feat(bigquery): make maximum rows returned from queries configurable#2262
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This change allows the agent developer to control the maxium number of rows returned from tools running BigQuery SQL query. Using this feature the agent developer could limit how large output is presented to LLM in an agentic user journey.
Summary of ChangesHello @shobsi, 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 introduces a new feature that enables developers to configure the maximum number of rows returned from BigQuery SQL queries. This enhancement is crucial for managing the volume of data presented to Large Language Models (LLMs) in agentic user journeys, preventing excessively large outputs and improving efficiency. The change includes updates to the BigQuery source configuration, documentation, and the core query execution logic to respect the new row limit. Highlights
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Code Review
This pull request introduces a configurable maxResultRows parameter for the BigQuery source, allowing developers to limit the number of rows returned from queries. The changes span documentation, pre-built configurations, and the core BigQuery source logic. My review focuses on the implementation of this new feature. While the core logic for limiting rows in RunSQL is correct, I've identified an issue with how the default value for maxResultRows is handled. The current implementation can lead to unexpected behavior for users who don't explicitly set this value, as it removes the previous default limit of 50 rows, which contradicts the updated documentation. My feedback includes a suggestion to properly enforce the default value to ensure consistent and predictable behavior.
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…gurable (#2262) This change allows the agent developer to control the maxium number of rows returned from tools running BigQuery SQL query. Using this feature the agent developer could limit how large output is presented to LLM in an agentic user journey. ## 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: - [x] Make sure you reviewed [CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md) - [ ] Make sure to open an issue #2261 before writing your code! That way we can discuss the change, evaluate designs, and agree on the general idea - [x] Ensure the tests and linter pass - [x] Code coverage does not decrease (if any source code was changed) - [x] Appropriate docs were updated (if necessary) - [ ] Make sure to add `!` if this involve a breaking change 🛠️ Fixes #2261 2261 4abf0c3
…gurable (googleapis#2262) This change allows the agent developer to control the maxium number of rows returned from tools running BigQuery SQL query. Using this feature the agent developer could limit how large output is presented to LLM in an agentic user journey. ## 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: - [x] Make sure you reviewed [CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md) - [ ] Make sure to open an issue googleapis#2261 before writing your code! That way we can discuss the change, evaluate designs, and agree on the general idea - [x] Ensure the tests and linter pass - [x] Code coverage does not decrease (if any source code was changed) - [x] Appropriate docs were updated (if necessary) - [ ] Make sure to add `!` if this involve a breaking change 🛠️ Fixes googleapis#2261 2261 4abf0c3
…gurable (googleapis#2262) This change allows the agent developer to control the maxium number of rows returned from tools running BigQuery SQL query. Using this feature the agent developer could limit how large output is presented to LLM in an agentic user journey. ## 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: - [x] Make sure you reviewed [CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md) - [ ] Make sure to open an issue googleapis#2261 before writing your code! That way we can discuss the change, evaluate designs, and agree on the general idea - [x] Ensure the tests and linter pass - [x] Code coverage does not decrease (if any source code was changed) - [x] Appropriate docs were updated (if necessary) - [ ] Make sure to add `!` if this involve a breaking change 🛠️ Fixes googleapis#2261 2261 4abf0c3
