock HTTP request for SSE/StreamableHTTP transport"""
-
-    def __init__(self, session_id=None, transport="http"):
-        self.headers = {}
-        self.query_params = {}
-
-        if transport == "sse":
-            # SSE transport uses query parameter
-            if session_id:
-                self.query_params["session_id"] = session_id
-        else:
-            # StreamableHTTP transport uses header
-            if session_id:
-                self.headers["mcp-session-id"] = session_id
-
-
 # =============================================================================
 # Tool Handler Tests - Verifying Sentry Integration
 # =============================================================================
 
 
+@pytest.mark.asyncio
 @pytest.mark.parametrize("FastMCP", fastmcp_implementations, ids=fastmcp_ids)
 @pytest.mark.parametrize(
     "send_default_pii, include_prompts",
     [(True, True), (True, False), (False, True), (False, False)],
 )
-def test_fastmcp_tool_sync(
-    sentry_init, capture_events, FastMCP, send_default_pii, include_prompts
+async def test_fastmcp_tool_sync(
+    sentry_init, capture_events, FastMCP, send_default_pii, include_prompts, stdio
 ):
     """Test that FastMCP synchronous tool handlers create proper spans"""
     sentry_init(
@@ -296,11 +287,6 @@ def test_fastmcp_tool_sync(
 
     mcp = FastMCP("Test Server")
 
-    # Set up mock request context
-    if request_ctx is not None:
-        mock_ctx = MockRequestContext(request_id="req-123", transport="stdio")
-        request_ctx.set(mock_ctx)
-
     @mcp.tool()
     def add_numbers(a: int, b: int) -> dict:
         """Add two numbers together"""
@@ -308,9 +294,20 @@ def add_numbers(a: int, b: int) -> dict:
 
     with start_transaction(name="fastmcp tx"):
         # Call through MCP protocol to trigger instrumentation
-        result = call_tool_through_mcp(mcp, "add_numbers", {"a": 10, "b": 5})
+        result = await stdio(
+            mcp._mcp_server,
+            method="tools/call",
+            params={
+                "name": "add_numbers",
+                "arguments": {"a": 10, "b": 5},
+            },
+            request_id="req-123",
+        )
 
-    assert result == {"result": 15, "operation": "addition"}
+    assert json.loads(result.message.root.result["content"][0]["text"]) == {
+        "result": 15,
+        "operation": "addition",
+    }
 
     (tx,) = events
     assert tx["type"] == "transaction"
@@ -340,7 +337,13 @@ def add_numbers(a: int, b: int) -> dict:
     [(True, True), (True, False), (False, True), (False, False)],
 )
 async def test_fastmcp_tool_async(
-    sentry_init, capture_events, FastMCP, send_default_pii, include_prompts
+    sentry_init,
+    capture_events,
+    FastMCP,
+    send_default_pii,
+    include_prompts,
+    json_rpc,
+    select_transactions_with_mcp_spans,
 ):
     """Test that FastMCP async tool handlers create proper spans"""
     sentry_init(
@@ -352,31 +355,44 @@ async def test_fastmcp_tool_async(
 
     mcp = FastMCP("Test Server")
 
-    # Set up mock request context
-    if request_ctx is not None:
-        mock_ctx = MockRequestContext(
-            request_id="req-456", session_id="session-789", transport="http"
-        )
-        request_ctx.set(mock_ctx)
+    session_manager = StreamableHTTPSessionManager(
+        app=mcp._mcp_server,
+        json_response=True,
+    )
+
+    app = Starlette(
+        routes=[
+            Mount("/mcp", app=session_manager.handle_request),
+        ],
+        lifespan=lambda app: session_manager.run(),
+    )
 
     @mcp.tool()
     async def multiply_numbers(x: int, y: int) -> dict:
         """Multiply two numbers together"""
         return {"result": x * y, "operation": "multiplication"}
 
-    with start_transaction(name="fastmcp tx"):
-        result = await call_tool_through_mcp_async(
-            mcp, "multiply_numbers", {"x": 7, "y": 6}
-        )
+    session_id, result = json_rpc(
+        app,
+        method="tools/call",
+        params={
+            "name": "multiply_numbers",
+            "arguments": {"x": 7, "y": 6},
+        },
+        request_id="req-456",
+    )
 
-    assert result == {"result": 42, "operation": "multiplication"}
+    assert json.loads(result.json()["result"]["content"][0]["text"]) == {
+        "result": 42,
+        "operation": "multiplication",
+    }
 
-    (tx,) = events
-    assert tx["type"] == "transaction"
+    transactions = select_transactions_with_mcp_spans(events, method_name="tools/call")
+    assert len(transactions) == 1
+    tx = transactions[0]
     assert len(tx["spans"]) == 1
-
-    # Verify span structure
     span = tx["spans"][0]
+
     assert span["op"] == OP.MCP_SERVER
     assert span["origin"] == "auto.ai.mcp"
     assert span["description"] == "tools/call multiply_numbers"
@@ -384,7 +400,7 @@ async def multiply_numbers(x: int, y: int) -> dict:
     assert span["data"][SPANDATA.MCP_METHOD_NAME] == "tools/call"
     assert span["data"][SPANDATA.MCP_TRANSPORT] == "http"
     assert span["data"][SPANDATA.MCP_REQUEST_ID] == "req-456"
-    assert span["data"][SPANDATA.MCP_SESSION_ID] == "session-789"
+    assert span["data"][SPANDATA.MCP_SESSION_ID] == session_id
 
     # Check PII-sensitive data
     if send_default_pii and include_prompts:
@@ -393,8 +409,9 @@ async def multiply_numbers(x: int, y: int) -> dict:
         assert SPANDATA.MCP_TOOL_RESULT_CONTENT not in span["data"]
 
 
+@pytest.mark.asyncio
 @pytest.mark.parametrize("FastMCP", fastmcp_implementations, ids=fastmcp_ids)
-def test_fastmcp_tool_with_error(sentry_init, capture_events, FastMCP):
+async def test_fastmcp_tool_with_error(sentry_init, capture_events, FastMCP, stdio):
     """Test that FastMCP tool handler errors are captured properly"""
     sentry_init(
         integrations=[MCPIntegration()],
@@ -404,26 +421,23 @@ def test_fastmcp_tool_with_error(sentry_init, capture_events, FastMCP):
 
     mcp = FastMCP("Test Server")
 
-    # Set up mock request context
-    if request_ctx is not None:
-        mock_ctx = MockRequestContext(request_id="req-error", transport="stdio")
-        request_ctx.set(mock_ctx)
-
     @mcp.tool()
     def failing_tool(value: int) -> int:
         """A tool that always fails"""
         raise ValueError("Tool execution failed")
 
     with start_transaction(name="fastmcp tx"):
-        # MCP protocol may raise the error or return it as an error result
-        try:
-            result = call_tool_through_mcp(mcp, "failing_tool", {"value": 42})
-            # If no exception raised, check if result indicates error
-            if hasattr(result, "isError"):
-                assert result.isError is True
-        except ValueError:
-            # Error was raised as expected
-            pass
+        result = await stdio(
+            mcp._mcp_server,
+            method="tools/call",
+            params={
+                "name": "failing_tool",
+                "arguments": {"value": 42},
+            },
+            request_id="req-error",
+        )
+        # If no exception raised, check if result indicates error
+        assert result.message.root.result["isError"] is True
 
     # Should have transaction and error events
     assert len(events) >= 1
@@ -443,8 +457,9 @@ def failing_tool(value: int) -> int:
     assert tool_spans[0]["data"][SPANDATA.MCP_TOOL_RESULT_IS_ERROR] is True
 
 
+@pytest.mark.asyncio
 @pytest.mark.parametrize("FastMCP", fastmcp_implementations, ids=fastmcp_ids)
-def test_fastmcp_multiple_tools(sentry_init, capture_events, FastMCP):
+async def test_fastmcp_multiple_tools(sentry_init, capture_events, FastMCP, stdio):
     """Test that multiple FastMCP tool calls create multiple spans"""
     sentry_init(
         integrations=[MCPIntegration()],
@@ -454,11 +469,6 @@ def test_fastmcp_multiple_tools(sentry_init, capture_events, FastMCP):
 
     mcp = FastMCP("Test Server")
 
-    # Set up mock request context
-    if request_ctx is not None:
-        mock_ctx = MockRequestContext(request_id="req-multi", transport="stdio")
-        request_ctx.set(mock_ctx)
-
     @mcp.tool()
     def tool_one(x: int) -> int:
         """First tool"""
@@ -475,13 +485,43 @@ def tool_three(z: int) -> int:
         return z - 5
 
     with start_transaction(name="fastmcp tx"):
-        result1 = call_tool_through_mcp(mcp, "tool_one", {"x": 5})
-        result2 = call_tool_through_mcp(mcp, "tool_two", {"y": result1["result"]})
-        result3 = call_tool_through_mcp(mcp, "tool_three", {"z": result2["result"]})
+        result1 = await stdio(
+            mcp._mcp_server,
+            method="tools/call",
+            params={
+                "name": "tool_one",
+                "arguments": {"x": 5},
+            },
+            request_id="req-multi",
+        )
 
-    assert result1["result"] == 10
-    assert result2["result"] == 20
-    assert result3["result"] == 15
+        result2 = await stdio(
+            mcp._mcp_server,
+            method="tools/call",
+            params={
+                "name": "tool_two",
+                "arguments": {
+                    "y": int(result1.message.root.result["content"][0]["text"])
+                },
+            },
+            request_id="req-multi",
+        )
+
+        result3 = await stdio(
+            mcp._mcp_server,
+            method="tools/call",
+            params={
+                "name": "tool_three",
+                "arguments": {
+                    "z": int(result2.message.root.result["content"][0]["text"])
+                },
+            },
+            request_id="req-multi",
+        )
+
+    assert result1.message.root.result["content"][0]["text"] == "10"
+    assert result2.message.root.result["content"][0]["text"] == "20"
+    assert result3.message.root.result["content"][0]["text"] == "15"
 
     (tx,) = events
     assert tx["type"] == "transaction"
@@ -494,8 +534,11 @@ def tool_three(z: int) -> int:
     assert tool_spans[2]["data"][SPANDATA.MCP_TOOL_NAME] == "tool_three"
 
 
+@pytest.mark.asyncio
 @pytest.mark.parametrize("FastMCP", fastmcp_implementations, ids=fastmcp_ids)
-def test_fastmcp_tool_with_complex_return(sentry_init, capture_events, FastMCP):
+async def test_fastmcp_tool_with_complex_return(
+    sentry_init, capture_events, FastMCP, stdio
+):
     """Test FastMCP tool with complex nested return value"""
     sentry_init(
         integrations=[MCPIntegration(include_prompts=True)],
@@ -506,11 +549,6 @@ def test_fastmcp_tool_with_complex_return(sentry_init, capture_events, FastMCP):
 
     mcp = FastMCP("Test Server")
 
-    # Set up mock request context
-    if request_ctx is not None:
-        mock_ctx = MockRequestContext(request_id="req-complex", transport="stdio")
-        request_ctx.set(mock_ctx)
-
     @mcp.tool()
     def get_user_data(user_id: int) -> dict:
         """Get complex user data"""
@@ -522,11 +560,22 @@ def get_user_data(user_id: int) -> dict:
         }
 
     with start_transaction(name="fastmcp tx"):
-        result = call_tool_through_mcp(mcp, "get_user_data", {"user_id": 123})
+        result = await stdio(
+            mcp._mcp_server,
+            method="tools/call",
+            params={
+                "name": "get_user_data",
+                "arguments": {"user_id": 123},
+            },
+            request_id="req-complex",
+        )
 
-    assert result["id"] == 123
-    assert result["name"] == "Alice"
-    assert result["nested"]["preferences"]["theme"] == "dark"
+    assert json.loads(result.message.root.result["content"][0]["text"]) == {
+        "id": 123,
+        "name": "Alice",
+        "nested": {"preferences": {"theme": "dark", "notifications": True}},
+        "tags": ["admin", "verified"],
+    }
 
     (tx,) = events
     assert tx["type"] == "transaction"
@@ -545,13 +594,14 @@ def get_user_data(user_id: int) -> dict:
 # =============================================================================
 
 
+@pytest.mark.asyncio
 @pytest.mark.parametrize("FastMCP", fastmcp_implementations, ids=fastmcp_ids)
 @pytest.mark.parametrize(
     "send_default_pii, include_prompts",
     [(True, True), (False, False)],
 )
-def test_fastmcp_prompt_sync(
-    sentry_init, capture_events, FastMCP, send_default_pii, include_prompts
+async def test_fastmcp_prompt_sync(
+    sentry_init, capture_events, FastMCP, send_default_pii, include_prompts, stdio
 ):
     """Test that FastMCP synchronous prompt handlers create proper spans"""
     sentry_init(
@@ -563,38 +613,41 @@ def test_fastmcp_prompt_sync(
 
     mcp = FastMCP("Test Server")
 
-    # Set up mock request context
-    if request_ctx is not None:
-        mock_ctx = MockRequestContext(request_id="req-prompt", transport="stdio")
-        request_ctx.set(mock_ctx)
-
     # Try to register a prompt handler (may not be supported in all versions)
     if hasattr(mcp, "prompt"):
 
         @mcp.prompt()
         def code_help_prompt(language: str):
             """Get help for a programming language"""
-            return [
-                {
-                    "role": "user",
-                    "content": {
-                        "type": "text",
-                        "text": f"Tell me about {language}",
-                    },
-                }
-            ]
+            message = {
+                "role": "user",
+                "content": {
+                    "type": "text",
+                    "text": f"Tell me about {language}",
+                },
+            }
+
+            if FASTMCP_VERSION is not None and FASTMCP_VERSION.startswith("3"):
+                message = Message(message)
+
+            return [message]
 
         with start_transaction(name="fastmcp tx"):
-            try:
-                result = call_prompt_through_mcp(
-                    mcp, "code_help_prompt", {"language": "python"}
-                )
-            except AttributeError:
-                # Prompt handler not supported in this version
-                pytest.skip("Prompt handlers not supported in this FastMCP version")
+            result = await stdio(
+                mcp._mcp_server,
+                method="prompts/get",
+                params={
+                    "name": "code_help_prompt",
+                    "arguments": {"language": "python"},
+                },
+                request_id="req-prompt",
+            )
 
-        assert result.messages[0].role == "user"
-        assert "python" in result.messages[0].content.text.lower()
+        assert result.message.root.result["messages"][0]["role"] == "user"
+        assert (
+            "python"
+            in result.message.root.result["messages"][0]["content"]["text"].lower()
+        )
 
         (tx,) = events
         assert tx["type"] == "transaction"
@@ -616,7 +669,13 @@ def code_help_prompt(language: str):
 
 @pytest.mark.parametrize("FastMCP", fastmcp_implementations, ids=fastmcp_ids)
 @pytest.mark.asyncio
-async def test_fastmcp_prompt_async(sentry_init, capture_events, FastMCP):
+async def test_fastmcp_prompt_async(
+    sentry_init,
+    capture_events,
+    FastMCP,
+    json_rpc,
+    select_transactions_with_mcp_spans,
+):
     """Test that FastMCP async prompt handlers create proper spans"""
     sentry_init(
         integrations=[MCPIntegration()],
@@ -626,12 +685,17 @@ async def test_fastmcp_prompt_async(sentry_init, capture_events, FastMCP):
 
     mcp = FastMCP("Test Server")
 
