feat(bigquery): add conversational analytics tools for Data Agents#2517
feat(bigquery): add conversational analytics tools for Data Agents#2517Genesis929 merged 26 commits intogoogleapis:mainfrom
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Implements new tools to interact with BigQuery Data Agents and aligns BigQuery source method names with other sources for future cross-source compatibility. - Add three new tools: 'ask_data_agent', 'get_data_agent_info', and 'list_accessible_data_agents' under 'conversationalanalytics'. - Rename BigQuery source methods to 'GoogleCloudProject' and 'GoogleCloudLocation' to unify interface with other source types. - Update 'GoogleCloudTokenSourceWithScope' to support flexible scope parameterization. - Update existing BigQuery tools to use consistent source method names. - Add 'bigquery-conversational-analytics-with-data-agent' prebuilt config. - Include comprehensive integration tests for Data Agent tools. - Update documentation for the new prebuilt toolset.
- Update test YAML format to use standard 'kind' and 'type' fields. - Switch to 'server.UnmarshalResourceConfig' for correct interface decoding. - Fix struct field names from 'Kind' to 'Type'.
Summary of ChangesHello @Genesis929, 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 significantly enhances the BigQuery integration by introducing a suite of conversational analytics tools that leverage BigQuery Data Agents. The primary goal is to enable natural language interaction with BigQuery data, facilitating data analysis and insights through AI agents. Concurrently, it refactors BigQuery source method names to align with a more generic 'GoogleCloud' prefix, improving consistency and paving the way for broader cloud service compatibility. Highlights
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Code Review
This pull request introduces new tools for interacting with BigQuery Data Agents and unifies BigQuery source method names. A high-severity path traversal vulnerability was identified in the URL construction of the get-data-agent-info tool, along with information leakage in error handling and a lack of dataset-level access controls, which could lead to unauthorized resource access. Additionally, the review identified areas for improvement related to redundant location fallback logic, inconsistent constant usage, and the format of returned data.
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Fixed sensitive info leaks in errors, added URL escaping, and unified client identification headers across new tools.
…ry conversational analytics This fix addresses a failure in the prebuiltconfigs unit tests caused by adding the new BigQuery Data Agent configuration file.
…improve integration test robustness
…se NewAgentError and unify timeout strategies
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internal/prebuiltconfigs/tools/conversational-analytics-with-data-agent.yaml
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…gents (#2517) Implements new tools to interact with BigQuery Data Agents and aligns BigQuery source method names with other sources for future cross-source compatibility. - Add three new tools: 'ask_data_agent', 'get_data_agent_info', and 'list_accessible_data_agents' under 'conversationalanalytics'. - Rename BigQuery source methods to 'GoogleCloudProject' and 'GoogleCloudLocation' to unify interface with other source types. - Update 'GoogleCloudTokenSourceWithScope' to support flexible scope parameterization. - Update existing BigQuery tools to use consistent source method names. - Add 'bigquery-conversational-analytics-with-data-agent' prebuilt config. - Include comprehensive integration tests for Data Agent tools. - Update documentation for the new prebuilt toolset. ## 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> 2490a4b