…gurable (googleapis#2262) This change allows the agent developer to control the maxium number of rows returned from tools running BigQuery SQL query. Using this feature the agent developer could limit how large output is presented to LLM in an agentic user journey. ## 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: - [x] Make sure you reviewed [CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md) - [ ] Make sure to open an issue googleapis#2261 before writing your code! That way we can discuss the change, evaluate designs, and agree on the general idea - [x] Ensure the tests and linter pass - [x] Code coverage does not decrease (if any source code was changed) - [x] Appropriate docs were updated (if necessary) - [ ] Make sure to add `!` if this involve a breaking change 🛠️ Fixes googleapis#2261 2261 4abf0c3
…gurable (googleapis#2262) This change allows the agent developer to control the maxium number of rows returned from tools running BigQuery SQL query. Using this feature the agent developer could limit how large output is presented to LLM in an agentic user journey. ## 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: - [x] Make sure you reviewed [CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md) - [ ] Make sure to open an issue googleapis#2261 before writing your code! That way we can discuss the change, evaluate designs, and agree on the general idea - [x] Ensure the tests and linter pass - [x] Code coverage does not decrease (if any source code was changed) - [x] Appropriate docs were updated (if necessary) - [ ] Make sure to add `!` if this involve a breaking change 🛠️ Fixes googleapis#2261 2261 4abf0c3
…gurable (googleapis#2262) This change allows the agent developer to control the maxium number of rows returned from tools running BigQuery SQL query. Using this feature the agent developer could limit how large output is presented to LLM in an agentic user journey. ## 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: - [x] Make sure you reviewed [CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md) - [ ] Make sure to open an issue googleapis#2261 before writing your code! That way we can discuss the change, evaluate designs, and agree on the general idea - [x] Ensure the tests and linter pass - [x] Code coverage does not decrease (if any source code was changed) - [x] Appropriate docs were updated (if necessary) - [ ] Make sure to add `!` if this involve a breaking change 🛠️ Fixes googleapis#2261 2261 4abf0c3
…gurable (googleapis#2262) This change allows the agent developer to control the maxium number of rows returned from tools running BigQuery SQL query. Using this feature the agent developer could limit how large output is presented to LLM in an agentic user journey. ## 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: - [x] Make sure you reviewed [CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md) - [ ] Make sure to open an issue googleapis#2261 before writing your code! That way we can discuss the change, evaluate designs, and agree on the general idea - [x] Ensure the tests and linter pass - [x] Code coverage does not decrease (if any source code was changed) - [x] Appropriate docs were updated (if necessary) - [ ] Make sure to add `!` if this involve a breaking change 🛠️ Fixes googleapis#2261 2261 4abf0c3
…2262) This change allows the agent developer to control the maxium number of rows returned from tools running BigQuery SQL query. Using this feature the agent developer could limit how large output is presented to LLM in an agentic user journey. ## 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: - [x] Make sure you reviewed [CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md) - [ ] Make sure to open an issue #2261 before writing your code! That way we can discuss the change, evaluate designs, and agree on the general idea - [x] Ensure the tests and linter pass - [x] Code coverage does not decrease (if any source code was changed) - [x] Appropriate docs were updated (if necessary) - [ ] Make sure to add `!` if this involve a breaking change 🛠️ Fixes #2261 2261