-    # Set up mock request context
-    if request_ctx is not None:
-        mock_ctx = MockRequestContext(
-            request_id="req-async-prompt", session_id="session-abc", transport="http"
-        )
-        request_ctx.set(mock_ctx)
+    session_manager = StreamableHTTPSessionManager(
+        app=mcp._mcp_server,
+        json_response=True,
+    )
+
+    app = Starlette(
+        routes=[
+            Mount("/mcp", app=session_manager.handle_request),
+        ],
+        lifespan=lambda app: session_manager.run(),
+    )
 
     # Try to register an async prompt handler
     if hasattr(mcp, "prompt"):
@@ -639,33 +703,41 @@ async def test_fastmcp_prompt_async(sentry_init, capture_events, FastMCP):
         @mcp.prompt()
         async def async_prompt(topic: str):
             """Get async prompt for a topic"""
-            return [
-                {
-                    "role": "user",
-                    "content": {"type": "text", "text": f"What is {topic}?"},
+            message1 = {
+                "role": "user",
+                "content": {"type": "text", "text": f"What is {topic}?"},
+            }
+
+            message2 = {
+                "role": "assistant",
+                "content": {
+                    "type": "text",
+                    "text": "Let me explain that",
                 },
-                {
-                    "role": "assistant",
-                    "content": {
-                        "type": "text",
-                        "text": "Let me explain that",
-                    },
-                },
-            ]
-
-        with start_transaction(name="fastmcp tx"):
-            try:
-                result = await call_prompt_through_mcp_async(
-                    mcp, "async_prompt", {"topic": "MCP"}
-                )
-            except AttributeError:
-                # Prompt handler not supported in this version
-                pytest.skip("Prompt handlers not supported in this FastMCP version")
+            }
+
+            if FASTMCP_VERSION is not None and FASTMCP_VERSION.startswith("3"):
+                message1 = Message(message1)
+                message2 = Message(message2)
+
+            return [message1, message2]
+
+        _, result = json_rpc(
+            app,
+            method="prompts/get",
+            params={
+                "name": "async_prompt",
+                "arguments": {"topic": "MCP"},
+            },
+            request_id="req-async-prompt",
+        )
 
-        assert len(result.messages) == 2
+        assert len(result.json()["result"]["messages"]) == 2
 
-        (tx,) = events
-        assert tx["type"] == "transaction"
+        transactions = select_transactions_with_mcp_spans(
+            events, method_name="prompts/get"
+        )
+        assert len(transactions) == 1
 
 
 # =============================================================================
@@ -673,8 +745,9 @@ async def async_prompt(topic: str):
 # =============================================================================
 
 
+@pytest.mark.asyncio
 @pytest.mark.parametrize("FastMCP", fastmcp_implementations, ids=fastmcp_ids)
-def test_fastmcp_resource_sync(sentry_init, capture_events, FastMCP):
+async def test_fastmcp_resource_sync(sentry_init, capture_events, FastMCP, stdio):
     """Test that FastMCP synchronous resource handlers create proper spans"""
     sentry_init(
         integrations=[MCPIntegration()],
@@ -684,11 +757,6 @@ def test_fastmcp_resource_sync(sentry_init, capture_events, FastMCP):
 
     mcp = FastMCP("Test Server")
 
-    # Set up mock request context
-    if request_ctx is not None:
-        mock_ctx = MockRequestContext(request_id="req-resource", transport="stdio")
-        request_ctx.set(mock_ctx)
-
     # Try to register a resource handler
     try:
         if hasattr(mcp, "resource"):
@@ -700,7 +768,14 @@ def read_file(path: str):
 
             with start_transaction(name="fastmcp tx"):
                 try:
-                    result = call_resource_through_mcp(mcp, "file:///test.txt")
+                    result = await stdio(
+                        mcp._mcp_server,
+                        method="resources/read",
+                        params={
+                            "uri": "file:///test.txt",
+                        },
+                        request_id="req-resource",
+                    )
                 except ValueError as e:
                     # Older FastMCP versions may not support this URI pattern
                     if "Unknown resource" in str(e):
@@ -710,7 +785,7 @@ def read_file(path: str):
                     raise
 
             # Resource content is returned as-is
-            assert "file contents" in result.contents[0].text
+            assert "file contents" in result.message.root.result["contents"][0]["text"]
 
             (tx,) = events
             assert tx["type"] == "transaction"
@@ -729,7 +804,13 @@ def read_file(path: str):
 
 @pytest.mark.parametrize("FastMCP", fastmcp_implementations, ids=fastmcp_ids)
 @pytest.mark.asyncio
-async def test_fastmcp_resource_async(sentry_init, capture_events, FastMCP):
+async def test_fastmcp_resource_async(
+    sentry_init,
+    capture_events,
+    FastMCP,
+    json_rpc,
+    select_transactions_with_mcp_spans,
+):
     """Test that FastMCP async resource handlers create proper spans"""
     sentry_init(
         integrations=[MCPIntegration()],
@@ -739,12 +820,17 @@ async def test_fastmcp_resource_async(sentry_init, capture_events, FastMCP):
 
     mcp = FastMCP("Test Server")
 
-    # Set up mock request context
-    if request_ctx is not None:
-        mock_ctx = MockRequestContext(
-            request_id="req-async-resource", session_id="session-res", transport="http"
-        )
-        request_ctx.set(mock_ctx)
+    session_manager = StreamableHTTPSessionManager(
+        app=mcp._mcp_server,
+        json_response=True,
+    )
+
+    app = Starlette(
+        routes=[
+            Mount("/mcp", app=session_manager.handle_request),
+        ],
+        lifespan=lambda app: session_manager.run(),
+    )
 
     # Try to register an async resource handler
     try:
@@ -755,28 +841,33 @@ async def read_url(resource: str):
                 """Read a URL resource"""
                 return "resource data"
 
-            with start_transaction(name="fastmcp tx"):
-                try:
-                    result = await call_resource_through_mcp_async(
-                        mcp, "https://example.com/resource"
-                    )
-                except ValueError as e:
-                    # Older FastMCP versions may not support this URI pattern
-                    if "Unknown resource" in str(e):
-                        pytest.skip(
-                            f"Resource URI not supported in this FastMCP version: {e}"
-                        )
-                    raise
-
-            assert "resource data" in result.contents[0].text
-
-            (tx,) = events
-            assert tx["type"] == "transaction"
-
-            # Verify span was created
-            resource_spans = [s for s in tx["spans"] if s["op"] == OP.MCP_SERVER]
-            assert len(resource_spans) == 1
-            assert resource_spans[0]["data"][SPANDATA.MCP_RESOURCE_PROTOCOL] == "https"
+            _, result = json_rpc(
+                app,
+                method="resources/read",
+                params={
+                    "uri": "https://example.com/resource",
+                },
+                request_id="req-async-resource",
+            )
+            # Older FastMCP versions may not support this URI pattern
+            if (
+                "error" in result.json()
+                and "Unknown resource" in result.json()["error"]["message"]
+            ):
+                pytest.skip("Resource URI not supported in this FastMCP version.")
+                return
+
+            assert "resource data" in result.json()["result"]["contents"][0]["text"]
+
+            transactions = select_transactions_with_mcp_spans(
+                events, method_name="resources/read"
+            )
+            assert len(transactions) == 1
+            tx = transactions[0]
+            assert len(tx["spans"]) == 1
+            span = tx["spans"][0]
+
+            assert span["data"][SPANDATA.MCP_RESOURCE_PROTOCOL] == "https"
     except (AttributeError, TypeError):
         # Resource handler not supported in this version
         pytest.skip("Resource handlers not supported in this FastMCP version")
@@ -787,8 +878,9 @@ async def read_url(resource: str):
 # =============================================================================
 
 
+@pytest.mark.asyncio
 @pytest.mark.parametrize("FastMCP", fastmcp_implementations, ids=fastmcp_ids)
-def test_fastmcp_span_origin(sentry_init, capture_events, FastMCP):
+async def test_fastmcp_span_origin(sentry_init, capture_events, FastMCP, stdio):
     """Test that FastMCP span origin is set correctly"""
     sentry_init(
         integrations=[MCPIntegration()],
@@ -798,18 +890,21 @@ def test_fastmcp_span_origin(sentry_init, capture_events, FastMCP):
 
     mcp = FastMCP("Test Server")
 
-    # Set up mock request context
-    if request_ctx is not None:
-        mock_ctx = MockRequestContext(request_id="req-origin", transport="stdio")
-        request_ctx.set(mock_ctx)
-
     @mcp.tool()
     def test_tool(value: int) -> int:
         """Test tool for origin checking"""
         return value * 2
 
     with start_transaction(name="fastmcp tx"):
-        call_tool_through_mcp(mcp, "test_tool", {"value": 21})
+        await stdio(
+            mcp._mcp_server,
+            method="tools/call",
+            params={
+                "name": "test_tool",
+                "arguments": {"value": 21},
+            },
+            request_id="req-origin",
+        )
 
     (tx,) = events
 
@@ -821,43 +916,16 @@ def test_tool(value: int) -> int:
     assert mcp_spans[0]["origin"] == "auto.ai.mcp"
 
 
-@pytest.mark.parametrize("FastMCP", fastmcp_implementations, ids=fastmcp_ids)
-def test_fastmcp_without_request_context(sentry_init, capture_events, FastMCP):
-    """Test FastMCP handling when no request context is available"""
-    sentry_init(
-        integrations=[MCPIntegration()],
-        traces_sample_rate=1.0,
-    )
-    events = capture_events()
-
-    mcp = FastMCP("Test Server")
-
-    # Clear request context
-    if request_ctx is not None:
-        request_ctx.set(None)
-
-    @mcp.tool()
-    def test_tool_no_ctx(x: int) -> dict:
-        """Test tool without context"""
-        return {"result": x + 1}
-
-    with start_transaction(name="fastmcp tx"):
-        result = call_tool_through_mcp(mcp, "test_tool_no_ctx", {"x": 99})
-
-    assert result == {"result": 100}
-
-    # Should still create transaction even if context is missing
-    (tx,) = events
-    assert tx["type"] == "transaction"
-
-
 # =============================================================================
 # Transport Detection Tests
 # =============================================================================
 
 
+@pytest.mark.asyncio
 @pytest.mark.parametrize("FastMCP", fastmcp_implementations, ids=fastmcp_ids)
-def test_fastmcp_sse_transport(sentry_init, capture_events, FastMCP):
+async def test_fastmcp_sse_transport(
+    sentry_init, capture_events, FastMCP, json_rpc_sse
+):
     """Test that FastMCP correctly detects SSE transport"""
     sentry_init(
         integrations=[MCPIntegration()],
@@ -866,25 +934,66 @@ def test_fastmcp_sse_transport(sentry_init, capture_events, FastMCP):
     events = capture_events()
 
     mcp = FastMCP("Test Server")
+    sse = SseServerTransport("/messages/")
 
-    # Set up mock request context with SSE transport
-    if request_ctx is not None:
-        mock_ctx = MockRequestContext(
-            request_id="req-sse", session_id="session-sse-123", transport="sse"
-        )
-        request_ctx.set(mock_ctx)
+    sse_connection_closed = asyncio.Event()
+
+    async def handle_sse(request):
+        async with sse.connect_sse(
+            request.scope, request.receive, request._send
+        ) as streams:
+            async with anyio.create_task_group() as tg:
+
+                async def run_server():
+                    await mcp._mcp_server.run(
+                        streams[0],
+                        streams[1],
+                        mcp._mcp_server.create_initialization_options(),
+                    )
+
+                tg.start_soon(run_server)
+
+        sse_connection_closed.set()
+        return Response()
+
+    app = Starlette(
+        routes=[
+            Route("/sse", endpoint=handle_sse, methods=["GET"]),
+            Mount("/messages/", app=sse.handle_post_message),
+        ],
+    )
 
     @mcp.tool()
     def sse_tool(value: str) -> dict:
         """Tool for SSE transport test"""
         return {"message": f"Received: {value}"}
 
-    with start_transaction(name="fastmcp tx"):
-        result = call_tool_through_mcp(mcp, "sse_tool", {"value": "hello"})
+    keep_sse_alive = asyncio.Event()
+    app_task, _, result = await json_rpc_sse(
+        app,
+        method="tools/call",
+        params={
+            "name": "sse_tool",
+            "arguments": {"value": "hello"},
+        },
+        request_id="req-sse",
+        keep_sse_alive=keep_sse_alive,
+    )
 
-    assert result == {"message": "Received: hello"}
+    await sse_connection_closed.wait()
+    await app_task
 
-    (tx,) = events
+    assert json.loads(result["result"]["content"][0]["text"]) == {
+        "message": "Received: hello"
+    }
+
+    transactions = [
+        event
+        for event in events
+        if event["type"] == "transaction" and event["transaction"] == "/sse"
+    ]
+    assert len(transactions) == 1
+    tx = transactions[0]
 
     # Find MCP spans
     mcp_spans = [s for s in tx["spans"] if s["op"] == OP.MCP_SERVER]
@@ -895,7 +1004,13 @@ def sse_tool(value: str) -> dict:
 
 
 @pytest.mark.parametrize("FastMCP", fastmcp_implementations, ids=fastmcp_ids)
-def test_fastmcp_http_transport(sentry_init, capture_events, FastMCP):
+def test_fastmcp_http_transport(
+    sentry_init,
+    capture_events,
+    FastMCP,
+    json_rpc,
+    select_transactions_with_mcp_spans,
+):
     """Test that FastMCP correctly detects HTTP transport"""
     sentry_init(
         integrations=[MCPIntegration()],
@@ -905,35 +1020,50 @@ def test_fastmcp_http_transport(sentry_init, capture_events, FastMCP):
 
     mcp = FastMCP("Test Server")
 
-    # Set up mock request context with HTTP transport
-    if request_ctx is not None:
-        mock_ctx = MockRequestContext(
-            request_id="req-http", session_id="session-http-456", transport="http"
-        )
-        request_ctx.set(mock_ctx)
+    session_manager = StreamableHTTPSessionManager(
+        app=mcp._mcp_server,
+        json_response=True,
+    )
+
+    app = Starlette(
+        routes=[
+            Mount("/mcp", app=session_manager.handle_request),
+        ],
+        lifespan=lambda app: session_manager.run(),
+    )
 
     @mcp.tool()
     def http_tool(data: str) -> dict:
         """Tool for HTTP transport test"""
         return {"processed": data.upper()}
 
-    with start_transaction(name="fastmcp tx"):
-        result = call_tool_through_mcp(mcp, "http_tool", {"data": "test"})
+    _, result = json_rpc(
+        app,
+        method="tools/call",
+        params={
+            "name": "http_tool",
+            "arguments": {"data": "test"},
+        },
+        request_id="req-http",
+    )
 
-    assert result == {"processed": "TEST"}
+    assert json.loads(result.json()["result"]["content"][0]["text"]) == {
+        "processed": "TEST"
+    }
 