…gents (googleapis#2517) Implements new tools to interact with BigQuery Data Agents and aligns BigQuery source method names with other sources for future cross-source compatibility. - Add three new tools: 'ask_data_agent', 'get_data_agent_info', and 'list_accessible_data_agents' under 'conversationalanalytics'. - Rename BigQuery source methods to 'GoogleCloudProject' and 'GoogleCloudLocation' to unify interface with other source types. - Update 'GoogleCloudTokenSourceWithScope' to support flexible scope parameterization. - Update existing BigQuery tools to use consistent source method names. - Add 'bigquery-conversational-analytics-with-data-agent' prebuilt config. - Include comprehensive integration tests for Data Agent tools. - Update documentation for the new prebuilt toolset. ## 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> 2490a4b
…gents (googleapis#2517) Implements new tools to interact with BigQuery Data Agents and aligns BigQuery source method names with other sources for future cross-source compatibility. - Add three new tools: 'ask_data_agent', 'get_data_agent_info', and 'list_accessible_data_agents' under 'conversationalanalytics'. - Rename BigQuery source methods to 'GoogleCloudProject' and 'GoogleCloudLocation' to unify interface with other source types. - Update 'GoogleCloudTokenSourceWithScope' to support flexible scope parameterization. - Update existing BigQuery tools to use consistent source method names. - Add 'bigquery-conversational-analytics-with-data-agent' prebuilt config. - Include comprehensive integration tests for Data Agent tools. - Update documentation for the new prebuilt toolset. ## 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> 2490a4b
…gents (googleapis#2517) Implements new tools to interact with BigQuery Data Agents and aligns BigQuery source method names with other sources for future cross-source compatibility. - Add three new tools: 'ask_data_agent', 'get_data_agent_info', and 'list_accessible_data_agents' under 'conversationalanalytics'. - Rename BigQuery source methods to 'GoogleCloudProject' and 'GoogleCloudLocation' to unify interface with other source types. - Update 'GoogleCloudTokenSourceWithScope' to support flexible scope parameterization. - Update existing BigQuery tools to use consistent source method names. - Add 'bigquery-conversational-analytics-with-data-agent' prebuilt config. - Include comprehensive integration tests for Data Agent tools. - Update documentation for the new prebuilt toolset. ## 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> 2490a4b
…gents (googleapis#2517) Implements new tools to interact with BigQuery Data Agents and aligns BigQuery source method names with other sources for future cross-source compatibility. - Add three new tools: 'ask_data_agent', 'get_data_agent_info', and 'list_accessible_data_agents' under 'conversationalanalytics'. - Rename BigQuery source methods to 'GoogleCloudProject' and 'GoogleCloudLocation' to unify interface with other source types. - Update 'GoogleCloudTokenSourceWithScope' to support flexible scope parameterization. - Update existing BigQuery tools to use consistent source method names. - Add 'bigquery-conversational-analytics-with-data-agent' prebuilt config. - Include comprehensive integration tests for Data Agent tools. - Update documentation for the new prebuilt toolset. ## 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> 2490a4b
…gents (googleapis#2517) Implements new tools to interact with BigQuery Data Agents and aligns BigQuery source method names with other sources for future cross-source compatibility. - Add three new tools: 'ask_data_agent', 'get_data_agent_info', and 'list_accessible_data_agents' under 'conversationalanalytics'. - Rename BigQuery source methods to 'GoogleCloudProject' and 'GoogleCloudLocation' to unify interface with other source types. - Update 'GoogleCloudTokenSourceWithScope' to support flexible scope parameterization. - Update existing BigQuery tools to use consistent source method names. - Add 'bigquery-conversational-analytics-with-data-agent' prebuilt config. - Include comprehensive integration tests for Data Agent tools. - Update documentation for the new prebuilt toolset. ## 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> 2490a4b
