feat(source/bigquery)!: restructure prebuilt toolsets#2637
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Summary of ChangesHello, I'm Gemini Code Assist1! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed! This pull request primarily focuses on enhancing the organization and maintainability of BigQuery prebuilt toolsets by splitting a monolithic toolset into two distinct, purpose-driven ones. Concurrently, it introduces a new validation step to ensure toolsets adhere to a recommended size limit, and refines existing PostgreSQL tests by re-enabling a relevant test case and removing obsolete cleanup logic. These changes aim to improve the clarity of toolset definitions and the robustness of the testing suite. Highlights
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Code Review
This pull request restructures the BigQuery prebuilt toolsets and includes several test-related changes. The main improvement is splitting the monolithic BigQuery toolset into more focused data and analytics toolsets. I've identified a significant issue in the test code where the schema cleanup logic was removed without a replacement, which will lead to resource leaks in the test environment. My review includes a suggestion to fix this.
…apis#2637) ## Description > Should include a concise description of the changes (bug or feature), it's > impact, along with a summary of the solution ## PR Checklist > Thank you for opening a Pull Request! Before submitting your PR, there are a > few things you can do to make sure it goes smoothly: - [ ] Make sure you reviewed [CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md) - [ ] Make sure to open an issue as a [bug/issue](https://github.com/googleapis/genai-toolbox/issues/new/choose) before writing your code! That way we can discuss the change, evaluate designs, and agree on the general idea - [ ] Ensure the tests and linter pass - [ ] Code coverage does not decrease (if any source code was changed) - [ ] Appropriate docs were updated (if necessary) - [ ] Make sure to add `!` if this involve a breaking change 🛠️ Fixes #<issue_number_goes_here> --------- Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com> dc984ba
…apis#2637) ## Description > Should include a concise description of the changes (bug or feature), it's > impact, along with a summary of the solution ## PR Checklist > Thank you for opening a Pull Request! Before submitting your PR, there are a > few things you can do to make sure it goes smoothly: - [ ] Make sure you reviewed [CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md) - [ ] Make sure to open an issue as a [bug/issue](https://github.com/googleapis/genai-toolbox/issues/new/choose) before writing your code! That way we can discuss the change, evaluate designs, and agree on the general idea - [ ] Ensure the tests and linter pass - [ ] Code coverage does not decrease (if any source code was changed) - [ ] Appropriate docs were updated (if necessary) - [ ] Make sure to add `!` if this involve a breaking change 🛠️ Fixes #<issue_number_goes_here> --------- Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com> dc984ba
…apis#2637) ## Description > Should include a concise description of the changes (bug or feature), it's > impact, along with a summary of the solution ## PR Checklist > Thank you for opening a Pull Request! Before submitting your PR, there are a > few things you can do to make sure it goes smoothly: - [ ] Make sure you reviewed [CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md) - [ ] Make sure to open an issue as a [bug/issue](https://github.com/googleapis/genai-toolbox/issues/new/choose) before writing your code! That way we can discuss the change, evaluate designs, and agree on the general idea - [ ] Ensure the tests and linter pass - [ ] Code coverage does not decrease (if any source code was changed) - [ ] Appropriate docs were updated (if necessary) - [ ] Make sure to add `!` if this involve a breaking change 🛠️ Fixes #<issue_number_goes_here> --------- Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com> dc984ba