-    (tx,) = events
+    transactions = select_transactions_with_mcp_spans(events, method_name="tools/call")
+    assert len(transactions) == 1
+    tx = transactions[0]
+    assert len(tx["spans"]) == 1
+    span = tx["spans"][0]
 
-    # Find MCP spans
-    mcp_spans = [s for s in tx["spans"] if s["op"] == OP.MCP_SERVER]
-    assert len(mcp_spans) >= 1
-    span = mcp_spans[0]
     # Check that HTTP transport is detected
     assert span["data"].get(SPANDATA.MCP_TRANSPORT) == "http"
 
 
+@pytest.mark.asyncio
 @pytest.mark.parametrize("FastMCP", fastmcp_implementations, ids=fastmcp_ids)
-def test_fastmcp_stdio_transport(sentry_init, capture_events, FastMCP):
+async def test_fastmcp_stdio_transport(sentry_init, capture_events, FastMCP, stdio):
     """Test that FastMCP correctly detects stdio transport"""
     sentry_init(
         integrations=[MCPIntegration()],
@@ -943,20 +1073,25 @@ def test_fastmcp_stdio_transport(sentry_init, capture_events, FastMCP):
 
     mcp = FastMCP("Test Server")
 
-    # Set up mock request context with stdio transport
-    if request_ctx is not None:
-        mock_ctx = MockRequestContext(request_id="req-stdio", transport="stdio")
-        request_ctx.set(mock_ctx)
-
     @mcp.tool()
     def stdio_tool(n: int) -> dict:
         """Tool for stdio transport test"""
         return {"squared": n * n}
 
     with start_transaction(name="fastmcp tx"):
-        result = call_tool_through_mcp(mcp, "stdio_tool", {"n": 7})
+        result = await stdio(
+            mcp._mcp_server,
+            method="tools/call",
+            params={
+                "name": "stdio_tool",
+                "arguments": {"n": 7},
+            },
+            request_id="req-stdio",
+        )
 
-    assert result == {"squared": 49}
+    assert json.loads(result.message.root.result["content"][0]["text"]) == {
+        "squared": 49
+    }
 
     (tx,) = events
 
@@ -1000,10 +1135,11 @@ def package_specific_tool(x: int) -> int:
     assert tx["type"] == "transaction"
 
 
+@pytest.mark.asyncio
 @pytest.mark.skipif(
     not HAS_STANDALONE_FASTMCP, reason="standalone fastmcp not installed"
 )
-def test_standalone_fastmcp_specific_features(sentry_init, capture_events):
+async def test_standalone_fastmcp_specific_features(sentry_init, capture_events, stdio):
     """Test features specific to standalone fastmcp package"""
     sentry_init(
         integrations=[MCPIntegration()],
@@ -1021,12 +1157,19 @@ def standalone_specific_tool(message: str) -> dict:
         return {"echo": message, "length": len(message)}
 
     with start_transaction(name="standalone fastmcp tx"):
-        result = call_tool_through_mcp(
-            mcp, "standalone_specific_tool", {"message": "Hello FastMCP"}
+        result = await stdio(
+            mcp._mcp_server,
+            method="tools/call",
+            params={
+                "name": "standalone_specific_tool",
+                "arguments": {"message": "Hello FastMCP"},
+            },
         )
 
-    assert result["echo"] == "Hello FastMCP"
-    assert result["length"] == 13
+    assert json.loads(result.message.root.result["content"][0]["text"]) == {
+        "echo": "Hello FastMCP",
+        "length": 13,
+    }
 
     (tx,) = events
     assert tx["type"] == "transaction"
@@ -1037,8 +1180,11 @@ def standalone_specific_tool(message: str) -> dict:
 # =============================================================================
 
 
+@pytest.mark.asyncio
 @pytest.mark.parametrize("FastMCP", fastmcp_implementations, ids=fastmcp_ids)
-def test_fastmcp_tool_with_no_arguments(sentry_init, capture_events, FastMCP):
+async def test_fastmcp_tool_with_no_arguments(
+    sentry_init, capture_events, FastMCP, stdio
+):
     """Test FastMCP tool with no arguments"""
     sentry_init(
         integrations=[MCPIntegration()],
@@ -1054,16 +1200,26 @@ def no_args_tool() -> str:
         return "success"
 
     with start_transaction(name="fastmcp tx"):
-        result = call_tool_through_mcp(mcp, "no_args_tool", {})
+        result = await stdio(
+            mcp._mcp_server,
+            method="tools/call",
+            params={
+                "name": "no_args_tool",
+                "arguments": {},
+            },
+        )
 
-    assert result["result"] == "success"
+    assert result.message.root.result["content"][0]["text"] == "success"
 
     (tx,) = events
     assert tx["type"] == "transaction"
 
 
+@pytest.mark.asyncio
 @pytest.mark.parametrize("FastMCP", fastmcp_implementations, ids=fastmcp_ids)
-def test_fastmcp_tool_with_none_return(sentry_init, capture_events, FastMCP):
+async def test_fastmcp_tool_with_none_return(
+    sentry_init, capture_events, FastMCP, stdio
+):
     """Test FastMCP tool that returns None"""
     sentry_init(
         integrations=[MCPIntegration()],
@@ -1079,18 +1235,33 @@ def none_return_tool(action: str) -> None:
         pass
 
     with start_transaction(name="fastmcp tx"):
-        result = call_tool_through_mcp(mcp, "none_return_tool", {"action": "log"})
+        result = await stdio(
+            mcp._mcp_server,
+            method="tools/call",
+            params={
+                "name": "none_return_tool",
+                "arguments": {"action": "log"},
+            },
+        )
 
-    # Helper function normalizes to {"result": value} format
-    assert result["result"] is None
+    if (
+        isinstance(mcp, StandaloneFastMCP) and FASTMCP_VERSION is not None
+    ) or isinstance(mcp, MCPFastMCP):
+        assert len(result.message.root.result["content"]) == 0
+    else:
+        assert result.message.root.result["content"] == [
+            {"type": "text", "text": "None"}
+        ]
 
     (tx,) = events
     assert tx["type"] == "transaction"
 
 
-@pytest.mark.parametrize("FastMCP", fastmcp_implementations, ids=fastmcp_ids)
 @pytest.mark.asyncio
-async def test_fastmcp_mixed_sync_async_tools(sentry_init, capture_events, FastMCP):
+@pytest.mark.parametrize("FastMCP", fastmcp_implementations, ids=fastmcp_ids)
+async def test_fastmcp_mixed_sync_async_tools(
+    sentry_init, capture_events, FastMCP, stdio
+):
     """Test mixing sync and async tools in FastMCP"""
     sentry_init(
         integrations=[MCPIntegration()],
@@ -1100,11 +1271,6 @@ async def test_fastmcp_mixed_sync_async_tools(sentry_init, capture_events, FastM
 
     mcp = FastMCP("Test Server")
 
-    # Set up mock request context
-    if request_ctx is not None:
-        mock_ctx = MockRequestContext(request_id="req-mixed", transport="stdio")
-        request_ctx.set(mock_ctx)
-
     @mcp.tool()
     def sync_add(a: int, b: int) -> int:
         """Sync addition"""
@@ -1117,13 +1283,27 @@ async def async_multiply(x: int, y: int) -> int:
 
     with start_transaction(name="fastmcp tx"):
         # Use async version for both since we're in an async context
-        result1 = await call_tool_through_mcp_async(mcp, "sync_add", {"a": 3, "b": 4})
-        result2 = await call_tool_through_mcp_async(
-            mcp, "async_multiply", {"x": 5, "y": 6}
+        result1 = await stdio(
+            mcp._mcp_server,
+            method="tools/call",
+            params={
+                "name": "sync_add",
+                "arguments": {"a": 3, "b": 4},
+            },
+            request_id="req-mixed",
+        )
+        result2 = await stdio(
+            mcp._mcp_server,
+            method="tools/call",
+            params={
+                "name": "async_multiply",
+                "arguments": {"x": 5, "y": 6},
+            },
+            request_id="req-mixed",
         )
 
-    assert result1["result"] == 7
-    assert result2["result"] == 30
+    assert result1.message.root.result["content"][0]["text"] == "7"
+    assert result2.message.root.result["content"][0]["text"] == "30"
 
     (tx,) = events
     assert tx["type"] == "transaction"
diff --git a/tests/integrations/google_genai/test_google_genai.py b/tests/integrations/google_genai/test_google_genai.py
index 37ba50420f..7448dd630a 100644
--- a/tests/integrations/google_genai/test_google_genai.py
+++ b/tests/integrations/google_genai/test_google_genai.py
@@ -452,13 +452,13 @@ def test_streaming_generate_content(sentry_init, capture_events, mock_genai_clie
         "usageMetadata": {
             "promptTokenCount": 10,
             "candidatesTokenCount": 2,
-            "totalTokenCount": 12,  # Not set in intermediate chunks
+            "totalTokenCount": 12,
         },
         "responseId": "response-id-stream-123",
         "modelVersion": "gemini-1.5-flash",
     }
 
-    # Chunk 2: Second part of text with more usage metadata
+    # Chunk 2: Second part of text with intermediate usage metadata
     chunk2_json = {
         "candidates": [
             {
@@ -545,25 +545,18 @@ def test_streaming_generate_content(sentry_init, capture_events, mock_genai_clie
     assert chat_span["data"][SPANDATA.GEN_AI_RESPONSE_FINISH_REASONS] == "STOP"
     assert invoke_span["data"][SPANDATA.GEN_AI_RESPONSE_FINISH_REASONS] == "STOP"
 
-    # Verify token counts - should reflect accumulated values
-    # Input tokens: max of all chunks = 10
-    assert chat_span["data"][SPANDATA.GEN_AI_USAGE_INPUT_TOKENS] == 30
-    assert invoke_span["data"][SPANDATA.GEN_AI_USAGE_INPUT_TOKENS] == 30
+    assert chat_span["data"][SPANDATA.GEN_AI_USAGE_INPUT_TOKENS] == 10
+    assert invoke_span["data"][SPANDATA.GEN_AI_USAGE_INPUT_TOKENS] == 10
 
-    # Output tokens: candidates (2 + 3 + 7 = 12) + reasoning (3) = 15
-    # Note: output_tokens includes both candidates and reasoning tokens
-    assert chat_span["data"][SPANDATA.GEN_AI_USAGE_OUTPUT_TOKENS] == 15
-    assert invoke_span["data"][SPANDATA.GEN_AI_USAGE_OUTPUT_TOKENS] == 15
+    assert chat_span["data"][SPANDATA.GEN_AI_USAGE_OUTPUT_TOKENS] == 10
+    assert invoke_span["data"][SPANDATA.GEN_AI_USAGE_OUTPUT_TOKENS] == 10
 
-    # Total tokens: from the last chunk
-    assert chat_span["data"][SPANDATA.GEN_AI_USAGE_TOTAL_TOKENS] == 50
-    assert invoke_span["data"][SPANDATA.GEN_AI_USAGE_TOTAL_TOKENS] == 50
+    assert chat_span["data"][SPANDATA.GEN_AI_USAGE_TOTAL_TOKENS] == 25
+    assert invoke_span["data"][SPANDATA.GEN_AI_USAGE_TOTAL_TOKENS] == 25
 
-    # Cached tokens: max of all chunks = 5
     assert chat_span["data"][SPANDATA.GEN_AI_USAGE_INPUT_TOKENS_CACHED] == 5
     assert invoke_span["data"][SPANDATA.GEN_AI_USAGE_INPUT_TOKENS_CACHED] == 5
 
-    # Reasoning tokens: sum of thoughts_token_count = 3
     assert chat_span["data"][SPANDATA.GEN_AI_USAGE_OUTPUT_TOKENS_REASONING] == 3
     assert invoke_span["data"][SPANDATA.GEN_AI_USAGE_OUTPUT_TOKENS_REASONING] == 3
 
@@ -990,7 +983,6 @@ def test_google_genai_message_truncation(
     assert parsed_messages[0]["role"] == "user"
     assert small_content in parsed_messages[0]["content"]
 
-    assert invoke_span["data"][SPANDATA.META_GEN_AI_ORIGINAL_INPUT_MESSAGES_LENGTH] == 2
     assert (
         event["_meta"]["spans"]["0"]["data"]["gen_ai.request.messages"][""]["len"] == 2
     )
diff --git a/tests/integrations/langchain/test_langchain.py b/tests/integrations/langchain/test_langchain.py
index 58cc16cdd7..8a8d646113 100644
--- a/tests/integrations/langchain/test_langchain.py
+++ b/tests/integrations/langchain/test_langchain.py
@@ -1070,8 +1070,6 @@ def test_langchain_message_truncation(sentry_init, capture_events):
     assert isinstance(parsed_messages, list)
     assert len(parsed_messages) == 1
     assert "small message 5" in str(parsed_messages[0])
-
-    assert llm_span["data"][SPANDATA.META_GEN_AI_ORIGINAL_INPUT_MESSAGES_LENGTH] == 5
     assert tx["_meta"]["spans"]["0"]["data"]["gen_ai.request.messages"][""]["len"] == 5
 
 
diff --git a/tests/integrations/langgraph/test_langgraph.py b/tests/integrations/langgraph/test_langgraph.py
index 9ccd84309f..2a385d8a78 100644
--- a/tests/integrations/langgraph/test_langgraph.py
+++ b/tests/integrations/langgraph/test_langgraph.py
@@ -1384,6 +1384,4 @@ def original_invoke(self, *args, **kwargs):
     assert isinstance(parsed_messages, list)
     assert len(parsed_messages) == 1
     assert "small message 5" in str(parsed_messages[0])
-
-    assert invoke_span["data"][SPANDATA.META_GEN_AI_ORIGINAL_INPUT_MESSAGES_LENGTH] == 5
     assert tx["_meta"]["spans"]["0"]["data"]["gen_ai.request.messages"][""]["len"] == 5
diff --git a/tests/integrations/litellm/test_litellm.py b/tests/integrations/litellm/test_litellm.py
index 06772342ab..ef129c6cfd 100644
--- a/tests/integrations/litellm/test_litellm.py
+++ b/tests/integrations/litellm/test_litellm.py
@@ -754,8 +754,6 @@ def test_litellm_message_truncation(sentry_init, capture_events):
     assert isinstance(parsed_messages, list)
     assert len(parsed_messages) == 1
     assert "small message 5" in str(parsed_messages[0])
-
-    assert chat_span["data"][SPANDATA.META_GEN_AI_ORIGINAL_INPUT_MESSAGES_LENGTH] == 5
     assert tx["_meta"]["spans"]["0"]["data"]["gen_ai.request.messages"][""]["len"] == 5
 
 
diff --git a/tests/integrations/mcp/test_mcp.py b/tests/integrations/mcp/test_mcp.py
index 4415467cd7..37d07e8ce4 100644
--- a/tests/integrations/mcp/test_mcp.py
+++ b/tests/integrations/mcp/test_mcp.py
@@ -15,6 +15,9 @@
 that the integration properly instruments MCP handlers with Sentry spans.
 """
 