…gents (googleapis#2517) Implements new tools to interact with BigQuery Data Agents and aligns BigQuery source method names with other sources for future cross-source compatibility. - Add three new tools: 'ask_data_agent', 'get_data_agent_info', and 'list_accessible_data_agents' under 'conversationalanalytics'. - Rename BigQuery source methods to 'GoogleCloudProject' and 'GoogleCloudLocation' to unify interface with other source types. - Update 'GoogleCloudTokenSourceWithScope' to support flexible scope parameterization. - Update existing BigQuery tools to use consistent source method names. - Add 'bigquery-conversational-analytics-with-data-agent' prebuilt config. - Include comprehensive integration tests for Data Agent tools. - Update documentation for the new prebuilt toolset. ## 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> 2490a4b
🤖 I have created a release *beep* *boop* --- ## [0.32.0](v0.31.0...v0.32.0) (2026-04-08) ### ⚠ BREAKING CHANGES * update repo name ([#2968](#2968)) ### Features * Add MCP tool annotations to all remaining tools ([#2221](#2221)) ([ea09db9](ea09db9)) * **bigquery:** Add conversational analytics tools for Data Agents ([#2517](#2517)) ([2490a4b](2490a4b)) * **embeddingModel:** Add Backend API selection fields ([#2592](#2592)) ([912aa9e](912aa9e)) * **skills:** Add Claude Code support to generated scripts ([#2966](#2966)) ([a1609e1](a1609e1)) * **skills:** Add codex user agent ([#2973](#2973)) ([070e939](070e939)) * **skills:** Tool invocation via npx ([#2916](#2916)) ([377dc5b](377dc5b)) * **sources/singlestore:** Add ConnectionParams to SingleStore Config ([#2555](#2555)) ([73e2a8c](73e2a8c)) * **tool/dataplex-lookup-context:** Relax project constraint and enforce location ([#2952](#2952)) ([7ebfdf1](7ebfdf1)) * **tools/looker:** Looker agent management from MCP ([#2830](#2830)) ([649d4ad](649d4ad)) * **ui:** Update to use `/mcp` endpoint ([#2829](#2829)) ([c3059c2](c3059c2)) ### Bug Fixes * **bigquery:** Add impersonateServiceAccount to prebuilt config ([#2770](#2770)) ([9c3a748](9c3a748)) * **quickstart:** Robust tool lookup and modernize dependencies in Python samples ([#2863](#2863)) ([4c0845d](4c0845d)) * **skills:** Fix skill generation template ([#2914](#2914)) ([a01a15e](a01a15e)) * **skills:** Prevent empty strings overriding optional env vars in node scripts ([#2963](#2963)) ([c52adeb](c52adeb)) * **tests/bigquery:** Implement uuid-based isolation and reliable resource cleanup ([#2547](#2547)) ([479d842](479d842)) * **tests/Bigtable:** Implement uuid-based isolation and reliable resource cleanup ([#2880](#2880)) ([a769f15](a769f15)) * Update error for ConvertConfig function ([#2993](#2993)) ([62bdabb](62bdabb)) ### Code Refactoring * Update repo name ([#2968](#2968)) ([3aae809](3aae809)) --- 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* --- ## [0.32.0](v0.31.0...v0.32.0) (2026-04-08) ### ⚠ BREAKING CHANGES * update repo name ([#2968](#2968)) ### Features * Add MCP tool annotations to all remaining tools ([#2221](#2221)) ([ea09db9](ea09db9)) * **bigquery:** Add conversational analytics tools for Data Agents ([#2517](#2517)) ([2490a4b](2490a4b)) * **embeddingModel:** Add Backend API selection fields ([#2592](#2592)) ([912aa9e](912aa9e)) * **skills:** Add Claude Code support to generated scripts ([#2966](#2966)) ([a1609e1](a1609e1)) * **skills:** Add codex user agent ([#2973](#2973)) ([070e939](070e939)) * **skills:** Tool invocation via npx ([#2916](#2916)) ([377dc5b](377dc5b)) * **sources/singlestore:** Add ConnectionParams to SingleStore Config ([#2555](#2555)) ([73e2a8c](73e2a8c)) * **tool/dataplex-lookup-context:** Relax project constraint and enforce location ([#2952](#2952)) ([7ebfdf1](7ebfdf1)) * **tools/looker:** Looker agent management from MCP ([#2830](#2830)) ([649d4ad](649d4ad)) * **ui:** Update to use `/mcp` endpoint ([#2829](#2829)) ([c3059c2](c3059c2)) ### Bug Fixes * **bigquery:** Add impersonateServiceAccount to prebuilt config ([#2770](#2770)) ([9c3a748](9c3a748)) * **quickstart:** Robust tool lookup and modernize dependencies in Python samples ([#2863](#2863)) ([4c0845d](4c0845d)) * **skills:** Fix skill generation template ([#2914](#2914)) ([a01a15e](a01a15e)) * **skills:** Prevent empty strings overriding optional env vars in node scripts ([#2963](#2963)) ([c52adeb](c52adeb)) * **tests/bigquery:** Implement uuid-based isolation and reliable resource cleanup ([#2547](#2547)) ([479d842](479d842)) * **tests/Bigtable:** Implement uuid-based isolation and reliable resource cleanup ([#2880](#2880)) ([a769f15](a769f15)) * Update error for ConvertConfig function ([#2993](#2993)) ([62bdabb](62bdabb)) ### Code Refactoring * Update repo name ([#2968](#2968)) ([3aae809](3aae809)) --- 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> b9ae1c6