…apis#2637) ## Description > Should include a concise description of the changes (bug or feature), it's > impact, along with a summary of the solution ## PR Checklist > Thank you for opening a Pull Request! Before submitting your PR, there are a > few things you can do to make sure it goes smoothly: - [ ] Make sure you reviewed [CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md) - [ ] Make sure to open an issue as a [bug/issue](https://github.com/googleapis/genai-toolbox/issues/new/choose) before writing your code! That way we can discuss the change, evaluate designs, and agree on the general idea - [ ] Ensure the tests and linter pass - [ ] Code coverage does not decrease (if any source code was changed) - [ ] Appropriate docs were updated (if necessary) - [ ] Make sure to add `!` if this involve a breaking change 🛠️ Fixes #<issue_number_goes_here> --------- Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com> dc984ba
🤖 I have created a release *beep* *boop* --- ## [0.29.0](v0.28.0...v0.29.0) (2026-03-13) ### ⚠ BREAKING CHANGES * **source/alloydb:** restructure prebuilt toolsets ([#2639](#2639)) * **source/spanner:** restructure prebuilt toolsets ([#2641](#2641)) * **source/dataplex:** restructure prebuilt toolsets ([#2640](#2640)) * **source/oss-db:** restructure prebuilt toolsets ([#2638](#2638)) * **source/cloudsql:** restructure prebuilt toolsets ([#2635](#2635)) * **source/bigquery:** restructure prebuilt toolsets ([#2637](#2637)) * **source/firestore:** restructure prebuilt toolsets ([#2636](#2636)) * telemetry metrics updates as per semantic convention ([#2566](#2566)) ### Features * Add user agent to embeddings generation ([#2572](#2572)) ([287251a](287251a)) * **skill:** Attach user agent metadata for generated skill ([#2697](#2697)) ([9598a6a](9598a6a)) * **skills:** Add additional-notes flag to generate skills command ([#2696](#2696)) ([73bf962](73bf962)) * **skill:** Update skill generation logic ([#2646](#2646)) ([c233eee](c233eee)) * **source/alloydb:** Restructure prebuilt toolsets ([#2639](#2639)) ([5f3f063](5f3f063)) * **source/bigquery:** Restructure prebuilt toolsets ([#2637](#2637)) ([dc984ba](dc984ba)) * **sources/bigquery:** Support custom oauth header name ([#2564](#2564)) ([d3baf77](d3baf77)) * **source/cloudsql:** Restructure prebuilt toolsets ([#2635](#2635)) ([99613dc](99613dc)) * **source/dataplex:** Restructure prebuilt toolsets ([#2640](#2640)) ([acb9a80](acb9a80)) * **source/firestore:** Restructure prebuilt toolsets ([#2636](#2636)) ([22ab7b9](22ab7b9)) * **source/oss-db:** Restructure prebuilt toolsets ([#2638](#2638)) ([5196c6a](5196c6a)) * **source/spanner:** Restructure prebuilt toolsets ([#2641](#2641)) ([ea2b698](ea2b698)) * Telemetry metrics updates as per semantic convention ([#2566](#2566)) ([131d764](131d764)) * **tools/mongodb:** Add tool annotations to MongoDB tools for improved LLM understanding ([#2219](#2219)) ([b7a5f80](b7a5f80)) * **tools/serverless-spark:** Add get_session_template tool ([#2308](#2308)) ([a136e16](a136e16)) * **tools/serverless-spark:** Add list/get sessions tools ([#2576](#2576)) ([a554298](a554298)) ### Bug Fixes * Improve list locks integration test for postgres ([#2279](#2279)) ([d9ebe5d](d9ebe5d)) * **mcp:** Guard nil SSE session lookup and return 400 for missing session ([#2681](#2681)) ([f66189f](f66189f)) * **oracle:** Update oracle-execute-sql tool interface to match source signature ([#2627](#2627)) ([81699a3](81699a3)) * Return AllParams for GetParameter() for tools with templateParameter([#2734](#2734)) ([bfd7ba6](bfd7ba6)) * **server/mcp:** Scope defer span.End inside loop iteration ([#2558](#2558)) ([c88a62d](c88a62d)), closes [#2549](#2549) * **skill:** Fix env variable propagation ([#2645](#2645)) ([5271368](5271368)) * **sources/looker:** Looker and looker-dev prebuilt tools should share one source