+import anyio
+import asyncio
+
 import pytest
 import json
 from unittest import mock
@@ -30,6 +33,8 @@ async def __call__(self, *args, **kwargs):
 
 from mcp.server.lowlevel import Server
 from mcp.server.lowlevel.server import request_ctx
+from mcp.types import GetPromptResult, PromptMessage, TextContent
+from mcp.server.lowlevel.helper_types import ReadResourceContents
 
 try:
     from mcp.server.lowlevel.server import request_ctx
@@ -40,6 +45,12 @@ async def __call__(self, *args, **kwargs):
 from sentry_sdk.consts import SPANDATA, OP
 from sentry_sdk.integrations.mcp import MCPIntegration
 
+from mcp.server.sse import SseServerTransport
+from mcp.server.streamable_http_manager import StreamableHTTPSessionManager
+from starlette.routing import Mount, Route
+from starlette.applications import Starlette
+from starlette.responses import Response
+
 
 @pytest.fixture(autouse=True)
 def reset_request_ctx():
@@ -60,47 +71,6 @@ def reset_request_ctx():
             pass
 
 
-# Mock MCP types and structures
-class MockURI:
-    """Mock URI object for resource testing"""
-
-    def __init__(self, uri_string):
-        self.scheme = uri_string.split("://")[0] if "://" in uri_string else ""
-        self.path = uri_string.split("://")[1] if "://" in uri_string else uri_string
-        self._uri_string = uri_string
-
-    def __str__(self):
-        return self._uri_string
-
-
-class MockRequestContext:
-    """Mock MCP request context"""
-
-    def __init__(self, request_id=None, session_id=None, transport="stdio"):
-        self.request_id = request_id
-        if transport in ("http", "sse"):
-            self.request = MockHTTPRequest(session_id, transport)
-        else:
-            self.request = None
-
-
-class MockHTTPRequest:
-    """Mock HTTP request for SSE/StreamableHTTP transport"""
-
-    def __init__(self, session_id=None, transport="http"):
-        self.headers = {}
-        self.query_params = {}
-
-        if transport == "sse":
-            # SSE transport uses query parameter
-            if session_id:
-                self.query_params["session_id"] = session_id
-        else:
-            # StreamableHTTP transport uses header
-            if session_id:
-                self.headers["mcp-session-id"] = session_id
-
-
 class MockTextContent:
     """Mock TextContent object"""
 
@@ -108,21 +78,6 @@ def __init__(self, text):
         self.text = text
 
 
-class MockPromptMessage:
-    """Mock PromptMessage object"""
-
-    def __init__(self, role, content_text):
-        self.role = role
-        self.content = MockTextContent(content_text)
-
-
-class MockGetPromptResult:
-    """Mock GetPromptResult object"""
-
-    def __init__(self, messages):
-        self.messages = messages
-
-
 def test_integration_patches_server(sentry_init):
     """Test that MCPIntegration patches the Server class"""
     # Get original methods before integration
@@ -141,12 +96,13 @@ def test_integration_patches_server(sentry_init):
     assert Server.read_resource is not original_read_resource
 
 
+@pytest.mark.asyncio
 @pytest.mark.parametrize(
     "send_default_pii, include_prompts",
     [(True, True), (True, False), (False, True), (False, False)],
 )
-def test_tool_handler_sync(
-    sentry_init, capture_events, send_default_pii, include_prompts
+async def test_tool_handler_stdio(
+    sentry_init, capture_events, send_default_pii, include_prompts, stdio
 ):
     """Test that synchronous tool handlers create proper spans"""
     sentry_init(
@@ -158,19 +114,25 @@ def test_tool_handler_sync(
 
     server = Server("test-server")
 
-    # Set up mock request context
-    mock_ctx = MockRequestContext(request_id="req-123", transport="stdio")
-    request_ctx.set(mock_ctx)
-
     @server.call_tool()
-    def test_tool(tool_name, arguments):
+    async def test_tool(tool_name, arguments):
         return {"result": "success", "value": 42}
 
     with start_transaction(name="mcp tx"):
-        # Call the tool handler
-        result = test_tool("calculate", {"x": 10, "y": 5})
+        result = await stdio(
+            server,
+            method="tools/call",
+            params={
+                "name": "calculate",
+                "arguments": {"x": 10, "y": 5},
+            },
+            request_id="req-123",
+        )
 
-    assert result == {"result": "success", "value": 42}
+    assert result.message.root.result["content"][0]["text"] == json.dumps(
+        {"result": "success", "value": 42},
+        indent=2,
+    )
 
     (tx,) = events
     assert tx["type"] == "transaction"
@@ -208,8 +170,13 @@ def test_tool(tool_name, arguments):
     "send_default_pii, include_prompts",
     [(True, True), (True, False), (False, True), (False, False)],
 )
-async def test_tool_handler_async(
-    sentry_init, capture_events, send_default_pii, include_prompts
+async def test_tool_handler_streamable_http(
+    sentry_init,
+    capture_events,
+    send_default_pii,
+    include_prompts,
+    json_rpc,
+    select_transactions_with_mcp_spans,
 ):
     """Test that async tool handlers create proper spans"""
     sentry_init(
@@ -221,26 +188,49 @@ async def test_tool_handler_async(
 
     server = Server("test-server")
 
-    # Set up mock request context
-    mock_ctx = MockRequestContext(
-        request_id="req-456", session_id="session-789", transport="http"
+    session_manager = StreamableHTTPSessionManager(
+        app=server,
+        json_response=True,
+    )
+
+    app = Starlette(
+        routes=[
+            Mount("/mcp", app=session_manager.handle_request),
+        ],
+        lifespan=lambda app: session_manager.run(),
     )
-    request_ctx.set(mock_ctx)
 
     @server.call_tool()
     async def test_tool_async(tool_name, arguments):
-        return {"status": "completed"}
-
-    with start_transaction(name="mcp tx"):
-        result = await test_tool_async("process", {"data": "test"})
+        return [
+            TextContent(
+                type="text",
+                text=json.dumps({"status": "completed"}),
+            )
+        ]
 
-    assert result == {"status": "completed"}
+    session_id, result = json_rpc(
+        app,
+        method="tools/call",
+        params={
+            "name": "process",
+            "arguments": {
+                "data": "test",
+            },
+        },
+        request_id="req-456",
+    )
+    assert result.json()["result"]["content"][0]["text"] == json.dumps(
+        {"status": "completed"}
+    )
 
-    (tx,) = events
+    transactions = select_transactions_with_mcp_spans(events, method_name="tools/call")
+    assert len(transactions) == 1
+    tx = transactions[0]
     assert tx["type"] == "transaction"
     assert len(tx["spans"]) == 1
-
     span = tx["spans"][0]
+
     assert span["op"] == OP.MCP_SERVER
     assert span["description"] == "tools/call process"
     assert span["origin"] == "auto.ai.mcp"
@@ -250,19 +240,23 @@ async def test_tool_async(tool_name, arguments):
     assert span["data"][SPANDATA.MCP_METHOD_NAME] == "tools/call"
     assert span["data"][SPANDATA.MCP_TRANSPORT] == "http"
     assert span["data"][SPANDATA.MCP_REQUEST_ID] == "req-456"
-    assert span["data"][SPANDATA.MCP_SESSION_ID] == "session-789"
+    assert span["data"][SPANDATA.MCP_SESSION_ID] == session_id
     assert span["data"]["mcp.request.argument.data"] == '"test"'
 
     # Check PII-sensitive data
     if send_default_pii and include_prompts:
+        # TODO: Investigate why tool result is double-serialized.
         assert span["data"][SPANDATA.MCP_TOOL_RESULT_CONTENT] == json.dumps(
-            {"status": "completed"}
+            json.dumps(
+                {"status": "completed"},
+            )
         )
     else:
         assert SPANDATA.MCP_TOOL_RESULT_CONTENT not in span["data"]
 
 
-def test_tool_handler_with_error(sentry_init, capture_events):
+@pytest.mark.asyncio
+async def test_tool_handler_with_error(sentry_init, capture_events, stdio):
     """Test that tool handler errors are captured properly"""
     sentry_init(
         integrations=[MCPIntegration()],
@@ -272,17 +266,24 @@ def test_tool_handler_with_error(sentry_init, capture_events):
 
     server = Server("test-server")
 
-    # Set up mock request context
-    mock_ctx = MockRequestContext(request_id="req-error", transport="stdio")
-    request_ctx.set(mock_ctx)
-
     @server.call_tool()
     def failing_tool(tool_name, arguments):
         raise ValueError("Tool execution failed")
 
     with start_transaction(name="mcp tx"):
-        with pytest.raises(ValueError):
-            failing_tool("bad_tool", {})
+        result = await stdio(
+            server,
+            method="tools/call",
+            params={
+                "name": "bad_tool",
+                "arguments": {},
+            },
+            request_id="req-error",
+        )
+
+        assert (
+            result.message.root.result["content"][0]["text"] == "Tool execution failed"
+        )
 
     # Should have error event and transaction
     assert len(events) == 2
@@ -304,12 +305,13 @@ def failing_tool(tool_name, arguments):
     assert span["tags"]["status"] == "internal_error"
 
 
+@pytest.mark.asyncio
 @pytest.mark.parametrize(
     "send_default_pii, include_prompts",
     [(True, True), (True, False), (False, True), (False, False)],
 )
-def test_prompt_handler_sync(
-    sentry_init, capture_events, send_default_pii, include_prompts
+async def test_prompt_handler_stdio(
+    sentry_init, capture_events, send_default_pii, include_prompts, stdio
 ):
     """Test that synchronous prompt handlers create proper spans"""
     sentry_init(
@@ -321,19 +323,34 @@ def test_prompt_handler_sync(
 
     server = Server("test-server")
 
-    # Set up mock request context
-    mock_ctx = MockRequestContext(request_id="req-prompt", transport="stdio")
-    request_ctx.set(mock_ctx)
-
     @server.get_prompt()
-    def test_prompt(name, arguments):
-        return MockGetPromptResult([MockPromptMessage("user", "Tell me about Python")])
+    async def test_prompt(name, arguments):
+        return GetPromptResult(
+            description="A helpful test prompt",
+            messages=[
+                PromptMessage(
+                    role="user",
+                    content=TextContent(type="text", text="Tell me about Python"),
+                ),
+            ],
+        )
 
     with start_transaction(name="mcp tx"):
-        result = test_prompt("code_help", {"language": "python"})
+        result = await stdio(
+            server,
+            method="prompts/get",
+            params={
+                "name": "code_help",
+                "arguments": {"language": "python"},
+            },
+            request_id="req-prompt",
+        )
 
-    assert result.messages[0].role == "user"
-    assert result.messages[0].content.text == "Tell me about Python"
+    assert result.message.root.result["messages"][0]["role"] == "user"
+    assert (
+        result.message.root.result["messages"][0]["content"]["text"]
+        == "Tell me about Python"
+    )
 
     (tx,) = events
     assert tx["type"] == "transaction"
@@ -372,8 +389,13 @@ def test_prompt(name, arguments):
     "send_default_pii, include_prompts",
     [(True, True), (True, False), (False, True), (False, False)],
 )
-async def test_prompt_handler_async(
-    sentry_init, capture_events, send_default_pii, include_prompts
+async def test_prompt_handler_streamable_http(
+    sentry_init,
+    capture_events,
+    send_default_pii,
+    include_prompts,
+    json_rpc,
+    select_transactions_with_mcp_spans,
 ):
     """Test that async prompt handlers create proper spans"""
     sentry_init(
@@ -385,42 +407,70 @@ async def test_prompt_handler_async(
 
     server = Server("test-server")
 
-    # Set up mock request context
-    mock_ctx = MockRequestContext(
-        request_id="req-async-prompt", session_id="session-abc", transport="http"
+    session_manager = StreamableHTTPSessionManager(
+        app=server,
+        json_response=True,
+    )
+
+    app = Starlette(
+        routes=[
+            Mount("/mcp", app=session_manager.handle_request),
+        ],
+        lifespan=lambda app: session_manager.run(),
     )
-    request_ctx.set(mock_ctx)
 
     @server.get_prompt()
     async def test_prompt_async(name, arguments):
-        return MockGetPromptResult(
-            [
-                MockPromptMessage("system", "You are a helpful assistant"),
-                MockPromptMessage("user", "What is MCP?"),
-            ]
+        return GetPromptResult(
+            description="A helpful test prompt",
+            messages=[
+                PromptMessage(
+                    role="user",
+                    content=TextContent(
+                        type="text", text="You are a helpful assistant"
+                    ),
+                ),
+                PromptMessage(
+                    role="user", content=TextContent(type="text", text="What is MCP?")
+                ),
+            ],
         )
 
-    with start_transaction(name="mcp tx"):
-        result = await test_prompt_async("mcp_info", {})
-
-    assert len(result.messages) == 2
+    _, result = json_rpc(
+        app,
+        method="prompts/get",
+        params={
+            "name": "mcp_info",
+            "arguments": {},
+        },
+        request_id="req-async-prompt",
+    )
+    assert len(result.json()["result"]["messages"]) == 2
 
-    (tx,) = events
+    transactions = select_transactions_with_mcp_spans(events, method_name="prompts/get")
+    assert len(transactions) == 1
+    tx = transactions[0]
     assert tx["type"] == "transaction"
     assert len(tx["spans"]) == 1
-
     span = tx["spans"][0]
+
     assert span["op"] == OP.MCP_SERVER
     assert span["description"] == "prompts/get mcp_info"
 
     # For multi-message prompts, count is always captured
     assert span["data"][SPANDATA.MCP_PROMPT_RESULT_MESSAGE_COUNT] == 2
     # Role/content are never captured for multi-message prompts (even with PII)
-    assert SPANDATA.MCP_PROMPT_RESULT_MESSAGE_ROLE not in span["data"]
-    assert SPANDATA.MCP_PROMPT_RESULT_MESSAGE_CONTENT not in span["data"]
+    assert (
+        SPANDATA.MCP_PROMPT_RESULT_MESSAGE_ROLE not in tx["contexts"]["trace"]["data"]
+    )
+    assert (
+        SPANDATA.MCP_PROMPT_RESULT_MESSAGE_CONTENT
+        not in tx["contexts"]["trace"]["data"]
+    )
 
 
-def test_prompt_handler_with_error(sentry_init, capture_events):
+@pytest.mark.asyncio
+async def test_prompt_handler_with_error(sentry_init, capture_events, stdio):
     """Test that prompt handler errors are captured"""
     sentry_init(
         integrations=[MCPIntegration()],
@@ -430,17 +480,22 @@ def test_prompt_handler_with_error(sentry_init, capture_events):
 
     server = Server("test-server")
 
-    # Set up mock request context
-    mock_ctx = MockRequestContext(request_id="req-error-prompt", transport="stdio")
-    request_ctx.set(mock_ctx)
-
     @server.get_prompt()
-    def failing_prompt(name, arguments):
+    async def failing_prompt(name, arguments):
         raise RuntimeError("Prompt not found")
 
     with start_transaction(name="mcp tx"):
-        with pytest.raises(RuntimeError):
-            failing_prompt("missing_prompt", {})
+        response = await stdio(
+            server,
+            method="prompts/get",
+            params={
+                "name": "code_help",
+                "arguments": {"language": "python"},
+            },
+            request_id="req-error-prompt",
+        )
+
+    assert response.message.root.error.message == "Prompt not found"
 