…gurable (googleapis#2262) This change allows the agent developer to control the maxium number of rows returned from tools running BigQuery SQL query. Using this feature the agent developer could limit how large output is presented to LLM in an agentic user journey. ## 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: - [x] Make sure you reviewed [CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md) - [ ] Make sure to open an issue googleapis#2261 before writing your code! That way we can discuss the change, evaluate designs, and agree on the general idea - [x] Ensure the tests and linter pass - [x] Code coverage does not decrease (if any source code was changed) - [x] Appropriate docs were updated (if necessary) - [ ] Make sure to add `!` if this involve a breaking change 🛠️ Fixes googleapis#2261 2261 4abf0c3
…gurable (googleapis#2262) This change allows the agent developer to control the maxium number of rows returned from tools running BigQuery SQL query. Using this feature the agent developer could limit how large output is presented to LLM in an agentic user journey. ## 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: - [x] Make sure you reviewed [CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md) - [ ] Make sure to open an issue googleapis#2261 before writing your code! That way we can discuss the change, evaluate designs, and agree on the general idea - [x] Ensure the tests and linter pass - [x] Code coverage does not decrease (if any source code was changed) - [x] Appropriate docs were updated (if necessary) - [ ] Make sure to add `!` if this involve a breaking change 🛠️ Fixes googleapis#2261 2261 4abf0c3
…oogleapis#2262) This change allows the agent developer to control the maxium number of rows returned from tools running BigQuery SQL query. Using this feature the agent developer could limit how large output is presented to LLM in an agentic user journey. ## 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: - [x] Make sure you reviewed [CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md) - [ ] Make sure to open an issue googleapis#2261 before writing your code! That way we can discuss the change, evaluate designs, and agree on the general idea - [x] Ensure the tests and linter pass - [x] Code coverage does not decrease (if any source code was changed) - [x] Appropriate docs were updated (if necessary) - [ ] Make sure to add `!` if this involve a breaking change 🛠️ Fixes googleapis#2261 2261
…oogleapis#2262) This change allows the agent developer to control the maxium number of rows returned from tools running BigQuery SQL query. Using this feature the agent developer could limit how large output is presented to LLM in an agentic user journey. ## 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: - [x] Make sure you reviewed [CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md) - [ ] Make sure to open an issue googleapis#2261 before writing your code! That way we can discuss the change, evaluate designs, and agree on the general idea - [x] Ensure the tests and linter pass - [x] Code coverage does not decrease (if any source code was changed) - [x] Appropriate docs were updated (if necessary) - [ ] Make sure to add `!` if this involve a breaking change 🛠️ Fixes googleapis#2261 2261