definition. ([#2620](#2620)) ([df7f2fd](df7f2fd)) * **telemetry:** Histogram buckets from OTel standard to MCP standards ([#2729](#2729)) ([87cd4a0](87cd4a0)) * **ui:** Remove module from script ([#2703](#2703)) ([6943ab6](6943ab6)) * Update toolset attributes naming ([#2554](#2554)) ([3d6ae4e](3d6ae4e)) --- This PR was generated with [Release Please](https://github.com/googleapis/release-please). See [documentation](https://github.com/googleapis/release-please#release-please). --------- Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com> Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
🤖 I have created a release *beep* *boop* --- ## [0.29.0](v0.28.0...v0.29.0) (2026-03-13) ### ⚠ BREAKING CHANGES * **source/alloydb:** restructure prebuilt toolsets ([#2639](#2639)) * **source/spanner:** restructure prebuilt toolsets ([#2641](#2641)) * **source/dataplex:** restructure prebuilt toolsets ([#2640](#2640)) * **source/oss-db:** restructure prebuilt toolsets ([#2638](#2638)) * **source/cloudsql:** restructure prebuilt toolsets ([#2635](#2635)) * **source/bigquery:** restructure prebuilt toolsets ([#2637](#2637)) * **source/firestore:** restructure prebuilt toolsets ([#2636](#2636)) * telemetry metrics updates as per semantic convention ([#2566](#2566)) ### Features * Add user agent to embeddings generation ([#2572](#2572)) ([287251a](287251a)) * **skill:** Attach user agent metadata for generated skill ([#2697](#2697)) ([9598a6a](9598a6a)) * **skills:** Add additional-notes flag to generate skills command ([#2696](#2696)) ([73bf962](73bf962)) * **skill:** Update skill generation logic ([#2646](#2646)) ([c233eee](c233eee)) * **source/alloydb:** Restructure prebuilt toolsets ([#2639](#2639)) ([5f3f063](5f3f063)) * **source/bigquery:** Restructure prebuilt toolsets ([#2637](#2637)) ([dc984ba](dc984ba)) * **sources/bigquery:** Support custom oauth header name ([#2564](#2564)) ([d3baf77](d3baf77)) * **source/cloudsql:** Restructure prebuilt toolsets ([#2635](#2635)) ([99613dc](99613dc)) * **source/dataplex:** Restructure prebuilt toolsets ([#2640](#2640)) ([acb9a80](acb9a80)) * **source/firestore:** Restructure prebuilt toolsets ([#2636](#2636)) ([22ab7b9](22ab7b9)) * **source/oss-db:** Restructure prebuilt toolsets ([#2638](#2638)) ([5196c6a](5196c6a)) * **source/spanner:** Restructure prebuilt toolsets ([#2641](#2641)) ([ea2b698](ea2b698)) * Telemetry metrics updates as per semantic convention ([#2566](#2566)) ([131d764](131d764)) * **tools/mongodb:** Add tool annotations to MongoDB tools for improved LLM understanding ([#2219](#2219)) ([b7a5f80](b7a5f80)) * **tools/serverless-spark:** Add get_session_template tool ([#2308](#2308)) ([a136e16](a136e16)) * **tools/serverless-spark:** Add list/get sessions tools ([#2576](#2576)) ([a554298](a554298)) ### Bug Fixes * Improve list locks integration test for postgres ([#2279](#2279)) ([d9ebe5d](d9ebe5d)) * **mcp:** Guard nil SSE session lookup and return 400 for missing session ([#2681](#2681)) ([f66189f](f66189f)) * **oracle:** Update oracle-execute-sql tool interface to match source signature ([#2627](#2627)) ([81699a3](81699a3)) * Return AllParams for GetParameter() for tools with templateParameter([#2734](#2734)) ([bfd7ba6](bfd7ba6)) * **server/mcp:** Scope defer span.End inside loop iteration ([#2558](#2558)) ([c88a62d](c88a62d)), closes [#2549](#2549) * **skill:** Fix env variable propagation ([#2645](#2645)) ([5271368](5271368)) * **sources/looker:** Looker and looker-dev prebuilt tools should share one source definition. ([#2620](#2620)) ([df7f2fd](df7f2fd)) * **telemetry:** Histogram buckets from OTel standard to MCP standards ([#2729](#2729)) ([87cd4a0](87cd4a0)) * **ui:** Remove module from script ([#2703](#2703)) ([6943ab6](6943ab6)) * Update toolset attributes naming ([#2554](#2554)) ([3d6ae4e](3d6ae4e)) --- This PR was generated with [Release Please](https://github.com/googleapis/release-please). See [documentation](https://github.com/googleapis/release-please#release-please). --------- Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com> Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com> 39832a0