     # Should have error event and transaction
     assert len(events) == 2
@@ -450,7 +505,8 @@ def failing_prompt(name, arguments):
     assert error_event["exception"]["values"][0]["type"] == "RuntimeError"
 
 
-def test_resource_handler_sync(sentry_init, capture_events):
+@pytest.mark.asyncio
+async def test_resource_handler_stdio(sentry_init, capture_events, stdio):
     """Test that synchronous resource handlers create proper spans"""
     sentry_init(
         integrations=[MCPIntegration()],
@@ -460,19 +516,27 @@ def test_resource_handler_sync(sentry_init, capture_events):
 
     server = Server("test-server")
 
-    # Set up mock request context
-    mock_ctx = MockRequestContext(request_id="req-resource", transport="stdio")
-    request_ctx.set(mock_ctx)
-
     @server.read_resource()
-    def test_resource(uri):
-        return {"content": "file contents", "mime_type": "text/plain"}
+    async def test_resource(uri):
+        return [
+            ReadResourceContents(
+                content=json.dumps({"content": "file contents"}), mime_type="text/plain"
+            )
+        ]
 
     with start_transaction(name="mcp tx"):
-        uri = MockURI("file:///path/to/file.txt")
-        result = test_resource(uri)
+        result = await stdio(
+            server,
+            method="resources/read",
+            params={
+                "uri": "file:///path/to/file.txt",
+            },
+            request_id="req-resource",
+        )
 
-    assert result["content"] == "file contents"
+    assert result.message.root.result["contents"][0]["text"] == json.dumps(
+        {"content": "file contents"},
+    )
 
     (tx,) = events
     assert tx["type"] == "transaction"
@@ -494,7 +558,12 @@ def test_resource(uri):
 
 
 @pytest.mark.asyncio
-async def test_resource_handler_async(sentry_init, capture_events):
+async def test_resource_handler_streamble_http(
+    sentry_init,
+    capture_events,
+    json_rpc,
+    select_transactions_with_mcp_spans,
+):
     """Test that async resource handlers create proper spans"""
     sentry_init(
         integrations=[MCPIntegration()],
@@ -504,36 +573,58 @@ async def test_resource_handler_async(sentry_init, capture_events):
 
     server = Server("test-server")
 
-    # Set up mock request context
-    mock_ctx = MockRequestContext(
-        request_id="req-async-resource", session_id="session-res", transport="http"
+    session_manager = StreamableHTTPSessionManager(
+        app=server,
+        json_response=True,
+    )
+
+    app = Starlette(
+        routes=[
+            Mount("/mcp", app=session_manager.handle_request),
+        ],
+        lifespan=lambda app: session_manager.run(),
     )
-    request_ctx.set(mock_ctx)
 
     @server.read_resource()
     async def test_resource_async(uri):
-        return {"data": "resource data"}
+        return [
+            ReadResourceContents(
+                content=json.dumps({"data": "resource data"}), mime_type="text/plain"
+            )
+        ]
 
-    with start_transaction(name="mcp tx"):
-        uri = MockURI("https://example.com/resource")
-        result = await test_resource_async(uri)
+    session_id, result = json_rpc(
+        app,
+        method="resources/read",
+        params={
+            "uri": "https://example.com/resource",
+        },
+        request_id="req-async-resource",
+    )
 
-    assert result["data"] == "resource data"
+    assert result.json()["result"]["contents"][0]["text"] == json.dumps(
+        {"data": "resource data"}
+    )
 
-    (tx,) = events
+    transactions = select_transactions_with_mcp_spans(
+        events, method_name="resources/read"
+    )
+    assert len(transactions) == 1
+    tx = transactions[0]
     assert tx["type"] == "transaction"
     assert len(tx["spans"]) == 1
-
     span = tx["spans"][0]
+
     assert span["op"] == OP.MCP_SERVER
     assert span["description"] == "resources/read https://example.com/resource"
 
     assert span["data"][SPANDATA.MCP_RESOURCE_URI] == "https://example.com/resource"
     assert span["data"][SPANDATA.MCP_RESOURCE_PROTOCOL] == "https"
-    assert span["data"][SPANDATA.MCP_SESSION_ID] == "session-res"
+    assert span["data"][SPANDATA.MCP_SESSION_ID] == session_id
 
 
-def test_resource_handler_with_error(sentry_init, capture_events):
+@pytest.mark.asyncio
+async def test_resource_handler_with_error(sentry_init, capture_events, stdio):
     """Test that resource handler errors are captured"""
     sentry_init(
         integrations=[MCPIntegration()],
@@ -543,18 +634,19 @@ def test_resource_handler_with_error(sentry_init, capture_events):
 
     server = Server("test-server")
 
-    # Set up mock request context
-    mock_ctx = MockRequestContext(request_id="req-error-resource", transport="stdio")
-    request_ctx.set(mock_ctx)
-
     @server.read_resource()
     def failing_resource(uri):
         raise FileNotFoundError("Resource not found")
 
     with start_transaction(name="mcp tx"):
-        with pytest.raises(FileNotFoundError):
-            uri = MockURI("file:///missing.txt")
-            failing_resource(uri)
+        await stdio(
+            server,
+            method="resources/read",
+            params={
+                "uri": "file:///missing.txt",
+            },
+            request_id="req-error-resource",
+        )
 
     # Should have error event and transaction
     assert len(events) == 2
@@ -564,12 +656,13 @@ def failing_resource(uri):
     assert error_event["exception"]["values"][0]["type"] == "FileNotFoundError"
 
 
+@pytest.mark.asyncio
 @pytest.mark.parametrize(
     "send_default_pii, include_prompts",
     [(True, True), (False, False)],
 )
-def test_tool_result_extraction_tuple(
-    sentry_init, capture_events, send_default_pii, include_prompts
+async def test_tool_result_extraction_tuple(
+    sentry_init, capture_events, send_default_pii, include_prompts, stdio
 ):
     """Test extraction of tool results from tuple format (UnstructuredContent, StructuredContent)"""
     sentry_init(
@@ -581,10 +674,6 @@ def test_tool_result_extraction_tuple(
 
     server = Server("test-server")
 
-    # Set up mock request context
-    mock_ctx = MockRequestContext(request_id="req-tuple", transport="stdio")
-    request_ctx.set(mock_ctx)
-
     @server.call_tool()
     def test_tool_tuple(tool_name, arguments):
         # Return CombinationContent: (UnstructuredContent, StructuredContent)
@@ -593,7 +682,15 @@ def test_tool_tuple(tool_name, arguments):
         return (unstructured, structured)
 
     with start_transaction(name="mcp tx"):
-        test_tool_tuple("combo_tool", {})
+        await stdio(
+            server,
+            method="tools/call",
+            params={
+                "name": "calculate",
+                "arguments": {},
+            },
+            request_id="req-tuple",
+        )
 
     (tx,) = events
     span = tx["spans"][0]
@@ -612,12 +709,13 @@ def test_tool_tuple(tool_name, arguments):
         assert SPANDATA.MCP_TOOL_RESULT_CONTENT_COUNT not in span["data"]
 
 
+@pytest.mark.asyncio
 @pytest.mark.parametrize(
     "send_default_pii, include_prompts",
     [(True, True), (False, False)],
 )
-def test_tool_result_extraction_unstructured(
-    sentry_init, capture_events, send_default_pii, include_prompts
+async def test_tool_result_extraction_unstructured(
+    sentry_init, capture_events, send_default_pii, include_prompts, stdio
 ):
     """Test extraction of tool results from UnstructuredContent (list of content blocks)"""
     sentry_init(
@@ -629,10 +727,6 @@ def test_tool_result_extraction_unstructured(
 
     server = Server("test-server")
 
-    # Set up mock request context
-    mock_ctx = MockRequestContext(request_id="req-unstructured", transport="stdio")
-    request_ctx.set(mock_ctx)
-
     @server.call_tool()
     def test_tool_unstructured(tool_name, arguments):
         # Return UnstructuredContent as list of content blocks
@@ -642,7 +736,15 @@ def test_tool_unstructured(tool_name, arguments):
         ]
 
     with start_transaction(name="mcp tx"):
-        test_tool_unstructured("text_tool", {})
+        await stdio(
+            server,
+            method="tools/call",
+            params={
+                "name": "text_tool",
+                "arguments": {},
+            },
+            request_id="req-unstructured",
+        )
 
     (tx,) = events
     span = tx["spans"][0]
@@ -656,44 +758,8 @@ def test_tool_unstructured(tool_name, arguments):
         assert SPANDATA.MCP_TOOL_RESULT_CONTENT not in span["data"]
 
 
-def test_request_context_no_context(sentry_init, capture_events):
-    """Test handling when no request context is available"""
-    sentry_init(
-        integrations=[MCPIntegration()],
-        traces_sample_rate=1.0,
-    )
-    events = capture_events()
-
-    server = Server("test-server")
-
-    # Clear request context (simulating no context available)
-    # This will cause a LookupError when trying to get context
-    request_ctx.set(None)
-
-    @server.call_tool()
-    def test_tool_no_ctx(tool_name, arguments):
-        return {"result": "ok"}
-
-    with start_transaction(name="mcp tx"):
-        # This should work even without request context
-        try:
-            test_tool_no_ctx("tool", {})
-        except LookupError:
-            # If it raises LookupError, that's expected when context is truly missing
-            pass
-
-    # Should still create span even if context is missing
-    (tx,) = events
-    span = tx["spans"][0]
-
-    # Transport defaults to "pipe" when no context
-    assert span["data"][SPANDATA.MCP_TRANSPORT] == "stdio"
-    # Request ID and Session ID should not be present
-    assert SPANDATA.MCP_REQUEST_ID not in span["data"]
-    assert SPANDATA.MCP_SESSION_ID not in span["data"]
-
-
-def test_span_origin(sentry_init, capture_events):
+@pytest.mark.asyncio
+async def test_span_origin(sentry_init, capture_events, stdio):
     """Test that span origin is set correctly"""
     sentry_init(
         integrations=[MCPIntegration()],
@@ -703,16 +769,20 @@ def test_span_origin(sentry_init, capture_events):
 
     server = Server("test-server")
 
-    # Set up mock request context
-    mock_ctx = MockRequestContext(request_id="req-origin", transport="stdio")
-    request_ctx.set(mock_ctx)
-
     @server.call_tool()
     def test_tool(tool_name, arguments):
         return {"result": "test"}
 
     with start_transaction(name="mcp tx"):
-        test_tool("origin_test", {})
+        await stdio(
+            server,
+            method="tools/call",
+            params={
+                "name": "calculate",
+                "arguments": {"x": 10, "y": 5},
+            },
+            request_id="req-origin",
+        )
 
     (tx,) = events
 
@@ -720,7 +790,8 @@ def test_tool(tool_name, arguments):
     assert tx["spans"][0]["origin"] == "auto.ai.mcp"
 
 
-def test_multiple_handlers(sentry_init, capture_events):
+@pytest.mark.asyncio
+async def test_multiple_handlers(sentry_init, capture_events, stdio):
     """Test that multiple handler calls create multiple spans"""
     sentry_init(
         integrations=[MCPIntegration()],
@@ -730,10 +801,6 @@ def test_multiple_handlers(sentry_init, capture_events):
 
     server = Server("test-server")
 
-    # Set up mock request context
-    mock_ctx = MockRequestContext(request_id="req-multi", transport="stdio")
-    request_ctx.set(mock_ctx)
-
     @server.call_tool()
     def tool1(tool_name, arguments):
         return {"result": "tool1"}
@@ -744,12 +811,45 @@ def tool2(tool_name, arguments):
 
     @server.get_prompt()
     def prompt1(name, arguments):
-        return MockGetPromptResult([MockPromptMessage("user", "Test prompt")])
+        return GetPromptResult(
+            description="A test prompt",
+            messages=[
+                PromptMessage(
+                    role="user", content=TextContent(type="text", text="Test prompt")
+                )
+            ],
+        )
 
     with start_transaction(name="mcp tx"):
-        tool1("tool_a", {})
-        tool2("tool_b", {})
-        prompt1("prompt_a", {})
+        await stdio(
+            server,
+            method="tools/call",
+            params={
+                "name": "tool_a",
+                "arguments": {},
+            },
+            request_id="req-multi",
+        )
+
+        await stdio(
+            server,
+            method="tools/call",
+            params={
+                "name": "tool_b",
+                "arguments": {},
+            },
+            request_id="req-multi",
+        )
+
+        await stdio(
+            server,
+            method="prompts/get",
+            params={
+                "name": "prompt_a",
+                "arguments": {},
+            },
+            request_id="req-multi",
+        )
 
     (tx,) = events
     assert tx["type"] == "transaction"
@@ -765,12 +865,13 @@ def prompt1(name, arguments):
     assert "prompts/get prompt_a" in span_descriptions
 
 
+@pytest.mark.asyncio
 @pytest.mark.parametrize(
     "send_default_pii, include_prompts",
     [(True, True), (False, False)],
 )
-def test_prompt_with_dict_result(
-    sentry_init, capture_events, send_default_pii, include_prompts
+async def test_prompt_with_dict_result(
+    sentry_init, capture_events, send_default_pii, include_prompts, stdio
 ):
     """Test prompt handler with dict result instead of GetPromptResult object"""
     sentry_init(
@@ -782,10 +883,6 @@ def test_prompt_with_dict_result(
 
     server = Server("test-server")
 
-    # Set up mock request context
-    mock_ctx = MockRequestContext(request_id="req-dict-prompt", transport="stdio")
-    request_ctx.set(mock_ctx)
-
     @server.get_prompt()
     def test_prompt_dict(name, arguments):
         # Return dict format instead of GetPromptResult object
@@ -796,7 +893,15 @@ def test_prompt_dict(name, arguments):
         }
 
     with start_transaction(name="mcp tx"):
-        test_prompt_dict("dict_prompt", {})
+        await stdio(
+            server,
+            method="prompts/get",
+            params={
+                "name": "dict_prompt",
+                "arguments": {},
+            },
+            request_id="req-dict-prompt",
+        )
 
     (tx,) = events
     span = tx["spans"][0]
@@ -816,37 +921,8 @@ def test_prompt_dict(name, arguments):
         assert SPANDATA.MCP_PROMPT_RESULT_MESSAGE_CONTENT not in span["data"]
 
 
-def test_resource_without_protocol(sentry_init, capture_events):
-    """Test resource handler with URI without protocol scheme"""
-    sentry_init(
-        integrations=[MCPIntegration()],
-        traces_sample_rate=1.0,
-    )
-    events = capture_events()
-
-    server = Server("test-server")
-
-    # Set up mock request context
-    mock_ctx = MockRequestContext(request_id="req-no-proto", transport="stdio")
-    request_ctx.set(mock_ctx)
-
-    @server.read_resource()
-    def test_resource(uri):
-        return {"data": "test"}
-
-    with start_transaction(name="mcp tx"):
-        # URI without protocol
-        test_resource("simple-path")
-
-    (tx,) = events
-    span = tx["spans"][0]
-
-    assert span["data"][SPANDATA.MCP_RESOURCE_URI] == "simple-path"
-    # No protocol should be set
-    assert SPANDATA.MCP_RESOURCE_PROTOCOL not in span["data"]
-
-
-def test_tool_with_complex_arguments(sentry_init, capture_events):
+@pytest.mark.asyncio
+async def test_tool_with_complex_arguments(sentry_init, capture_events, stdio):
     """Test tool handler with complex nested arguments"""
     sentry_init(
         integrations=[MCPIntegration()],
@@ -856,10 +932,6 @@ def test_tool_with_complex_arguments(sentry_init, capture_events):
 
     server = Server("test-server")
 