🤖 I have created a release *beep* *boop* --- ## [0.26.0](v0.25.0...v0.26.0) (2026-01-22) ### ⚠ BREAKING CHANGES * Validate tool naming ([#2305](#2305)) ([5054212](5054212)) * **tools/cloudgda:** Update description and parameter name for cloudgda tool ([#2288](#2288)) ([6b02591](6b02591)) ### Features * Add new `user-agent-metadata` flag ([#2302](#2302)) ([adc9589](adc9589)) * Add remaining flag to Toolbox server in MCP registry ([#2272](#2272)) ([5e0999e](5e0999e)) * **embeddingModel:** Add embedding model to MCP handler ([#2310](#2310)) ([e4f60e5](e4f60e5)) * **sources/bigquery:** Make maximum rows returned from queries configurable ([#2262](#2262)) ([4abf0c3](4abf0c3)) * **prebuilt/cloud-sql:** Add create backup tool for Cloud SQL ([#2141](#2141)) ([8e0fb03](8e0fb03)) * **prebuilt/cloud-sql:** Add restore backup tool for Cloud SQL ([#2171](#2171)) ([00c3e6d](00c3e6d)) * Support combining multiple prebuilt configurations ([#2295](#2295)) ([e535b37](e535b37)) * Support MCP specs version 2025-11-25 ([#2303](#2303)) ([4d23a3b](4d23a3b)) * **tools:** Add `valueFromParam` support to Tool config ([#2333](#2333)) ([15101b1](15101b1)) ### Bug Fixes * **tools/cloudhealthcare:** Add check for client authorization before retrieving token string ([#2327](#2327)) ([c25a233](c25a233)) --- 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* --- ## [0.26.0](v0.25.0...v0.26.0) (2026-01-22) ### ⚠ BREAKING CHANGES * Validate tool naming ([#2305](#2305)) ([5054212](5054212)) * **tools/cloudgda:** Update description and parameter name for cloudgda tool ([#2288](#2288)) ([6b02591](6b02591)) ### Features * Add new `user-agent-metadata` flag ([#2302](#2302)) ([adc9589](adc9589)) * Add remaining flag to Toolbox server in MCP registry ([#2272](#2272)) ([5e0999e](5e0999e)) * **embeddingModel:** Add embedding model to MCP handler ([#2310](#2310)) ([e4f60e5](e4f60e5)) * **sources/bigquery:** Make maximum rows returned from queries configurable ([#2262](#2262)) ([4abf0c3](4abf0c3)) * **prebuilt/cloud-sql:** Add create backup tool for Cloud SQL ([#2141](#2141)) ([8e0fb03](8e0fb03)) * **prebuilt/cloud-sql:** Add restore backup tool for Cloud SQL ([#2171](#2171)) ([00c3e6d](00c3e6d)) * Support combining multiple prebuilt configurations ([#2295](#2295)) ([e535b37](e535b37)) * Support MCP specs version 2025-11-25 ([#2303](#2303)) ([4d23a3b](4d23a3b)) * **tools:** Add `valueFromParam` support to Tool config ([#2333](#2333)) ([15101b1](15101b1)) ### Bug Fixes * **tools/cloudhealthcare:** Add check for client authorization before retrieving token string ([#2327](#2327)) ([c25a233](c25a233)) --- 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> 86bf7bf
🤖 I have created a release *beep* *boop* --- ## [0.26.0](googleapis/mcp-toolbox@v0.25.0...v0.26.0) (2026-01-22) ### ⚠ BREAKING CHANGES * Validate tool naming ([googleapis#2305](googleapis#2305)) ([5054212](googleapis@5054212)) * **tools/cloudgda:** Update description and parameter name for cloudgda tool ([googleapis#2288](googleapis#2288)) ([6b02591](googleapis@6b02591)) ### Features * Add new `user-agent-metadata` flag ([googleapis#2302](googleapis#2302)) ([adc9589](googleapis@adc9589)) * Add remaining flag to Toolbox server in MCP registry ([googleapis#2272](googleapis#2272)) ([5e0999e](googleapis@5e0999e)) * **embeddingModel:** Add embedding model to MCP handler ([googleapis#2310](googleapis#2310)) ([e4f60e5](googleapis@e4f60e5)) * **sources/bigquery:** Make maximum rows returned from queries configurable ([googleapis#2262](googleapis#2262)) ([4abf0c3](googleapis@4abf0c3)) * **prebuilt/cloud-sql:** Add create backup tool for Cloud SQL ([googleapis#2141](googleapis#2141)) ([8e0fb03](googleapis@8e0fb03)) * **prebuilt/cloud-sql:** Add restore backup tool for Cloud SQL ([googleapis#2171](googleapis#2171)) ([00c3e6d](googleapis@00c3e6d)) * Support combining multiple prebuilt configurations ([googleapis#2295](googleapis#2295)) ([e535b37](googleapis@e535b37)) * Support MCP specs version 2025-11-25 ([googleapis#2303](googleapis#2303)) ([4d23a3b](googleapis@4d23a3b)) * **tools:** Add `valueFromParam` support to Tool config ([googleapis#2333](googleapis#2333)) ([15101b1](googleapis@15101b1)) ### Bug Fixes * **tools/cloudhealthcare:** Add check for client authorization before retrieving token string ([googleapis#2327](googleapis#2327)) ([c25a233](googleapis@c25a233)) --- 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> 86bf7bf