🤖 I have created a release *beep* *boop* --- ## [0.29.0](googleapis/mcp-toolbox@v0.28.0...v0.29.0) (2026-03-13) ### ⚠ BREAKING CHANGES * **source/alloydb:** restructure prebuilt toolsets ([googleapis#2639](googleapis#2639)) * **source/spanner:** restructure prebuilt toolsets ([googleapis#2641](googleapis#2641)) * **source/dataplex:** restructure prebuilt toolsets ([googleapis#2640](googleapis#2640)) * **source/oss-db:** restructure prebuilt toolsets ([googleapis#2638](googleapis#2638)) * **source/cloudsql:** restructure prebuilt toolsets ([googleapis#2635](googleapis#2635)) * **source/bigquery:** restructure prebuilt toolsets ([googleapis#2637](googleapis#2637)) * **source/firestore:** restructure prebuilt toolsets ([googleapis#2636](googleapis#2636)) * telemetry metrics updates as per semantic convention ([googleapis#2566](googleapis#2566)) ### Features * Add user agent to embeddings generation ([googleapis#2572](googleapis#2572)) ([287251a](googleapis@287251a)) * **skill:** Attach user agent metadata for generated skill ([googleapis#2697](googleapis#2697)) ([9598a6a](googleapis@9598a6a)) * **skills:** Add additional-notes flag to generate skills command ([googleapis#2696](googleapis#2696)) ([73bf962](googleapis@73bf962)) * **skill:** Update skill generation logic ([googleapis#2646](googleapis#2646)) ([c233eee](googleapis@c233eee)) * **source/alloydb:** Restructure prebuilt toolsets ([googleapis#2639](googleapis#2639)) ([5f3f063](googleapis@5f3f063)) * **source/bigquery:** Restructure prebuilt toolsets ([googleapis#2637](googleapis#2637)) ([dc984ba](googleapis@dc984ba)) * **sources/bigquery:** Support custom oauth header name ([googleapis#2564](googleapis#2564)) ([d3baf77](googleapis@d3baf77)) * **source/cloudsql:** Restructure prebuilt toolsets ([googleapis#2635](googleapis#2635)) ([99613dc](googleapis@99613dc)) * **source/dataplex:** Restructure prebuilt toolsets ([googleapis#2640](googleapis#2640)) ([acb9a80](googleapis@acb9a80)) * **source/firestore:** Restructure prebuilt toolsets ([googleapis#2636](googleapis#2636)) ([22ab7b9](googleapis@22ab7b9)) * **source/oss-db:** Restructure prebuilt toolsets ([googleapis#2638](googleapis#2638)) ([5196c6a](googleapis@5196c6a)) * **source/spanner:** Restructure prebuilt toolsets ([googleapis#2641](googleapis#2641)) ([ea2b698](googleapis@ea2b698)) * Telemetry metrics updates as per semantic convention ([googleapis#2566](googleapis#2566)) ([131d764](googleapis@131d764)) * **tools/mongodb:** Add tool annotations to MongoDB tools for improved LLM understanding ([googleapis#2219](googleapis#2219)) ([b7a5f80](googleapis@b7a5f80)) * **tools/serverless-spark:** Add get_session_template tool ([googleapis#2308](googleapis#2308)) ([a136e16](googleapis@a136e16)) * **tools/serverless-spark:** Add list/get sessions tools ([googleapis#2576](googleapis#2576)) ([a554298](googleapis@a554298)) ### Bug Fixes * Improve list locks integration test for postgres ([googleapis#2279](googleapis#2279)) ([d9ebe5d](googleapis@d9ebe5d)) * **mcp:** Guard nil SSE session lookup and return 400 for missing session ([googleapis#2681](googleapis#2681)) ([f66189f](googleapis@f66189f)) * **oracle:** Update oracle-execute-sql tool interface to match source signature ([googleapis#2627](googleapis#2627)) ([81699a3](googleapis@81699a3)) * Return AllParams for GetParameter() for tools with templateParameter([googleapis#2734](googleapis#2734)) ([bfd7ba6](googleapis@bfd7ba6)) * **server/mcp:** Scope defer span.End inside loop iteration ([googleapis#2558](googleapis#2558)) ([c88a62d](googleapis@c88a62d)), closes [googleapis#2549](googleapis#2549) * **skill:** Fix env variable propagation ([googleapis#2645](googleapis#2645)) ([5271368](googleapis@5271368)) * **sources/looker:** Looker and looker-dev prebuilt tools should share one