🤖 I have created a release *beep* *boop* --- ## [0.32.0](googleapis/mcp-toolbox@v0.31.0...v0.32.0) (2026-04-08) ### ⚠ BREAKING CHANGES * update repo name ([googleapis#2968](googleapis#2968)) ### Features * Add MCP tool annotations to all remaining tools ([googleapis#2221](googleapis#2221)) ([ea09db9](googleapis@ea09db9)) * **bigquery:** Add conversational analytics tools for Data Agents ([googleapis#2517](googleapis#2517)) ([2490a4b](googleapis@2490a4b)) * **embeddingModel:** Add Backend API selection fields ([googleapis#2592](googleapis#2592)) ([912aa9e](googleapis@912aa9e)) * **skills:** Add Claude Code support to generated scripts ([googleapis#2966](googleapis#2966)) ([a1609e1](googleapis@a1609e1)) * **skills:** Add codex user agent ([googleapis#2973](googleapis#2973)) ([070e939](googleapis@070e939)) * **skills:** Tool invocation via npx ([googleapis#2916](googleapis#2916)) ([377dc5b](googleapis@377dc5b)) * **sources/singlestore:** Add ConnectionParams to SingleStore Config ([googleapis#2555](googleapis#2555)) ([73e2a8c](googleapis@73e2a8c)) * **tool/dataplex-lookup-context:** Relax project constraint and enforce location ([googleapis#2952](googleapis#2952)) ([7ebfdf1](googleapis@7ebfdf1)) * **tools/looker:** Looker agent management from MCP ([googleapis#2830](googleapis#2830)) ([649d4ad](googleapis@649d4ad)) * **ui:** Update to use `/mcp` endpoint ([googleapis#2829](googleapis#2829)) ([c3059c2](googleapis@c3059c2)) ### Bug Fixes * **bigquery:** Add impersonateServiceAccount to prebuilt config ([googleapis#2770](googleapis#2770)) ([9c3a748](googleapis@9c3a748)) * **quickstart:** Robust tool lookup and modernize dependencies in Python samples ([googleapis#2863](googleapis#2863)) ([4c0845d](googleapis@4c0845d)) * **skills:** Fix skill generation template ([googleapis#2914](googleapis#2914)) ([a01a15e](googleapis@a01a15e)) * **skills:** Prevent empty strings overriding optional env vars in node scripts ([googleapis#2963](googleapis#2963)) ([c52adeb](googleapis@c52adeb)) * **tests/bigquery:** Implement uuid-based isolation and reliable resource cleanup ([googleapis#2547](googleapis#2547)) ([479d842](googleapis@479d842)) * **tests/Bigtable:** Implement uuid-based isolation and reliable resource cleanup ([googleapis#2880](googleapis#2880)) ([a769f15](googleapis@a769f15)) * Update error for ConvertConfig function ([googleapis#2993](googleapis#2993)) ([62bdabb](googleapis@62bdabb)) ### Code Refactoring * Update repo name ([googleapis#2968](googleapis#2968)) ([3aae809](googleapis@3aae809)) --- 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> b9ae1c6
🤖 I have created a release *beep* *boop* --- ## [0.32.0](googleapis/mcp-toolbox@v0.31.0...v0.32.0) (2026-04-08) ### ⚠ BREAKING CHANGES * update repo name ([googleapis#2968](googleapis#2968)) ### Features * Add MCP tool annotations to all remaining tools ([googleapis#2221](googleapis#2221)) ([ea09db9](googleapis@ea09db9)) * **bigquery:** Add conversational analytics tools for Data Agents ([googleapis#2517](googleapis#2517)) ([2490a4b](googleapis@2490a4b)) * **embeddingModel:** Add Backend API selection fields ([googleapis#2592](googleapis#2592)) ([912aa9e](googleapis@912aa9e)) * **skills:** Add Claude Code support to generated scripts ([googleapis#2966](googleapis#2966)) ([a1609e1](googleapis@a1609e1)) * **skills:** Add codex user agent ([googleapis#2973](googleapis#2973)) ([070e939](googleapis@070e939)) * **skills:** Tool invocation via npx ([googleapis#2916](googleapis#2916)) ([377dc5b](googleapis@377dc5b)) * **sources/singlestore:** Add ConnectionParams to SingleStore Config ([googleapis#2555](googleapis#2555)) ([73e2a8c](googleapis@73e2a8c)) * **tool/dataplex-lookup-context:** Relax project constraint and enforce location ([googleapis#2952](googleapis#2952)) ([7ebfdf1](googleapis@7ebfdf1)) * **tools/looker:** Looker