🤖 I have created a release *beep* *boop* --- ## [0.26.0](googleapis/mcp-toolbox@v0.25.0...v0.26.0) (2026-01-22) ### ⚠ BREAKING CHANGES * Validate tool naming ([googleapis#2305](googleapis#2305)) ([5054212](googleapis@5054212)) * **tools/cloudgda:** Update description and parameter name for cloudgda tool ([googleapis#2288](googleapis#2288)) ([6b02591](googleapis@6b02591)) ### Features * Add new `user-agent-metadata` flag ([googleapis#2302](googleapis#2302)) ([adc9589](googleapis@adc9589)) * Add remaining flag to Toolbox server in MCP registry ([googleapis#2272](googleapis#2272)) ([5e0999e](googleapis@5e0999e)) * **embeddingModel:** Add embedding model to MCP handler ([googleapis#2310](googleapis#2310)) ([e4f60e5](googleapis@e4f60e5)) * **sources/bigquery:** Make maximum rows returned from queries configurable ([googleapis#2262](googleapis#2262)) ([4abf0c3](googleapis@4abf0c3)) * **prebuilt/cloud-sql:** Add create backup tool for Cloud SQL ([googleapis#2141](googleapis#2141)) ([8e0fb03](googleapis@8e0fb03)) * **prebuilt/cloud-sql:** Add restore backup tool for Cloud SQL ([googleapis#2171](googleapis#2171)) ([00c3e6d](googleapis@00c3e6d)) * Support combining multiple prebuilt configurations ([googleapis#2295](googleapis#2295)) ([e535b37](googleapis@e535b37)) * Support MCP specs version 2025-11-25 ([googleapis#2303](googleapis#2303)) ([4d23a3b](googleapis@4d23a3b)) * **tools:** Add `valueFromParam` support to Tool config ([googleapis#2333](googleapis#2333)) ([15101b1](googleapis@15101b1)) ### Bug Fixes * **tools/cloudhealthcare:** Add check for client authorization before retrieving token string ([googleapis#2327](googleapis#2327)) ([c25a233](googleapis@c25a233)) --- 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> 86bf7bf
🤖 I have created a release *beep* *boop* --- ## [0.26.0](googleapis/mcp-toolbox@v0.25.0...v0.26.0) (2026-01-22) ### ⚠ BREAKING CHANGES * Validate tool naming ([googleapis#2305](googleapis#2305)) ([5054212](googleapis@5054212)) * **tools/cloudgda:** Update description and parameter name for cloudgda tool ([googleapis#2288](googleapis#2288)) ([6b02591](googleapis@6b02591)) ### Features * Add new `user-agent-metadata` flag ([googleapis#2302](googleapis#2302)) ([adc9589](googleapis@adc9589)) * Add remaining flag to Toolbox server in MCP registry ([googleapis#2272](googleapis#2272)) ([5e0999e](googleapis@5e0999e)) * **embeddingModel:** Add embedding model to MCP handler ([googleapis#2310](googleapis#2310)) ([e4f60e5](googleapis@e4f60e5)) * **sources/bigquery:** Make maximum rows returned from queries configurable ([googleapis#2262](googleapis#2262)) ([4abf0c3](googleapis@4abf0c3)) * **prebuilt/cloud-sql:** Add create backup tool for Cloud SQL ([googleapis#2141](googleapis#2141)) ([8e0fb03](googleapis@8e0fb03)) * **prebuilt/cloud-sql:** Add restore backup tool for Cloud SQL ([googleapis#2171](googleapis#2171)) ([00c3e6d](googleapis@00c3e6d)) * Support combining multiple prebuilt configurations ([googleapis#2295](googleapis#2295)) ([e535b37](googleapis@e535b37)) * Support MCP specs version 2025-11-25 ([googleapis#2303](googleapis#2303)) ([4d23a3b](googleapis@4d23a3b)) * **tools:** Add `valueFromParam` support to Tool config ([googleapis#2333](googleapis#2333)) ([15101b1](googleapis@15101b1)) ### Bug Fixes * **tools/cloudhealthcare:** Add check for client authorization before retrieving token string ([googleapis#2327](googleapis#2327)) ([c25a233](googleapis@c25a233)) --- 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> 86bf7bf