source definition. ([googleapis#2620](googleapis#2620)) ([df7f2fd](googleapis@df7f2fd)) * **telemetry:** Histogram buckets from OTel standard to MCP standards ([googleapis#2729](googleapis#2729)) ([87cd4a0](googleapis@87cd4a0)) * **ui:** Remove module from script ([googleapis#2703](googleapis#2703)) ([6943ab6](googleapis@6943ab6)) * Update toolset attributes naming ([googleapis#2554](googleapis#2554)) ([3d6ae4e](googleapis@3d6ae4e)) --- This PR was generated with [Release Please](https://github.com/googleapis/release-please). See [documentation](https://github.com/googleapis/release-please#release-please). --------- Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com> Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com> 39832a0
🤖 I have created a release *beep* *boop* --- ## [0.29.0](googleapis/mcp-toolbox@v0.28.0...v0.29.0) (2026-03-13) ### ⚠ BREAKING CHANGES * **source/alloydb:** restructure prebuilt toolsets ([googleapis#2639](googleapis#2639)) * **source/spanner:** restructure prebuilt toolsets ([googleapis#2641](googleapis#2641)) * **source/dataplex:** restructure prebuilt toolsets ([googleapis#2640](googleapis#2640)) * **source/oss-db:** restructure prebuilt toolsets ([googleapis#2638](googleapis#2638)) * **source/cloudsql:** restructure prebuilt toolsets ([googleapis#2635](googleapis#2635)) * **source/bigquery:** restructure prebuilt toolsets ([googleapis#2637](googleapis#2637)) * **source/firestore:** restructure prebuilt toolsets ([googleapis#2636](googleapis#2636)) * telemetry metrics updates as per semantic convention ([googleapis#2566](googleapis#2566)) ### Features * Add user agent to embeddings generation ([googleapis#2572](googleapis#2572)) ([287251a](googleapis@287251a)) * **skill:** Attach user agent metadata for generated skill ([googleapis#2697](googleapis#2697)) ([9598a6a](googleapis@9598a6a)) * **skills:** Add additional-notes flag to generate skills command ([googleapis#2696](googleapis#2696)) ([73bf962](googleapis@73bf962)) * **skill:** Update skill generation logic ([googleapis#2646](googleapis#2646)) ([c233eee](googleapis@c233eee)) * **source/alloydb:** Restructure prebuilt toolsets ([googleapis#2639](googleapis#2639)) ([5f3f063](googleapis@5f3f063)) * **source/bigquery:** Restructure prebuilt toolsets ([googleapis#2637](googleapis#2637)) ([dc984ba](googleapis@dc984ba)) * **sources/bigquery:** Support custom oauth header name ([googleapis#2564](googleapis#2564)) ([d3baf77](googleapis@d3baf77)) * **source/cloudsql:** Restructure prebuilt toolsets ([googleapis#2635](googleapis#2635)) ([99613dc](googleapis@99613dc)) * **source/dataplex:** Restructure prebuilt toolsets ([googleapis#2640](googleapis#2640)) ([acb9a80](googleapis@acb9a80)) * **source/firestore:** Restructure prebuilt toolsets ([googleapis#2636](googleapis#2636)) ([22ab7b9](googleapis@22ab7b9)) * **source/oss-db:** Restructure prebuilt toolsets ([googleapis#2638](googleapis#2638)) ([5196c6a](googleapis@5196c6a)) * **source/spanner:** Restructure prebuilt toolsets ([googleapis#2641](googleapis#2641)) ([ea2b698](googleapis@ea2b698)) * Telemetry metrics updates as per semantic convention ([googleapis#2566](googleapis#2566)) ([131d764](googleapis@131d764)) * **tools/mongodb:** Add tool annotations to MongoDB tools for improved LLM understanding ([googleapis#2219](googleapis#2219)) ([b7a5f80](googleapis@b7a5f80)) * **tools/serverless-spark:** Add get_session_template tool ([googleapis#2308](googleapis#2308)) ([a136e16](googleapis@a136e16)) * **tools/serverless-spark:** Add list/get sessions tools ([googleapis#2576](googleapis#2576)) ([a554298](googleapis@a554298)) ### Bug Fixes * Improve list locks integration test for postgres ([googleapis#2279](googleapis#2279)) ([d9ebe5d](googleapis@d9ebe5d)) * **mcp:** Guard nil SSE session lookup and return 400 for missing session ([googleapis#2681](googleapis#2681)) ([f66189f](googleapis@f66189f)) * **oracle:** Update oracle-execute-sql tool interface to match source signature ([googleapis#2627](googleapis#2627)) ([81699a3](googleapis@81699a3)) * Return AllParams for GetParameter() for tools with templateParameter([googleapis#2734](googleapis#2734)) ([bfd7ba6](googleapis@bfd7ba6)) * **server/mcp:** Scope defer span.End inside loop iteration ([googleapis#2558](googleapis#2558)) ([c88a62d](googleapis@c88a62d)), closes [googleapis#2549](googleapis#2549) * **skill:** Fix env variable propagation ([googleapis#2645](googleapis#2645)) ([5271368](googleapis@5271368)) * **sources/looker:** Looker and looker-dev prebuilt tools should share one source definition. ([googleapis#2620](googleapis#2620)) ([df7f2fd](googleapis@df7f2fd)) * **telemetry:** Histogram buckets from OTel standard to MCP standards ([googleapis#2729](googleapis#2729)) ([87cd4a0](googleapis@87cd4a0)) * **ui:** Remove module from script ([googleapis#2703](googleapis#2703)) ([6943ab6](googleapis@6943ab6)) * Update toolset attributes naming ([googleapis#2554](googleapis#2554)) ([3d6ae4e](googleapis@3d6ae4e)) --- This PR was generated with [Release Please](https://github.com/googleapis/release-please). See [documentation](https://github.com/googleapis/release-please#release-please). --------- Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com> Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com> 39832a0
🤖 I have created a release *beep* *boop* --- ## [0.29.0](googleapis/mcp-toolbox@v0.28.0...v0.29.0) (2026-03-13) ### ⚠ BREAKING CHANGES * **source/alloydb:** restructure prebuilt toolsets ([#2639](googleapis/mcp-toolbox#2639)) * **source/spanner:** restructure prebuilt toolsets ([#2641](googleapis/mcp-toolbox#2641)) * **source/dataplex:** restructure prebuilt toolsets ([#2640](googleapis/mcp-toolbox#2640)) * **source/oss-db:** restructure prebuilt toolsets ([#2638](googleapis/mcp-toolbox#2638)) * **source/cloudsql:** restructure prebuilt toolsets ([#2635](googleapis/mcp-toolbox#2635)) * **source/bigquery:** restructure prebuilt toolsets ([#2637](googleapis/mcp-toolbox#2637)) * **source/firestore:** restructure prebuilt toolsets ([#2636](googleapis/mcp-toolbox#2636)) * telemetry metrics updates as per semantic convention ([#2566](googleapis/mcp-toolbox#2566)) ### Features * Add user agent to embeddings generation ([#2572](googleapis/mcp-toolbox#2572)) ([287251a](googleapis/mcp-toolbox@287251a)) * **skill:** Attach user agent metadata for generated skill ([#2697](googleapis/mcp-toolbox#2697)) ([9598a6a](googleapis/mcp-toolbox@9598a6a)) * **skills:** Add additional-notes flag to generate skills command ([#2696](googleapis/mcp-toolbox#2696)) ([73bf962](googleapis/mcp-toolbox@73bf962)) * **skill:** Update skill generation logic ([#2646](googleapis/mcp-toolbox#2646)) ([c233eee](googleapis/mcp-toolbox@c233eee)) * **source/alloydb:** Restructure prebuilt toolsets ([#2639](googleapis/mcp-toolbox#2639)) ([5f3f063](googleapis/mcp-toolbox@5f3f063)) * **source/bigquery:** Restructure prebuilt toolsets ([#2637](googleapis/mcp-toolbox#2637)) ([dc984ba](googleapis/mcp-toolbox@dc984ba)) * **sources/bigquery:** Support custom oauth header name ([#2564](googleapis/mcp-toolbox#2564)) ([d3baf77](googleapis/mcp-toolbox@d3baf77)) * **source/cloudsql:** Restructure prebuilt toolsets ([#2635](googleapis/mcp-toolbox#2635)) ([99613dc](googleapis/mcp-toolbox@99613dc)) * **source/dataplex:** Restructure prebuilt toolsets ([#2640](googleapis/mcp-toolbox#2640)) ([acb9a80](googleapis/mcp-toolbox@acb9a80)) * **source/firestore:** Restructure prebuilt toolsets ([#2636](googleapis/mcp-toolbox#2636)) ([22ab7b9](googleapis/mcp-toolbox@22ab7b9)) * **source/oss-db:** Restructure prebuilt toolsets ([#2638](googleapis/mcp-toolbox#2638)) ([5196c6a](googleapis/mcp-toolbox@5196c6a)) * **source/spanner:** Restructure prebuilt toolsets ([#2641](googleapis/mcp-toolbox#2641)) ([ea2b698](googleapis/mcp-toolbox@ea2b698)) * Telemetry metrics updates as per semantic convention ([#2566](googleapis/mcp-toolbox#2566)) ([131d764](googleapis/mcp-toolbox@131d764)) * **tools/mongodb:** Add