-    # Set up mock request context
-    mock_ctx = MockRequestContext(request_id="req-complex", transport="stdio")
-    request_ctx.set(mock_ctx)
-
     @server.call_tool()
     def test_tool_complex(tool_name, arguments):
         return {"processed": True}
@@ -870,7 +942,15 @@ def test_tool_complex(tool_name, arguments):
             "string": "test",
             "number": 42,
         }
-        test_tool_complex("complex_tool", complex_args)
+        await stdio(
+            server,
+            method="tools/call",
+            params={
+                "name": "complex_tool",
+                "arguments": complex_args,
+            },
+            request_id="req-complex",
+        )
 
     (tx,) = events
     span = tx["spans"][0]
@@ -884,8 +964,8 @@ def test_tool_complex(tool_name, arguments):
 
 
 @pytest.mark.asyncio
-async def test_async_handlers_mixed(sentry_init, capture_events):
-    """Test mixing sync and async handlers in the same transaction"""
+async def test_sse_transport_detection(sentry_init, capture_events, json_rpc_sse):
+    """Test that SSE transport is correctly detected via query parameter"""
     sentry_init(
         integrations=[MCPIntegration()],
         traces_sample_rate=1.0,
@@ -893,68 +973,75 @@ async def test_async_handlers_mixed(sentry_init, capture_events):
     events = capture_events()
 
     server = Server("test-server")
+    sse = SseServerTransport("/messages/")
 
-    # Set up mock request context
-    mock_ctx = MockRequestContext(request_id="req-mixed", transport="stdio")
-    request_ctx.set(mock_ctx)
-
-    @server.call_tool()
-    def sync_tool(tool_name, arguments):
-        return {"type": "sync"}
+    sse_connection_closed = asyncio.Event()
 
-    @server.call_tool()
-    async def async_tool(tool_name, arguments):
-        return {"type": "async"}
+    async def handle_sse(request):
+        async with sse.connect_sse(
+            request.scope, request.receive, request._send
+        ) as streams:
+            async with anyio.create_task_group() as tg:
 
-    with start_transaction(name="mcp tx"):
-        sync_result = sync_tool("sync", {})
-        async_result = await async_tool("async", {})
+                async def run_server():
+                    await server.run(
+                        streams[0], streams[1], server.create_initialization_options()
+                    )
 
-    assert sync_result["type"] == "sync"
-    assert async_result["type"] == "async"
+                tg.start_soon(run_server)
 
-    (tx,) = events
-    assert len(tx["spans"]) == 2
-
-    # Both should be instrumented correctly
-    assert all(span["op"] == OP.MCP_SERVER for span in tx["spans"])
-
-
-def test_sse_transport_detection(sentry_init, capture_events):
-    """Test that SSE transport is correctly detected via query parameter"""
-    sentry_init(
-        integrations=[MCPIntegration()],
-        traces_sample_rate=1.0,
-    )
-    events = capture_events()
-
-    server = Server("test-server")
+        sse_connection_closed.set()
+        return Response()
 
-    # Set up mock request context with SSE transport
-    mock_ctx = MockRequestContext(
-        request_id="req-sse", session_id="session-sse-123", transport="sse"
+    app = Starlette(
+        routes=[
+            Route("/sse", endpoint=handle_sse, methods=["GET"]),
+            Mount("/messages/", app=sse.handle_post_message),
+        ],
     )
-    request_ctx.set(mock_ctx)
 
     @server.call_tool()
-    def test_tool(tool_name, arguments):
+    async def test_tool(tool_name, arguments):
         return {"result": "success"}
 
-    with start_transaction(name="mcp tx"):
-        result = test_tool("sse_tool", {})
+    keep_sse_alive = asyncio.Event()
+    app_task, session_id, result = await json_rpc_sse(
+        app,
+        method="tools/call",
+        params={
+            "name": "sse_tool",
+            "arguments": {},
+        },
+        request_id="req-sse",
+        keep_sse_alive=keep_sse_alive,
+    )
 
-    assert result == {"result": "success"}
+    await sse_connection_closed.wait()
+    await app_task
 
-    (tx,) = events
+    assert result["result"]["structuredContent"] == {"result": "success"}
+
+    transactions = [
+        event
+        for event in events
+        if event["type"] == "transaction" and event["transaction"] == "/sse"
+    ]
+    assert len(transactions) == 1
+    tx = transactions[0]
     span = tx["spans"][0]
 
     # Check that SSE transport is detected
     assert span["data"][SPANDATA.MCP_TRANSPORT] == "sse"
     assert span["data"][SPANDATA.NETWORK_TRANSPORT] == "tcp"
-    assert span["data"][SPANDATA.MCP_SESSION_ID] == "session-sse-123"
+    assert span["data"][SPANDATA.MCP_SESSION_ID] == session_id
 
 
-def test_streamable_http_transport_detection(sentry_init, capture_events):
+def test_streamable_http_transport_detection(
+    sentry_init,
+    capture_events,
+    json_rpc,
+    select_transactions_with_mcp_spans,
+):
     """Test that StreamableHTTP transport is correctly detected via header"""
     sentry_init(
         integrations=[MCPIntegration()],
@@ -964,31 +1051,55 @@ def test_streamable_http_transport_detection(sentry_init, capture_events):
 
     server = Server("test-server")
 
-    # Set up mock request context with StreamableHTTP transport
-    mock_ctx = MockRequestContext(
-        request_id="req-http", session_id="session-http-456", transport="http"
+    session_manager = StreamableHTTPSessionManager(
+        app=server,
+        json_response=True,
     )
-    request_ctx.set(mock_ctx)
 
-    @server.call_tool()
-    def test_tool(tool_name, arguments):
-        return {"result": "success"}
+    app = Starlette(
+        routes=[
+            Mount("/mcp", app=session_manager.handle_request),
+        ],
+        lifespan=lambda app: session_manager.run(),
+    )
 
-    with start_transaction(name="mcp tx"):
-        result = test_tool("http_tool", {})
+    @server.call_tool()
+    async def test_tool(tool_name, arguments):
+        return [
+            TextContent(
+                type="text",
+                text=json.dumps({"status": "success"}),
+            )
+        ]
 
-    assert result == {"result": "success"}
+    session_id, result = json_rpc(
+        app,
+        method="tools/call",
+        params={
+            "name": "http_tool",
+            "arguments": {},
+        },
+        request_id="req-http",
+    )
+    assert result.json()["result"]["content"][0]["text"] == json.dumps(
+        {"status": "success"}
+    )
 
-    (tx,) = events
+    transactions = select_transactions_with_mcp_spans(events, method_name="tools/call")
+    assert len(transactions) == 1
+    tx = transactions[0]
+    assert tx["type"] == "transaction"
+    assert len(tx["spans"]) == 1
     span = tx["spans"][0]
 
     # Check that HTTP transport is detected
     assert span["data"][SPANDATA.MCP_TRANSPORT] == "http"
     assert span["data"][SPANDATA.NETWORK_TRANSPORT] == "tcp"
-    assert span["data"][SPANDATA.MCP_SESSION_ID] == "session-http-456"
+    assert span["data"][SPANDATA.MCP_SESSION_ID] == session_id
 
 
-def test_stdio_transport_detection(sentry_init, capture_events):
+@pytest.mark.asyncio
+async def test_stdio_transport_detection(sentry_init, capture_events, stdio):
     """Test that stdio transport is correctly detected when no HTTP request"""
     sentry_init(
         integrations=[MCPIntegration()],
@@ -998,18 +1109,22 @@ def test_stdio_transport_detection(sentry_init, capture_events):
 
     server = Server("test-server")
 
-    # Set up mock request context with stdio transport (no HTTP request)
-    mock_ctx = MockRequestContext(request_id="req-stdio", transport="stdio")
-    request_ctx.set(mock_ctx)
-
     @server.call_tool()
-    def test_tool(tool_name, arguments):
+    async def test_tool(tool_name, arguments):
         return {"result": "success"}
 
     with start_transaction(name="mcp tx"):
-        result = test_tool("stdio_tool", {})
+        result = await stdio(
+            server,
+            method="tools/call",
+            params={
+                "name": "stdio_tool",
+                "arguments": {},
+            },
+            request_id="req-stdio",
+        )
 
-    assert result == {"result": "success"}
+    assert result.message.root.result["structuredContent"] == {"result": "success"}
 
     (tx,) = events
     span = tx["spans"][0]
diff --git a/tests/integrations/openai/test_openai.py b/tests/integrations/openai/test_openai.py
index 3581a14bd7..094b659b2c 100644
--- a/tests/integrations/openai/test_openai.py
+++ b/tests/integrations/openai/test_openai.py
@@ -621,8 +621,8 @@ def test_streaming_chat_completion(sentry_init, capture_events, messages, reques
             assert span["data"]["gen_ai.usage.total_tokens"] == 9
         else:
             assert span["data"]["gen_ai.usage.output_tokens"] == 2
-            assert span["data"]["gen_ai.usage.input_tokens"] == 1
-            assert span["data"]["gen_ai.usage.total_tokens"] == 3
+            assert span["data"]["gen_ai.usage.input_tokens"] == 12
+            assert span["data"]["gen_ai.usage.total_tokens"] == 14
     except ImportError:
         pass  # if tiktoken is not installed, we can't guarantee token usage will be calculated properly
 
@@ -865,8 +865,8 @@ async def test_streaming_chat_completion_async(
             assert span["data"]["gen_ai.usage.total_tokens"] == 9
         else:
             assert span["data"]["gen_ai.usage.output_tokens"] == 2
-            assert span["data"]["gen_ai.usage.input_tokens"] == 1
-            assert span["data"]["gen_ai.usage.total_tokens"] == 3
+            assert span["data"]["gen_ai.usage.input_tokens"] == 12
+            assert span["data"]["gen_ai.usage.total_tokens"] == 14
 
     except ImportError:
         pass  # if tiktoken is not installed, we can't guarantee token usage will be calculated properly
@@ -1607,7 +1607,6 @@ def test_ai_client_span_responses_api(
         "gen_ai.usage.total_tokens": 30,
         "gen_ai.request.model": "gpt-4o",
         "gen_ai.response.text": "the model response",
-        "sentry.sdk_meta.gen_ai.input.messages.original_length": 1,
         "thread.id": mock.ANY,
         "thread.name": mock.ANY,
     }
@@ -1911,7 +1910,6 @@ async def test_ai_client_span_responses_async_api(
         "gen_ai.usage.output_tokens.reasoning": 8,
         "gen_ai.usage.total_tokens": 30,
         "gen_ai.response.text": "the model response",
-        "sentry.sdk_meta.gen_ai.input.messages.original_length": 1,
         "thread.id": mock.ANY,
         "thread.name": mock.ANY,
     }
@@ -2179,7 +2177,6 @@ async def test_ai_client_span_streaming_responses_async_api(
         "gen_ai.usage.total_tokens": 30,
         "gen_ai.request.model": "gpt-4o",
         "gen_ai.response.text": "the model response",
-        "sentry.sdk_meta.gen_ai.input.messages.original_length": 1,
         "thread.id": mock.ANY,
         "thread.name": mock.ANY,
     }
diff --git a/tests/integrations/openai_agents/test_openai_agents.py b/tests/integrations/openai_agents/test_openai_agents.py
index 4bf212b8f3..292a3459a5 100644
--- a/tests/integrations/openai_agents/test_openai_agents.py
+++ b/tests/integrations/openai_agents/test_openai_agents.py
@@ -35,7 +35,13 @@
 from agents.exceptions import MaxTurnsExceeded, ModelBehaviorError
 from agents.version import __version__ as OPENAI_AGENTS_VERSION
 
-from openai.types.responses import Response, ResponseUsage
+from openai.types.responses import (
+    ResponseCreatedEvent,
+    ResponseTextDeltaEvent,
+    ResponseCompletedEvent,
+    Response,
+    ResponseUsage,
+)
 from openai.types.responses.response_usage import (
     InputTokensDetails,
     OutputTokensDetails,
@@ -80,6 +86,63 @@
 )
 
 
+async def EXAMPLE_STREAMED_RESPONSE(*args, **kwargs):
+    yield ResponseCreatedEvent(
+        response=Response(
+            id="chat-id",
+            output=[],
+            parallel_tool_calls=False,
+            tool_choice="none",
+            tools=[],
+            created_at=10000000,
+            model="response-model-id",
+            object="response",
+        ),
+        type="response.created",
+        sequence_number=0,
+    )
+
+    yield ResponseCompletedEvent(
+        response=Response(
+            id="chat-id",
+            output=[
+                ResponseOutputMessage(
+                    id="message-id",
+                    content=[
+                        ResponseOutputText(
+                            annotations=[],
+                            text="the model response",
+                            type="output_text",
+                        ),
+                    ],
+                    role="assistant",
+                    status="completed",
+                    type="message",
+                ),
+            ],
+            parallel_tool_calls=False,
+            tool_choice="none",
+            tools=[],
+            created_at=10000000,
+            model="response-model-id",
+            object="response",
+            usage=ResponseUsage(
+                input_tokens=20,
+                input_tokens_details=InputTokensDetails(
+                    cached_tokens=5,
+                ),
+                output_tokens=10,
+                output_tokens_details=OutputTokensDetails(
+                    reasoning_tokens=8,
+                ),
+                total_tokens=30,
+            ),
+        ),
+        type="response.completed",
+        sequence_number=1,
+    )
+
+
 @pytest.fixture
 def mock_usage():
     return Usage(
@@ -1172,6 +1235,90 @@ def simple_test_tool(message: str) -> str:
     assert ai_client_span2["data"]["gen_ai.usage.total_tokens"] == 25
 