🤖 I have created a release *beep* *boop* --- ## [0.26.0](googleapis/mcp-toolbox@v0.25.0...v0.26.0) (2026-01-22) ### ⚠ BREAKING CHANGES * Validate tool naming ([googleapis#2305](googleapis#2305)) ([5054212](googleapis@5054212)) * **tools/cloudgda:** Update description and parameter name for cloudgda tool ([googleapis#2288](googleapis#2288)) ([6b02591](googleapis@6b02591)) ### Features * Add new `user-agent-metadata` flag ([googleapis#2302](googleapis#2302)) ([adc9589](googleapis@adc9589)) * Add remaining flag to Toolbox server in MCP registry ([googleapis#2272](googleapis#2272)) ([5e0999e](googleapis@5e0999e)) * **embeddingModel:** Add embedding model to MCP handler ([googleapis#2310](googleapis#2310)) ([e4f60e5](googleapis@e4f60e5)) * **sources/bigquery:** Make maximum rows returned from queries configurable ([googleapis#2262](googleapis#2262)) ([4abf0c3](googleapis@4abf0c3)) * **prebuilt/cloud-sql:** Add create backup tool for Cloud SQL ([googleapis#2141](googleapis#2141)) ([8e0fb03](googleapis@8e0fb03)) * **prebuilt/cloud-sql:** Add restore backup tool for Cloud SQL ([googleapis#2171](googleapis#2171)) ([00c3e6d](googleapis@00c3e6d)) * Support combining multiple prebuilt configurations ([googleapis#2295](googleapis#2295)) ([e535b37](googleapis@e535b37)) * Support MCP specs version 2025-11-25 ([googleapis#2303](googleapis#2303)) ([4d23a3b](googleapis@4d23a3b)) * **tools:** Add `valueFromParam` support to Tool config ([googleapis#2333](googleapis#2333)) ([15101b1](googleapis@15101b1)) ### Bug Fixes * **tools/cloudhealthcare:** Add check for client authorization before retrieving token string ([googleapis#2327](googleapis#2327)) ([c25a233](googleapis@c25a233)) --- 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> 86bf7bf
🤖 I have created a release *beep* *boop* --- ## [0.26.0](googleapis/mcp-toolbox@v0.25.0...v0.26.0) (2026-01-22) ### ⚠ BREAKING CHANGES * Validate tool naming ([googleapis#2305](googleapis#2305)) ([5054212](googleapis@5054212)) * **tools/cloudgda:** Update description and parameter name for cloudgda tool ([googleapis#2288](googleapis#2288)) ([6b02591](googleapis@6b02591)) ### Features * Add new `user-agent-metadata` flag ([googleapis#2302](googleapis#2302)) ([adc9589](googleapis@adc9589)) * Add remaining flag to Toolbox server in MCP registry ([googleapis#2272](googleapis#2272)) ([5e0999e](googleapis@5e0999e)) * **embeddingModel:** Add embedding model to MCP handler ([googleapis#2310](googleapis#2310)) ([e4f60e5](googleapis@e4f60e5)) * **sources/bigquery:** Make maximum rows returned from queries configurable ([googleapis#2262](googleapis#2262)) ([4abf0c3](googleapis@4abf0c3)) * **prebuilt/cloud-sql:** Add create backup tool for Cloud SQL ([googleapis#2141](googleapis#2141)) ([8e0fb03](googleapis@8e0fb03)) * **prebuilt/cloud-sql:** Add restore backup tool for Cloud SQL ([googleapis#2171](googleapis#2171)) ([00c3e6d](googleapis@00c3e6d)) * Support combining multiple prebuilt configurations ([googleapis#2295](googleapis#2295)) ([e535b37](googleapis@e535b37)) * Support MCP specs version 2025-11-25 ([googleapis#2303](googleapis#2303)) ([4d23a3b](googleapis@4d23a3b)) * **tools:** Add `valueFromParam` support to Tool config ([googleapis#2333](googleapis#2333)) ([15101b1](googleapis@15101b1)) ### Bug Fixes * **tools/cloudhealthcare:** Add check for client authorization before retrieving token string ([googleapis#2327](googleapis#2327)) ([c25a233](googleapis@c25a233)) --- 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> 86bf7bf
🤖 I have created a release *beep* *boop* --- ## [0.26.0](googleapis/mcp-toolbox@v0.25.0...v0.26.0) (2026-01-22) ### ⚠ BREAKING CHANGES * Validate tool naming ([googleapis#2305](googleapis#2305)) ([5054212](googleapis@5054212)) * **tools/cloudgda:** Update description and parameter name for cloudgda tool ([googleapis#2288](googleapis#2288)) ([6b02591](googleapis@6b02591)) ### Features * Add new `user-agent-metadata` flag ([googleapis#2302](googleapis#2302)) ([adc9589](googleapis@adc9589)) * Add remaining flag to Toolbox server in MCP registry ([googleapis#2272](googleapis#2272)) ([5e0999e](googleapis@5e0999e)) * **embeddingModel:** Add embedding model to MCP handler ([googleapis#2310](googleapis#2310)) ([e4f60e5](googleapis@e4f60e5)) * **sources/bigquery:** Make maximum rows returned from queries configurable ([googleapis#2262](googleapis#2262)) ([4abf0c3](googleapis@4abf0c3)) * **prebuilt/cloud-sql:** Add create backup tool for Cloud SQL ([googleapis#2141](googleapis#2141)) ([8e0fb03](googleapis@8e0fb03)) * **prebuilt/cloud-sql:** Add restore backup