tool annotations to MongoDB tools for improved LLM understanding ([#2219](googleapis/mcp-toolbox#2219)) ([b7a5f80](googleapis/mcp-toolbox@b7a5f80)) * **tools/serverless-spark:** Add get_session_template tool ([#2308](googleapis/mcp-toolbox#2308)) ([a136e16](googleapis/mcp-toolbox@a136e16)) * **tools/serverless-spark:** Add list/get sessions tools ([#2576](googleapis/mcp-toolbox#2576)) ([a554298](googleapis/mcp-toolbox@a554298)) ### Bug Fixes * Improve list locks integration test for postgres ([#2279](googleapis/mcp-toolbox#2279)) ([d9ebe5d](googleapis/mcp-toolbox@d9ebe5d)) * **mcp:** Guard nil SSE session lookup and return 400 for missing session ([#2681](googleapis/mcp-toolbox#2681)) ([f66189f](googleapis/mcp-toolbox@f66189f)) * **oracle:** Update oracle-execute-sql tool interface to match source signature ([#2627](googleapis/mcp-toolbox#2627)) ([81699a3](googleapis/mcp-toolbox@81699a3)) * Return AllParams for GetParameter() for tools with templateParameter([#2734](googleapis/mcp-toolbox#2734)) ([bfd7ba6](googleapis/mcp-toolbox@bfd7ba6)) * **server/mcp:** Scope defer span.End inside loop iteration ([#2558](googleapis/mcp-toolbox#2558)) ([c88a62d](googleapis/mcp-toolbox@c88a62d)), closes [#2549](googleapis/mcp-toolbox#2549) * **skill:** Fix env variable propagation ([#2645](googleapis/mcp-toolbox#2645)) ([5271368](googleapis/mcp-toolbox@5271368)) * **sources/looker:** Looker and looker-dev prebuilt tools should share one source definition. ([#2620](googleapis/mcp-toolbox#2620)) ([df7f2fd](googleapis/mcp-toolbox@df7f2fd)) * **telemetry:** Histogram buckets from OTel standard to MCP standards ([#2729](googleapis/mcp-toolbox#2729)) ([87cd4a0](googleapis/mcp-toolbox@87cd4a0)) * **ui:** Remove module from script ([#2703](googleapis/mcp-toolbox#2703)) ([6943ab6](googleapis/mcp-toolbox@6943ab6)) * Update toolset attributes naming ([#2554](googleapis/mcp-toolbox#2554)) ([3d6ae4e](googleapis/mcp-toolbox@3d6ae4e)) --- This PR was generated with [Release Please](https://github.com/googleapis/release-please). See [documentation](https://github.com/googleapis/release-please#release-please). --------- Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com> Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
## Description > Should include a concise description of the changes (bug or feature), it's > impact, along with a summary of the solution ## PR Checklist > Thank you for opening a Pull Request! Before submitting your PR, there are a > few things you can do to make sure it goes smoothly: - [ ] Make sure you reviewed [CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md) - [ ] Make sure to open an issue as a [bug/issue](https://github.com/googleapis/genai-toolbox/issues/new/choose) before writing your code! That way we can discuss the change, evaluate designs, and agree on the general idea - [ ] Ensure the tests and linter pass - [ ] Code coverage does not decrease (if any source code was changed) - [ ] Appropriate docs were updated (if necessary) - [ ] Make sure to add `!` if this involve a breaking change 🛠️ Fixes #<issue_number_goes_here> --------- Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
🤖 I have created a release *beep* *boop* --- ## [0.29.0](googleapis/mcp-toolbox@v0.28.0...v0.29.0) (2026-03-13) ### ⚠ BREAKING CHANGES * **source/alloydb:** restructure prebuilt toolsets ([googleapis#2639](googleapis#2639)) * **source/spanner:** restructure prebuilt toolsets ([googleapis#2641](googleapis#2641)) * **source/dataplex:** restructure prebuilt toolsets ([googleapis#2640](googleapis#2640)) * **source/oss-db:** restructure prebuilt toolsets ([googleapis#2638](googleapis#2638)) * **source/cloudsql:** restructure prebuilt toolsets ([googleapis#2635](googleapis#2635)) * **source/bigquery:** restructure prebuilt toolsets ([googleapis#2637](googleapis#2637)) * **source/firestore:** restructure prebuilt toolsets ([googleapis#2636](googleapis#2636)) * telemetry metrics updates