 
+@pytest.mark.asyncio
+async def test_hosted_mcp_tool_propagation_header_streamed(sentry_init, test_agent):
+    """
+    Test responses API is given trace propagation headers with HostedMCPTool.
+    """
+
+    hosted_tool = HostedMCPTool(
+        tool_config={
+            "type": "mcp",
+            "server_label": "test_server",
+            "server_url": "http://example.com/",
+            "headers": {
+                "baggage": "custom=data",
+            },
+        },
+    )
+
+    client = AsyncOpenAI(api_key="z")
+    client.responses._post = AsyncMock(return_value=EXAMPLE_RESPONSE)
+
+    model = OpenAIResponsesModel(model="gpt-4", openai_client=client)
+
+    agent_with_tool = test_agent.clone(
+        tools=[hosted_tool],
+        model=model,
+    )
+
+    sentry_init(
+        integrations=[OpenAIAgentsIntegration()],
+        traces_sample_rate=1.0,
+        release="d08ebdb9309e1b004c6f52202de58a09c2268e42",
+    )
+
+    with patch.object(
+        model._client.responses,
+        "create",
+        side_effect=EXAMPLE_STREAMED_RESPONSE,
+    ) as create, mock.patch(
+        "sentry_sdk.tracing_utils.Random.randrange", return_value=500000
+    ):
+        with sentry_sdk.start_transaction(
+            name="/interactions/other-dogs/new-dog",
+            op="greeting.sniff",
+            trace_id="01234567890123456789012345678901",
+        ) as transaction:
+            result = agents.Runner.run_streamed(
+                agent_with_tool,
+                "Please use the simple test tool",
+                run_config=test_run_config,
+            )
+
+            async for event in result.stream_events():
+                pass
+
+            ai_client_span = transaction._span_recorder.spans[-1]
+
+        args, kwargs = create.call_args
+
+        assert "tools" in kwargs
+        assert len(kwargs["tools"]) == 1
+        hosted_mcp_tool = kwargs["tools"][0]
+
+        assert hosted_mcp_tool["headers"][
+            "sentry-trace"
+        ] == "{trace_id}-{parent_span_id}-{sampled}".format(
+            trace_id=transaction.trace_id,
+            parent_span_id=ai_client_span.span_id,
+            sampled=1,
+        )
+
+        expected_outgoing_baggage = (
+            "custom=data,"
+            "sentry-trace_id=01234567890123456789012345678901,"
+            "sentry-sample_rand=0.500000,"
+            "sentry-environment=production,"
+            "sentry-release=d08ebdb9309e1b004c6f52202de58a09c2268e42,"
+            "sentry-transaction=/interactions/other-dogs/new-dog,"
+            "sentry-sample_rate=1.0,"
+            "sentry-sampled=true"
+        )
+
+        assert hosted_mcp_tool["headers"]["baggage"] == expected_outgoing_baggage
+
+
 @pytest.mark.asyncio
 async def test_hosted_mcp_tool_propagation_headers(sentry_init, test_agent):
     """
@@ -2710,3 +2857,194 @@ def mock_get_model(agent, run_config):
 
         # Verify streaming flag is set
         assert chat_span._data.get(SPANDATA.GEN_AI_RESPONSE_STREAMING) is True
+
+
+@pytest.mark.skipif(
+    parse_version(OPENAI_AGENTS_VERSION) < (0, 4, 0),
+    reason="conversation_id support requires openai-agents >= 0.4.0",
+)
+@pytest.mark.asyncio
+async def test_conversation_id_on_all_spans(
+    sentry_init, capture_events, test_agent, mock_model_response
+):
+    """
+    Test that gen_ai.conversation.id is set on all AI-related spans when passed to Runner.run().
+    """
+
+    with patch.dict(os.environ, {"OPENAI_API_KEY": "test-key"}):
+        with patch(
+            "agents.models.openai_responses.OpenAIResponsesModel.get_response"
+        ) as mock_get_response:
+            mock_get_response.return_value = mock_model_response
+
+            sentry_init(
+                integrations=[OpenAIAgentsIntegration()],
+                traces_sample_rate=1.0,
+            )
+
+            events = capture_events()
+
+            result = await agents.Runner.run(
+                test_agent,
+                "Test input",
+                run_config=test_run_config,
+                conversation_id="conv_test_123",
+            )
+
+            assert result is not None
+
+    (transaction,) = events
+    spans = transaction["spans"]
+    invoke_agent_span, ai_client_span = spans
+
+    # Verify workflow span (transaction) has conversation_id
+    assert (
+        transaction["contexts"]["trace"]["data"]["gen_ai.conversation.id"]
+        == "conv_test_123"
+    )
+
+    # Verify invoke_agent span has conversation_id
+    assert invoke_agent_span["data"]["gen_ai.conversation.id"] == "conv_test_123"
+
+    # Verify ai_client span has conversation_id
+    assert ai_client_span["data"]["gen_ai.conversation.id"] == "conv_test_123"
+
+
+@pytest.mark.skipif(
+    parse_version(OPENAI_AGENTS_VERSION) < (0, 4, 0),
+    reason="conversation_id support requires openai-agents >= 0.4.0",
+)
+@pytest.mark.asyncio
+async def test_conversation_id_on_tool_span(sentry_init, capture_events, test_agent):
+    """
+    Test that gen_ai.conversation.id is set on tool execution spans when passed to Runner.run().
+    """
+
+    @agents.function_tool
+    def simple_tool(message: str) -> str:
+        """A simple tool"""
+        return f"Result: {message}"
+
+    agent_with_tool = test_agent.clone(tools=[simple_tool])
+
+    with patch.dict(os.environ, {"OPENAI_API_KEY": "test-key"}):
+        with patch(
+            "agents.models.openai_responses.OpenAIResponsesModel.get_response"
+        ) as mock_get_response:
+            tool_call = ResponseFunctionToolCall(
+                id="call_123",
+                call_id="call_123",
+                name="simple_tool",
+                type="function_call",
+                arguments='{"message": "hello"}',
+            )
+
+            tool_response = ModelResponse(
+                output=[tool_call],
+                usage=Usage(
+                    requests=1, input_tokens=10, output_tokens=5, total_tokens=15
+                ),
+                response_id="resp_tool_456",
+            )
+
+            final_response = ModelResponse(
+                output=[
+                    ResponseOutputMessage(
+                        id="msg_final",
+                        type="message",
+                        status="completed",
+                        content=[
+                            ResponseOutputText(
+                                text="Done",
+                                type="output_text",
+                                annotations=[],
+                            )
+                        ],
+                        role="assistant",
+                    )
+                ],
+                usage=Usage(
+                    requests=1, input_tokens=15, output_tokens=10, total_tokens=25
+                ),
+                response_id="resp_final_789",
+            )
+
+            mock_get_response.side_effect = [tool_response, final_response]
+
+            sentry_init(
+                integrations=[OpenAIAgentsIntegration()],
+                traces_sample_rate=1.0,
+            )
+
+            events = capture_events()
+
+            await agents.Runner.run(
+                agent_with_tool,
+                "Use the tool",
+                run_config=test_run_config,
+                conversation_id="conv_tool_test_456",
+            )
+
+    (transaction,) = events
+    spans = transaction["spans"]
+
+    # Find the tool span
+    tool_span = None
+    for span in spans:
+        if span.get("description", "").startswith("execute_tool"):
+            tool_span = span
+            break
+
+    assert tool_span is not None
+    # Tool span should have the conversation_id passed to Runner.run()
+    assert tool_span["data"]["gen_ai.conversation.id"] == "conv_tool_test_456"
+
+    # Workflow span (transaction) should have the same conversation_id
+    assert (
+        transaction["contexts"]["trace"]["data"]["gen_ai.conversation.id"]
+        == "conv_tool_test_456"
+    )
+
+
+@pytest.mark.skipif(
+    parse_version(OPENAI_AGENTS_VERSION) < (0, 4, 0),
+    reason="conversation_id support requires openai-agents >= 0.4.0",
+)
+@pytest.mark.asyncio
+async def test_no_conversation_id_when_not_provided(
+    sentry_init, capture_events, test_agent, mock_model_response
+):
+    """
+    Test that gen_ai.conversation.id is not set when not passed to Runner.run().
+    """
+
+    with patch.dict(os.environ, {"OPENAI_API_KEY": "test-key"}):
+        with patch(
+            "agents.models.openai_responses.OpenAIResponsesModel.get_response"
+        ) as mock_get_response:
+            mock_get_response.return_value = mock_model_response
+
+            sentry_init(
+                integrations=[OpenAIAgentsIntegration()],
+                traces_sample_rate=1.0,
+            )
+
+            events = capture_events()
+
+            # Don't pass conversation_id
+            result = await agents.Runner.run(
+                test_agent, "Test input", run_config=test_run_config
+            )
+
+            assert result is not None
+
+    (transaction,) = events
+    spans = transaction["spans"]
+    invoke_agent_span, ai_client_span = spans
+
+    # Verify conversation_id is NOT set on any spans
+    assert "gen_ai.conversation.id" not in transaction["contexts"]["trace"].get(
+        "data", {}
+    )
+    assert "gen_ai.conversation.id" not in invoke_agent_span.get("data", {})
+    assert "gen_ai.conversation.id" not in ai_client_span.get("data", {})
diff --git a/tests/test_client.py b/tests/test_client.py
index 043c7c6ae5..96ebcf1790 100644
--- a/tests/test_client.py
+++ b/tests/test_client.py
@@ -1295,7 +1295,9 @@ def raise_exception(self) -> None:
         ),
         # If sampler returns invalid value, we should still send the event
         IssuesSamplerTestConfig(
-            sampler_function=lambda *_: "This is an invalid return value for the sampler",
+            sampler_function=lambda *_: (
+                "This is an invalid return value for the sampler"
+            ),
             expected_events=1,
         ),
     ),
diff --git a/tests/test_logs.py b/tests/test_logs.py
index 386e22658e..d9c8a79f8c 100644
--- a/tests/test_logs.py
+++ b/tests/test_logs.py
@@ -692,11 +692,11 @@ def test_log_array_attributes(sentry_init, capture_envelopes):
 
     assert serialized_attributes["string_list"] == {
         "value": ["value1", "value2"],
-        "type": "string[]",
+        "type": "array",
     }
     assert serialized_attributes["int_tuple"] == {
         "value": [3, 2, 1, 4],
-        "type": "integer[]",
+        "type": "array",
     }
     assert serialized_attributes["inhomogeneous_tuple"] == {
         "value": "(3, 2.0, 1, 4)",
@@ -705,11 +705,11 @@ def test_log_array_attributes(sentry_init, capture_envelopes):
 
     assert serialized_attributes["float_list"] == {
         "value": [3.0, 3.5, 4.2],
-        "type": "double[]",
+        "type": "array",
     }
     assert serialized_attributes["bool_tuple"] == {
         "value": [False, False, True],
-        "type": "boolean[]",
+        "type": "array",
     }
     assert serialized_attributes["inhomogeneous_list"] == {
         "value": "[3.2, True, None]",
diff --git a/tests/test_metrics.py b/tests/test_metrics.py
index 185c1c594d..ada50d645d 100644
--- a/tests/test_metrics.py
+++ b/tests/test_metrics.py
@@ -425,11 +425,11 @@ def test_log_array_attributes(sentry_init, capture_envelopes):
 
     assert serialized_attributes["string_list.attribute"] == {
         "value": ["value1", "value2"],
-        "type": "string[]",
+        "type": "array",
     }
     assert serialized_attributes["int_tuple.attribute"] == {
         "value": [3, 2, 1, 4],
-        "type": "integer[]",
+        "type": "array",
     }
     assert serialized_attributes["inhomogeneous_tuple.attribute"] == {
         "value": "(3, 2.0, 1, 4)",
@@ -438,11 +438,11 @@ def test_log_array_attributes(sentry_init, capture_envelopes):
 
     assert serialized_attributes["float_list.attribute"] == {
         "value": [3.0, 3.5, 4.2],
-        "type": "double[]",
+        "type": "array",
     }
     assert serialized_attributes["bool_tuple.attribute"] == {
         "value": [False, False, True],
-        "type": "boolean[]",
+        "type": "array",
     }
     assert serialized_attributes["inhomogeneous_list.attribute"] == {
         "value": "[3.2, True, None]",
diff --git a/tox.ini b/tox.ini
index 2116c41871..5530002884 100644
--- a/tox.ini
+++ b/tox.ini
@@ -57,80 +57,81 @@ envlist =
 
     # ~~~ MCP ~~~
     {py3.10,py3.12,py3.13}-mcp-v1.15.0
-    {py3.10,py3.12,py3.13}-mcp-v1.18.0
-    {py3.10,py3.12,py3.13}-mcp-v1.21.2
-    {py3.10,py3.12,py3.13}-mcp-v1.25.0
+    {py3.10,py3.12,py3.13}-mcp-v1.19.0
+    {py3.10,py3.12,py3.13}-mcp-v1.23.3
+    {py3.10,py3.12,py3.13}-mcp-v1.26.0
 
     {py3.10,py3.13,py3.14,py3.14t}-fastmcp-v0.1.0
     {py3.10,py3.13,py3.14,py3.14t}-fastmcp-v0.4.1
     {py3.10,py3.13,py3.14,py3.14t}-fastmcp-v1.0
-    {py3.10,py3.12,py3.13}-fastmcp-v2.14.3
+    {py3.10,py3.12,py3.13}-fastmcp-v2.14.4
+    {py3.10,py3.12,py3.13}-fastmcp-v3.0.0b1
 
 
     # ~~~ Agents ~~~
     {py3.10,py3.11,py3.12}-openai_agents-v0.0.19
     {py3.10,py3.12,py3.13}-openai_agents-v0.2.11
     {py3.10,py3.12,py3.13}-openai_agents-v0.4.2
-    {py3.10,py3.13,py3.14,py3.14t}-openai_agents-v0.6.8
+    {py3.10,py3.13,py3.14,py3.14t}-openai_agents-v0.7.0
 
     {py3.10,py3.12,py3.13}-pydantic_ai-v1.0.18
-    {py3.10,py3.12,py3.13}-pydantic_ai-v1.15.0
-    {py3.10,py3.12,py3.13}-pydantic_ai-v1.30.1
-    {py3.10,py3.12,py3.13}-pydantic_ai-v1.44.0
+    {py3.10,py3.12,py3.13}-pydantic_ai-v1.17.0
+    {py3.10,py3.12,py3.13}-pydantic_ai-v1.34.0
+    {py3.10,py3.12,py3.13}-pydantic_ai-v1.51.0
 
 
     # ~~~ AI Workflow ~~~
     {py3.9,py3.11,py3.12}-langchain-base-v0.1.20
     {py3.9,py3.12,py3.13}-langchain-base-v0.3.27
-    {py3.10,py3.13,py3.14}-langchain-base-v1.2.6
+    {py3.10,py3.13,py3.14}-langchain-base-v1.2.7
 
     {py3.9,py3.11,py3.12}-langchain-notiktoken-v0.1.20
     {py3.9,py3.12,py3.13}-langchain-notiktoken-v0.3.27
-    {py3.10,py3.13,py3.14}-langchain-notiktoken-v1.2.6
+    {py3.10,py3.13,py3.14}-langchain-notiktoken-v1.2.7
 
     {py3.9,py3.13,py3.14}-langgraph-v0.6.11
-    {py3.10,py3.12,py3.13}-langgraph-v1.0.6
+    {py3.10,py3.12,py3.13}-langgraph-v1.0.7
 
 
     # ~~~ AI ~~~
     {py3.8,py3.11,py3.12}-anthropic-v0.16.0
     {py3.8,py3.11,py3.12}-anthropic-v0.36.2
     {py3.8,py3.11,py3.12}-anthropic-v0.56.0
-    {py3.9,py3.13,py3.14,py3.14t}-anthropic-v0.76.0
+    {py3.9,py3.13,py3.14,py3.14t}-anthropic-v0.77.0
 
     {py3.9,py3.10,py3.11}-cohere-v5.4.0
     {py3.9,py3.11,py3.12}-cohere-v5.10.0
     {py3.9,py3.11,py3.12}-cohere-v5.15.0
-    {py3.9,py3.11,py3.12}-cohere-v5.20.1
+    {py3.9,py3.11,py3.12}-cohere-v5.20.2
 