agent management from MCP ([googleapis#2830](googleapis#2830)) ([649d4ad](googleapis@649d4ad)) * **ui:** Update to use `/mcp` endpoint ([googleapis#2829](googleapis#2829)) ([c3059c2](googleapis@c3059c2)) ### Bug Fixes * **bigquery:** Add impersonateServiceAccount to prebuilt config ([googleapis#2770](googleapis#2770)) ([9c3a748](googleapis@9c3a748)) * **quickstart:** Robust tool lookup and modernize dependencies in Python samples ([googleapis#2863](googleapis#2863)) ([4c0845d](googleapis@4c0845d)) * **skills:** Fix skill generation template ([googleapis#2914](googleapis#2914)) ([a01a15e](googleapis@a01a15e)) * **skills:** Prevent empty strings overriding optional env vars in node scripts ([googleapis#2963](googleapis#2963)) ([c52adeb](googleapis@c52adeb)) * **tests/bigquery:** Implement uuid-based isolation and reliable resource cleanup ([googleapis#2547](googleapis#2547)) ([479d842](googleapis@479d842)) * **tests/Bigtable:** Implement uuid-based isolation and reliable resource cleanup ([googleapis#2880](googleapis#2880)) ([a769f15](googleapis@a769f15)) * Update error for ConvertConfig function ([googleapis#2993](googleapis#2993)) ([62bdabb](googleapis@62bdabb)) ### Code Refactoring * Update repo name ([googleapis#2968](googleapis#2968)) ([3aae809](googleapis@3aae809)) --- 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> b9ae1c6
🤖 I have created a release *beep* *boop* --- ## [0.32.0](googleapis/mcp-toolbox@v0.31.0...v0.32.0) (2026-04-08) ### ⚠ BREAKING CHANGES * update repo name ([googleapis#2968](googleapis#2968)) ### Features * Add MCP tool annotations to all remaining tools ([googleapis#2221](googleapis#2221)) ([ea09db9](googleapis@ea09db9)) * **bigquery:** Add conversational analytics tools for Data Agents ([googleapis#2517](googleapis#2517)) ([2490a4b](googleapis@2490a4b)) * **embeddingModel:** Add Backend API selection fields ([googleapis#2592](googleapis#2592)) ([912aa9e](googleapis@912aa9e)) * **skills:** Add Claude Code support to generated scripts ([googleapis#2966](googleapis#2966)) ([a1609e1](googleapis@a1609e1)) * **skills:** Add codex user agent ([googleapis#2973](googleapis#2973)) ([070e939](googleapis@070e939)) * **skills:** Tool invocation via npx ([googleapis#2916](googleapis#2916)) ([377dc5b](googleapis@377dc5b)) * **sources/singlestore:** Add ConnectionParams to SingleStore Config ([googleapis#2555](googleapis#2555)) ([73e2a8c](googleapis@73e2a8c)) * **tool/dataplex-lookup-context:** Relax project constraint and enforce location ([googleapis#2952](googleapis#2952)) ([7ebfdf1](googleapis@7ebfdf1)) * **tools/looker:** Looker agent management from MCP ([googleapis#2830](googleapis#2830)) ([649d4ad](googleapis@649d4ad)) * **ui:** Update to use `/mcp` endpoint ([googleapis#2829](googleapis#2829)) ([c3059c2](googleapis@c3059c2)) ### Bug Fixes * **bigquery:** Add impersonateServiceAccount to prebuilt config ([googleapis#2770](googleapis#2770)) ([9c3a748](googleapis@9c3a748)) * **quickstart:** Robust tool lookup and modernize dependencies in Python samples ([googleapis#2863](googleapis#2863)) ([4c0845d](googleapis@4c0845d)) * **skills:** Fix skill generation template ([googleapis#2914](googleapis#2914)) ([a01a15e](googleapis@a01a15e)) * **skills:** Prevent empty strings overriding optional env vars in node scripts ([googleapis#2963](googleapis#2963)) ([c52adeb](googleapis@c52adeb)) * **tests/bigquery:** Implement uuid-based isolation and reliable resource cleanup ([googleapis#2547](googleapis#2547)) ([479d842](googleapis@479d842)) * **tests/Bigtable:** Implement uuid-based isolation and reliable resource cleanup ([googleapis#2880](googleapis#2880)) ([a769f15](googleapis@a769f15)) * Update error for ConvertConfig function ([googleapis#2993](googleapis#2993)) ([62bdabb](googleapis@62bdabb)) ### Code Refactoring * Update repo name ([googleapis#2968](googleapis#2968)) ([3aae809](googleapis@3aae809)) --- 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> b9ae1c6
Implements new tools to interact with BigQuery Data Agents and aligns CloudGDA source method names with other sources for future cross-source compatibility.
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>