as per semantic convention ([googleapis#2566](googleapis#2566)) ### Features * Add user agent to embeddings generation ([googleapis#2572](googleapis#2572)) ([287251a](googleapis@287251a)) * **skill:** Attach user agent metadata for generated skill ([googleapis#2697](googleapis#2697)) ([9598a6a](googleapis@9598a6a)) * **skills:** Add additional-notes flag to generate skills command ([googleapis#2696](googleapis#2696)) ([73bf962](googleapis@73bf962)) * **skill:** Update skill generation logic ([googleapis#2646](googleapis#2646)) ([c233eee](googleapis@c233eee)) * **source/alloydb:** Restructure prebuilt toolsets ([googleapis#2639](googleapis#2639)) ([5f3f063](googleapis@5f3f063)) * **source/bigquery:** Restructure prebuilt toolsets ([googleapis#2637](googleapis#2637)) ([dc984ba](googleapis@dc984ba)) * **sources/bigquery:** Support custom oauth header name ([googleapis#2564](googleapis#2564)) ([d3baf77](googleapis@d3baf77)) * **source/cloudsql:** Restructure prebuilt toolsets ([googleapis#2635](googleapis#2635)) ([99613dc](googleapis@99613dc)) * **source/dataplex:** Restructure prebuilt toolsets ([googleapis#2640](googleapis#2640)) ([acb9a80](googleapis@acb9a80)) * **source/firestore:** Restructure prebuilt toolsets ([googleapis#2636](googleapis#2636)) ([22ab7b9](googleapis@22ab7b9)) * **source/oss-db:** Restructure prebuilt toolsets ([googleapis#2638](googleapis#2638)) ([5196c6a](googleapis@5196c6a)) * **source/spanner:** Restructure prebuilt toolsets ([googleapis#2641](googleapis#2641)) ([ea2b698](googleapis@ea2b698)) * Telemetry metrics updates as per semantic convention ([googleapis#2566](googleapis#2566)) ([131d764](googleapis@131d764)) * **tools/mongodb:** Add tool annotations to MongoDB tools for improved LLM understanding ([googleapis#2219](googleapis#2219)) ([b7a5f80](googleapis@b7a5f80)) * **tools/serverless-spark:** Add get_session_template tool ([googleapis#2308](googleapis#2308)) ([a136e16](googleapis@a136e16)) * **tools/serverless-spark:** Add list/get sessions tools ([googleapis#2576](googleapis#2576)) ([a554298](googleapis@a554298)) ### Bug Fixes * Improve list locks integration test for postgres ([googleapis#2279](googleapis#2279)) ([d9ebe5d](googleapis@d9ebe5d)) * **mcp:** Guard nil SSE session lookup and return 400 for missing session ([googleapis#2681](googleapis#2681)) ([f66189f](googleapis@f66189f)) * **oracle:** Update oracle-execute-sql tool interface to match source signature ([googleapis#2627](googleapis#2627)) ([81699a3](googleapis@81699a3)) * Return AllParams for GetParameter() for tools with templateParameter([googleapis#2734](googleapis#2734)) ([bfd7ba6](googleapis@bfd7ba6)) * **server/mcp:** Scope defer span.End inside loop iteration ([googleapis#2558](googleapis#2558)) ([c88a62d](googleapis@c88a62d)), closes [googleapis#2549](googleapis#2549) * **skill:** Fix env variable propagation ([googleapis#2645](googleapis#2645)) ([5271368](googleapis@5271368)) * **sources/looker:** Looker and looker-dev prebuilt tools should share one source definition. ([googleapis#2620](googleapis#2620)) ([df7f2fd](googleapis@df7f2fd)) * **telemetry:** Histogram buckets from OTel standard to MCP standards ([googleapis#2729](googleapis#2729)) ([87cd4a0](googleapis@87cd4a0)) * **ui:** Remove module from script ([googleapis#2703](googleapis#2703)) ([6943ab6](googleapis@6943ab6)) * Update toolset attributes naming ([googleapis#2554](googleapis#2554)) ([3d6ae4e](googleapis@3d6ae4e)) --- This PR was generated with [Release Please](https://github.com/googleapis/release-please). See [documentation](https://github.com/googleapis/release-please#release-please). --------- Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com> Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
Description
PR Checklist
CONTRIBUTING.md
bug/issue
before writing your code! That way we can discuss the change, evaluate
designs, and agree on the general idea
!if this involve a breaking change🛠️ Fixes #<issue_number_goes_here>