     {py3.9,py3.12,py3.13}-google_genai-v1.29.0
-    {py3.9,py3.12,py3.13}-google_genai-v1.39.1
-    {py3.10,py3.13,py3.14,py3.14t}-google_genai-v1.49.0
-    {py3.10,py3.13,py3.14,py3.14t}-google_genai-v1.59.0
+    {py3.9,py3.12,py3.13}-google_genai-v1.40.0
+    {py3.10,py3.13,py3.14,py3.14t}-google_genai-v1.51.0
+    {py3.10,py3.13,py3.14,py3.14t}-google_genai-v1.61.0
 
     {py3.8,py3.10,py3.11}-huggingface_hub-v0.24.7
-    {py3.8,py3.12,py3.13}-huggingface_hub-v0.36.0
-    {py3.9,py3.13,py3.14,py3.14t}-huggingface_hub-v1.3.2
+    {py3.8,py3.12,py3.13}-huggingface_hub-v0.36.1
+    {py3.9,py3.13,py3.14,py3.14t}-huggingface_hub-v1.3.7
 
     {py3.9,py3.12,py3.13}-litellm-v1.77.7
     {py3.9,py3.12,py3.13}-litellm-v1.78.7
     {py3.9,py3.12,py3.13}-litellm-v1.79.3
-    {py3.9,py3.12,py3.13}-litellm-v1.81.0
+    {py3.9,py3.12,py3.13}-litellm-v1.81.6
 
     {py3.8,py3.11,py3.12}-openai-base-v1.0.1
     {py3.8,py3.12,py3.13}-openai-base-v1.109.1
-    {py3.9,py3.13,py3.14,py3.14t}-openai-base-v2.15.0
+    {py3.9,py3.13,py3.14,py3.14t}-openai-base-v2.16.0
 
     {py3.8,py3.11,py3.12}-openai-notiktoken-v1.0.1
     {py3.8,py3.12,py3.13}-openai-notiktoken-v1.109.1
-    {py3.9,py3.13,py3.14,py3.14t}-openai-notiktoken-v2.15.0
+    {py3.9,py3.13,py3.14,py3.14t}-openai-notiktoken-v2.16.0
 
 
     # ~~~ Cloud ~~~
     {py3.6,py3.7}-boto3-v1.12.49
     {py3.6,py3.9,py3.10}-boto3-v1.21.46
     {py3.7,py3.11,py3.12}-boto3-v1.33.13
-    {py3.9,py3.13,py3.14,py3.14t}-boto3-v1.42.30
+    {py3.9,py3.13,py3.14,py3.14t}-boto3-v1.42.39
 
     {py3.6,py3.7,py3.8}-chalice-v1.16.0
     {py3.9,py3.12,py3.13}-chalice-v1.32.0
@@ -160,7 +161,8 @@ envlist =
 
     {py3.6,py3.8,py3.9}-sqlalchemy-v1.2.19
     {py3.6,py3.11,py3.12}-sqlalchemy-v1.4.54
-    {py3.7,py3.12,py3.13}-sqlalchemy-v2.0.45
+    {py3.7,py3.12,py3.13}-sqlalchemy-v2.0.46
+    {py3.10,py3.13,py3.14,py3.14t}-sqlalchemy-v2.1.0b1
 
 
     # ~~~ Flags ~~~
@@ -174,12 +176,13 @@ envlist =
     {py3.7,py3.13,py3.14}-statsig-v0.67.0
 
     {py3.8,py3.12,py3.13}-unleash-v6.0.1
-    {py3.8,py3.12,py3.13}-unleash-v6.4.1
+    {py3.8,py3.12,py3.13}-unleash-v6.5.1
 
 
     # ~~~ GraphQL ~~~
     {py3.8,py3.10,py3.11}-ariadne-v0.20.1
-    {py3.10,py3.13,py3.14,py3.14t}-ariadne-v0.27.0
+    {py3.10,py3.13,py3.14,py3.14t}-ariadne-v0.27.1
+    {py3.10,py3.13,py3.14,py3.14t}-ariadne-v0.28.0rc2
 
     {py3.6,py3.9,py3.10}-gql-v3.4.1
     {py3.9,py3.12,py3.13}-gql-v4.0.0
@@ -189,7 +192,7 @@ envlist =
     {py3.8,py3.12,py3.13}-graphene-v3.4.3
 
     {py3.8,py3.10,py3.11}-strawberry-v0.209.8
-    {py3.10,py3.13,py3.14,py3.14t}-strawberry-v0.289.0
+    {py3.10,py3.13,py3.14,py3.14t}-strawberry-v0.291.0
 
 
     # ~~~ Network ~~~
@@ -210,11 +213,10 @@ envlist =
 
     # ~~~ Tasks ~~~
     {py3.7,py3.9,py3.10}-arq-v0.23
-    {py3.8,py3.11,py3.12}-arq-v0.26.3
+    {py3.9,py3.12,py3.13}-arq-v0.27.0
 
     {py3.7}-beam-v2.14.0
-    {py3.10,py3.12,py3.13}-beam-v2.70.0
-    {py3.10,py3.12,py3.13}-beam-v2.71.0rc3
+    {py3.10,py3.12,py3.13}-beam-v2.71.0
 
     {py3.6,py3.7,py3.8}-celery-v4.4.7
     {py3.9,py3.12,py3.13}-celery-v5.6.2
@@ -309,7 +311,7 @@ envlist =
     {py3.6}-trytond-v4.8.18
     {py3.6,py3.7,py3.8}-trytond-v5.8.16
     {py3.8,py3.10,py3.11}-trytond-v6.8.17
-    {py3.9,py3.12,py3.13}-trytond-v7.8.3
+    {py3.9,py3.12,py3.13}-trytond-v7.8.4
 
     {py3.7,py3.12,py3.13}-typer-v0.15.4
     {py3.9,py3.13,py3.14,py3.14t}-typer-v0.21.1
@@ -382,15 +384,16 @@ deps =
 
     # ~~~ MCP ~~~
     mcp-v1.15.0: mcp==1.15.0
-    mcp-v1.18.0: mcp==1.18.0
-    mcp-v1.21.2: mcp==1.21.2
-    mcp-v1.25.0: mcp==1.25.0
+    mcp-v1.19.0: mcp==1.19.0
+    mcp-v1.23.3: mcp==1.23.3
+    mcp-v1.26.0: mcp==1.26.0
     mcp: pytest-asyncio
 
     fastmcp-v0.1.0: fastmcp==0.1.0
     fastmcp-v0.4.1: fastmcp==0.4.1
     fastmcp-v1.0: fastmcp==1.0
-    fastmcp-v2.14.3: fastmcp==2.14.3
+    fastmcp-v2.14.4: fastmcp==2.14.4
+    fastmcp-v3.0.0b1: fastmcp==3.0.0b1
     fastmcp: pytest-asyncio
 
 
@@ -398,47 +401,47 @@ deps =
     openai_agents-v0.0.19: openai-agents==0.0.19
     openai_agents-v0.2.11: openai-agents==0.2.11
     openai_agents-v0.4.2: openai-agents==0.4.2
-    openai_agents-v0.6.8: openai-agents==0.6.8
+    openai_agents-v0.7.0: openai-agents==0.7.0
     openai_agents: pytest-asyncio
 
     pydantic_ai-v1.0.18: pydantic-ai==1.0.18
-    pydantic_ai-v1.15.0: pydantic-ai==1.15.0
-    pydantic_ai-v1.30.1: pydantic-ai==1.30.1
-    pydantic_ai-v1.44.0: pydantic-ai==1.44.0
+    pydantic_ai-v1.17.0: pydantic-ai==1.17.0
+    pydantic_ai-v1.34.0: pydantic-ai==1.34.0
+    pydantic_ai-v1.51.0: pydantic-ai==1.51.0
     pydantic_ai: pytest-asyncio
 
 
     # ~~~ AI Workflow ~~~
     langchain-base-v0.1.20: langchain==0.1.20
     langchain-base-v0.3.27: langchain==0.3.27
-    langchain-base-v1.2.6: langchain==1.2.6
+    langchain-base-v1.2.7: langchain==1.2.7
     langchain-base: pytest-asyncio
     langchain-base: openai
     langchain-base: tiktoken
     langchain-base: langchain-openai
     langchain-base-v0.3.27: langchain-community
-    langchain-base-v1.2.6: langchain-community
-    langchain-base-v1.2.6: langchain-classic
+    langchain-base-v1.2.7: langchain-community
+    langchain-base-v1.2.7: langchain-classic
 
     langchain-notiktoken-v0.1.20: langchain==0.1.20
     langchain-notiktoken-v0.3.27: langchain==0.3.27
-    langchain-notiktoken-v1.2.6: langchain==1.2.6
+    langchain-notiktoken-v1.2.7: langchain==1.2.7
     langchain-notiktoken: pytest-asyncio
     langchain-notiktoken: openai
     langchain-notiktoken: langchain-openai
     langchain-notiktoken-v0.3.27: langchain-community
-    langchain-notiktoken-v1.2.6: langchain-community
-    langchain-notiktoken-v1.2.6: langchain-classic
+    langchain-notiktoken-v1.2.7: langchain-community
+    langchain-notiktoken-v1.2.7: langchain-classic
 
     langgraph-v0.6.11: langgraph==0.6.11
-    langgraph-v1.0.6: langgraph==1.0.6
+    langgraph-v1.0.7: langgraph==1.0.7
 
 
     # ~~~ AI ~~~
     anthropic-v0.16.0: anthropic==0.16.0
     anthropic-v0.36.2: anthropic==0.36.2
     anthropic-v0.56.0: anthropic==0.56.0
-    anthropic-v0.76.0: anthropic==0.76.0
+    anthropic-v0.77.0: anthropic==0.77.0
     anthropic: pytest-asyncio
     anthropic-v0.16.0: httpx<0.28.0
     anthropic-v0.36.2: httpx<0.28.0
@@ -446,35 +449,35 @@ deps =
     cohere-v5.4.0: cohere==5.4.0
     cohere-v5.10.0: cohere==5.10.0
     cohere-v5.15.0: cohere==5.15.0
-    cohere-v5.20.1: cohere==5.20.1
+    cohere-v5.20.2: cohere==5.20.2
 
     google_genai-v1.29.0: google-genai==1.29.0
-    google_genai-v1.39.1: google-genai==1.39.1
-    google_genai-v1.49.0: google-genai==1.49.0
-    google_genai-v1.59.0: google-genai==1.59.0
+    google_genai-v1.40.0: google-genai==1.40.0
+    google_genai-v1.51.0: google-genai==1.51.0
+    google_genai-v1.61.0: google-genai==1.61.0
     google_genai: pytest-asyncio
 
     huggingface_hub-v0.24.7: huggingface_hub==0.24.7
-    huggingface_hub-v0.36.0: huggingface_hub==0.36.0
-    huggingface_hub-v1.3.2: huggingface_hub==1.3.2
+    huggingface_hub-v0.36.1: huggingface_hub==0.36.1
+    huggingface_hub-v1.3.7: huggingface_hub==1.3.7
     huggingface_hub: responses
     huggingface_hub: pytest-httpx
 
     litellm-v1.77.7: litellm==1.77.7
     litellm-v1.78.7: litellm==1.78.7
     litellm-v1.79.3: litellm==1.79.3
-    litellm-v1.81.0: litellm==1.81.0
+    litellm-v1.81.6: litellm==1.81.6
 
     openai-base-v1.0.1: openai==1.0.1
     openai-base-v1.109.1: openai==1.109.1
-    openai-base-v2.15.0: openai==2.15.0
+    openai-base-v2.16.0: openai==2.16.0
     openai-base: pytest-asyncio
     openai-base: tiktoken
     openai-base-v1.0.1: httpx<0.28
 
     openai-notiktoken-v1.0.1: openai==1.0.1
     openai-notiktoken-v1.109.1: openai==1.109.1
-    openai-notiktoken-v2.15.0: openai==2.15.0
+    openai-notiktoken-v2.16.0: openai==2.16.0
     openai-notiktoken: pytest-asyncio
     openai-notiktoken-v1.0.1: httpx<0.28
 
@@ -483,7 +486,7 @@ deps =
     boto3-v1.12.49: boto3==1.12.49
     boto3-v1.21.46: boto3==1.21.46
     boto3-v1.33.13: boto3==1.33.13
-    boto3-v1.42.30: boto3==1.42.30
+    boto3-v1.42.39: boto3==1.42.39
     {py3.7,py3.8}-boto3: urllib3<2.0.0
 
     chalice-v1.16.0: chalice==1.16.0
@@ -522,7 +525,8 @@ deps =
 
     sqlalchemy-v1.2.19: sqlalchemy==1.2.19
     sqlalchemy-v1.4.54: sqlalchemy==1.4.54
-    sqlalchemy-v2.0.45: sqlalchemy==2.0.45
+    sqlalchemy-v2.0.46: sqlalchemy==2.0.46
+    sqlalchemy-v2.1.0b1: sqlalchemy==2.1.0b1
 
 
     # ~~~ Flags ~~~
@@ -537,12 +541,13 @@ deps =
     statsig: typing_extensions
 
     unleash-v6.0.1: UnleashClient==6.0.1
-    unleash-v6.4.1: UnleashClient==6.4.1
+    unleash-v6.5.1: UnleashClient==6.5.1
 
 
     # ~~~ GraphQL ~~~
     ariadne-v0.20.1: ariadne==0.20.1
-    ariadne-v0.27.0: ariadne==0.27.0
+    ariadne-v0.27.1: ariadne==0.27.1
+    ariadne-v0.28.0rc2: ariadne==0.28.0rc2
     ariadne: fastapi
     ariadne: flask
     ariadne: httpx
@@ -560,7 +565,7 @@ deps =
     {py3.6}-graphene: aiocontextvars
 
     strawberry-v0.209.8: strawberry-graphql[fastapi,flask]==0.209.8
-    strawberry-v0.289.0: strawberry-graphql[fastapi,flask]==0.289.0
+    strawberry-v0.291.0: strawberry-graphql[fastapi,flask]==0.291.0
     strawberry: httpx
     strawberry-v0.209.8: pydantic<2.11
 
@@ -592,15 +597,14 @@ deps =
 
     # ~~~ Tasks ~~~
     arq-v0.23: arq==0.23
-    arq-v0.26.3: arq==0.26.3
+    arq-v0.27.0: arq==0.27.0
     arq: async-timeout
     arq: pytest-asyncio
     arq: fakeredis>=2.2.0,<2.8
     arq-v0.23: pydantic<2
 
     beam-v2.14.0: apache-beam==2.14.0
-    beam-v2.70.0: apache-beam==2.70.0
-    beam-v2.71.0rc3: apache-beam==2.71.0rc3
+    beam-v2.71.0: apache-beam==2.71.0
     beam: dill
 
     celery-v4.4.7: celery==4.4.7
@@ -784,7 +788,7 @@ deps =
     trytond-v4.8.18: trytond==4.8.18
     trytond-v5.8.16: trytond==5.8.16
     trytond-v6.8.17: trytond==6.8.17
-    trytond-v7.8.3: trytond==7.8.3
+    trytond-v7.8.4: trytond==7.8.4
     trytond: werkzeug
     trytond-v4.6.22: werkzeug<1.0
     trytond-v4.8.18: werkzeug<1.0