tool for Cloud SQL ([googleapis#2171](googleapis#2171)) ([00c3e6d](googleapis@00c3e6d)) * Support combining multiple prebuilt configurations ([googleapis#2295](googleapis#2295)) ([e535b37](googleapis@e535b37)) * Support MCP specs version 2025-11-25 ([googleapis#2303](googleapis#2303)) ([4d23a3b](googleapis@4d23a3b)) * **tools:** Add `valueFromParam` support to Tool config ([googleapis#2333](googleapis#2333)) ([15101b1](googleapis@15101b1)) ### Bug Fixes * **tools/cloudhealthcare:** Add check for client authorization before retrieving token string ([googleapis#2327](googleapis#2327)) ([c25a233](googleapis@c25a233)) --- 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> 86bf7bf
🤖 I have created a release *beep* *boop* --- ## [0.26.0](googleapis/mcp-toolbox@v0.25.0...v0.26.0) (2026-01-22) ### ⚠ BREAKING CHANGES * Validate tool naming ([googleapis#2305](googleapis#2305)) ([5054212](googleapis@5054212)) * **tools/cloudgda:** Update description and parameter name for cloudgda tool ([googleapis#2288](googleapis#2288)) ([6b02591](googleapis@6b02591)) ### Features * Add new `user-agent-metadata` flag ([googleapis#2302](googleapis#2302)) ([adc9589](googleapis@adc9589)) * Add remaining flag to Toolbox server in MCP registry ([googleapis#2272](googleapis#2272)) ([5e0999e](googleapis@5e0999e)) * **embeddingModel:** Add embedding model to MCP handler ([googleapis#2310](googleapis#2310)) ([e4f60e5](googleapis@e4f60e5)) * **sources/bigquery:** Make maximum rows returned from queries configurable ([googleapis#2262](googleapis#2262)) ([4abf0c3](googleapis@4abf0c3)) * **prebuilt/cloud-sql:** Add create backup tool for Cloud SQL ([googleapis#2141](googleapis#2141)) ([8e0fb03](googleapis@8e0fb03)) * **prebuilt/cloud-sql:** Add restore backup tool for Cloud SQL ([googleapis#2171](googleapis#2171)) ([00c3e6d](googleapis@00c3e6d)) * Support combining multiple prebuilt configurations ([googleapis#2295](googleapis#2295)) ([e535b37](googleapis@e535b37)) * Support MCP specs version 2025-11-25 ([googleapis#2303](googleapis#2303)) ([4d23a3b](googleapis@4d23a3b)) * **tools:** Add `valueFromParam` support to Tool config ([googleapis#2333](googleapis#2333)) ([15101b1](googleapis@15101b1)) ### Bug Fixes * **tools/cloudhealthcare:** Add check for client authorization before retrieving token string ([googleapis#2327](googleapis#2327)) ([c25a233](googleapis@c25a233)) --- 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* --- ## [0.26.0](googleapis/mcp-toolbox@v0.25.0...v0.26.0) (2026-01-22) ### ⚠ BREAKING CHANGES * Validate tool naming ([googleapis#2305](googleapis#2305)) ([5054212](googleapis@5054212)) * **tools/cloudgda:** Update description and parameter name for cloudgda tool ([googleapis#2288](googleapis#2288)) ([6b02591](googleapis@6b02591)) ### Features * Add new `user-agent-metadata` flag ([googleapis#2302](googleapis#2302)) ([adc9589](googleapis@adc9589)) * Add remaining flag to Toolbox server in MCP registry ([googleapis#2272](googleapis#2272)) ([5e0999e](googleapis@5e0999e)) * **embeddingModel:** Add embedding model to MCP handler ([googleapis#2310](googleapis#2310)) ([e4f60e5](googleapis@e4f60e5)) * **sources/bigquery:** Make maximum rows returned from queries configurable ([googleapis#2262](googleapis#2262)) ([4abf0c3](googleapis@4abf0c3)) * **prebuilt/cloud-sql:** Add create backup tool for Cloud SQL ([googleapis#2141](googleapis#2141)) ([8e0fb03](googleapis@8e0fb03)) * **prebuilt/cloud-sql:** Add restore backup tool for Cloud SQL ([googleapis#2171](googleapis#2171)) ([00c3e6d](googleapis@00c3e6d)) * Support combining multiple prebuilt configurations ([googleapis#2295](googleapis#2295)) ([e535b37](googleapis@e535b37)) * Support MCP specs version 2025-11-25 ([googleapis#2303](googleapis#2303)) ([4d23a3b](googleapis@4d23a3b)) * **tools:** Add `valueFromParam` support to Tool config ([googleapis#2333](googleapis#2333)) ([15101b1](googleapis@15101b1)) ### Bug Fixes * **tools/cloudhealthcare:** Add check for client authorization before retrieving token string ([googleapis#2327](googleapis#2327)) ([c25a233](googleapis@c25a233)) --- 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* --- ## [0.26.0](googleapis/mcp-toolbox@v0.25.0...v0.26.0) (2026-01-22) ### ⚠ BREAKING CHANGES * Validate tool naming ([googleapis#2305](googleapis#2305)) ([5054212](googleapis@5054212)) * **tools/cloudgda:** Update description and parameter name for cloudgda tool ([googleapis#2288](googleapis#2288)) ([6b02591](googleapis@6b02591)) ### Features * Add new `user-agent-metadata` flag ([googleapis#2302](googleapis#2302)) ([adc9589](googleapis@adc9589)) * Add remaining flag to Toolbox server in MCP registry ([googleapis#2272](googleapis#2272)) ([5e0999e](googleapis@5e0999e)) * **embeddingModel:** Add embedding model to MCP handler ([googleapis#2310](googleapis#2310)) ([e4f60e5](googleapis@e4f60e5)) * **sources/bigquery:** Make maximum rows returned from queries configurable ([googleapis#2262](googleapis#2262)) ([4abf0c3](googleapis@4abf0c3)) * **prebuilt/cloud-sql:** Add create backup tool for Cloud SQL ([googleapis#2141](googleapis#2141)) ([8e0fb03](googleapis@8e0fb03)) * **prebuilt/cloud-sql:** Add restore backup tool for Cloud SQL ([googleapis#2171](googleapis#2171)) ([00c3e6d](googleapis@00c3e6d)) * Support combining multiple prebuilt configurations ([googleapis#2295](googleapis#2295)) ([e535b37](googleapis@e535b37)) * Support MCP specs version 2025-11-25 ([googleapis#2303](googleapis#2303)) ([4d23a3b](googleapis@4d23a3b)) * **tools:** Add `valueFromParam` support to Tool config ([googleapis#2333](googleapis#2333)) ([15101b1](googleapis@15101b1)) ### Bug Fixes * **tools/cloudhealthcare:** Add check for client authorization before retrieving token string ([googleapis#2327](googleapis#2327)) ([c25a233](googleapis@c25a233)) --- 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* --- ## [0.26.0](googleapis/mcp-toolbox@v0.25.0...v0.26.0) (2026-01-22) ### ⚠ BREAKING CHANGES * Validate tool naming ([#2305](googleapis/mcp-toolbox#2305)) ([5054212](googleapis/mcp-toolbox@5054212)) * **tools/cloudgda:** Update description and parameter name for cloudgda tool ([#2288](googleapis/mcp-toolbox#2288)) ([6b02591](googleapis/mcp-toolbox@6b02591)) ### Features * Add new `user-agent-metadata` flag ([#2302](googleapis/mcp-toolbox#2302)) ([adc9589](googleapis/mcp-toolbox@adc9589)) * Add remaining flag to Toolbox server in MCP registry ([#2272](googleapis/mcp-toolbox#2272)) ([5e0999e](googleapis/mcp-toolbox@5e0999e)) * **embeddingModel:** Add embedding model to MCP handler ([#2310](googleapis/mcp-toolbox#2310)) ([e4f60e5](googleapis/mcp-toolbox@e4f60e5)) * **sources/bigquery:** Make maximum rows returned from queries configurable ([#2262](googleapis/mcp-toolbox#2262)) ([4abf0c3](googleapis/mcp-toolbox@4abf0c3)) * **prebuilt/cloud-sql:** Add create backup tool for Cloud SQL ([#2141](googleapis/mcp-toolbox#2141)) ([8e0fb03](googleapis/mcp-toolbox@8e0fb03)) * **prebuilt/cloud-sql:** Add restore backup tool for Cloud SQL ([#2171](googleapis/mcp-toolbox#2171)) ([00c3e6d](googleapis/mcp-toolbox@00c3e6d)) * Support combining multiple prebuilt configurations ([#2295](googleapis/mcp-toolbox#2295)) ([e535b37](googleapis/mcp-toolbox@e535b37)) * Support MCP specs version 2025-11-25 ([#2303](googleapis/mcp-toolbox#2303)) ([4d23a3b](googleapis/mcp-toolbox@4d23a3b)) * **tools:** Add `valueFromParam` support to Tool config ([#2333](googleapis/mcp-toolbox#2333)) ([15101b1](googleapis/mcp-toolbox@15101b1)) ### Bug Fixes * **tools/cloudhealthcare:** Add check for client authorization before retrieving token string ([#2327](googleapis/mcp-toolbox#2327)) ([c25a233](googleapis/mcp-toolbox@c25a233)) --- 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>
This change allows the agent developer to control the maxium number of rows returned from tools running BigQuery SQL query. Using this feature the agent developer could limit how large output is presented to LLM in an agentic user journey.
Description
PR Checklist
CONTRIBUTING.md
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 #2261 2261