feat: update CSQL MySQL prebuilt tools to use IAM#2202
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Summary of ChangesHello @averikitsch, 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 significant update to the Cloud SQL MySQL prebuilt tools by modifying their configuration to support IAM-based authentication. The change makes traditional user and password fields optional, streamlining the connection process and enhancing security by leveraging Google Cloud's Identity and Access Management system. Highlights
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Code Review
This pull request updates the prebuilt tool configuration for Cloud SQL for MySQL to better support IAM-based authentication. By changing the environment variable substitution for user and password to provide an empty default value (e.g., ${CLOUD_SQL_MYSQL_USER:}), the configuration now correctly handles cases where these variables are not set. This allows the application to fall back to using Application Default Credentials (ADC) for IAM authentication, as intended and documented. The change is correct and improves the robustness of the configuration. I have reviewed the changes and found no issues.
🤖 I have created a release *beep* *boop* --- ## [0.25.0](v0.24.0...v0.25.0) (2026-01-08) ### Features * Add `embeddingModel` support ([#2121](#2121)) ([9c62f31](9c62f31)) * Add `allowed-hosts` flag ([#2254](#2254)) ([17b41f6](17b41f6)) * Add parameter default value to manifest ([#2264](#2264)) ([9d1feca](9d1feca)) * **snowflake:** Add Snowflake Source and Tools ([#858](#858)) ([b706b5b](b706b5b)) * **prebuilt/cloud-sql-mysql:** Update CSQL MySQL prebuilt tools to use IAM ([#2202](#2202)) ([731a32e](731a32e)) * **sources/bigquery:** Make credentials scope configurable ([#2210](#2210)) ([a450600](a450600)) * **sources/trino:** Add ssl verification options and fix docs example ([#2155](#2155)) ([4a4cf1e](4a4cf1e)) * **tools/looker:** Add ability to set destination folder with `make_look` and `make_dashboard`. ([#2245](#2245)) ([eb79339](eb79339)) * **tools/postgressql:** Add tool to list store procedure ([#2156](#2156)) ([cf0fc51](cf0fc51)) * **tools/postgressql:** Add Parameter `embeddedBy` config support ([#2151](#2151)) ([17b70cc](17b70cc)) ### Bug Fixes * **server:** Add `embeddingModel` config initialization ([#2281](#2281)) ([a779975](a779975)) * **sources/cloudgda:** Add import for cloudgda source ([#2217](#2217)) ([7daa411](7daa411)) * **tools/alloydb-wait-for-operation:** Fix connection message generation ([#2228](#2228)) ([7053fbb](7053fbb)) * **tools/alloydbainl:** Only add psv when NL Config Param is defined ([#2265](#2265)) ([ef8f3b0](ef8f3b0)) * **tools/looker:** Looker client OAuth nil pointer error ([#2231](#2231)) ([268700b](268700b)) --- 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* --- ## [0.25.0](v0.24.0...v0.25.0) (2026-01-08) ### Features * Add `embeddingModel` support ([#2121](#2121)) ([9c62f31](9c62f31)) * Add `allowed-hosts` flag ([#2254](#2254)) ([17b41f6](17b41f6)) * Add parameter default value to manifest ([#2264](#2264)) ([9d1feca](9d1feca)) * **snowflake:** Add Snowflake Source and Tools ([#858](#858)) ([b706b5b](b706b5b)) * **prebuilt/cloud-sql-mysql:** Update CSQL MySQL prebuilt tools to use IAM ([#2202](#2202)) ([731a32e](731a32e)) * **sources/bigquery:** Make credentials scope configurable ([#2210](#2210)) ([a450600](a450600)) * **sources/trino:** Add ssl verification options and fix docs example ([#2155](#2155)) ([4a4cf1e](4a4cf1e)) * **tools/looker:** Add ability to set destination folder with `make_look` and `make_dashboard`. ([#2245](#2245)) ([eb79339](eb79339)) * **tools/postgressql:** Add tool to list store procedure ([#2156](#2156)) ([cf0fc51](cf0fc51)) * **tools/postgressql:** Add Parameter `embeddedBy` config support ([#2151](#2151)) ([17b70cc](17b70cc)) ### Bug Fixes * **server:** Add `embeddingModel` config initialization ([#2281](#2281)) ([a779975](a779975)) * **sources/cloudgda:** Add import for cloudgda source ([#2217](#2217)) ([7daa411](7daa411)) * **tools/alloydb-wait-for-operation:** Fix connection message generation ([#2228](#2228)) ([7053fbb](7053fbb)) * **tools/alloydbainl:** Only add psv when NL Config Param is defined ([#2265](#2265)) ([ef8f3b0](ef8f3b0)) * **tools/looker:** Looker client OAuth nil pointer error ([#2231](#2231)) ([268700b](268700b)) --- 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> 41b518b
🤖 I have created a release *beep* *boop* --- ## [0.25.0](googleapis/mcp-toolbox@v0.24.0...v0.25.0) (2026-01-08) ### Features * Add `embeddingModel` support ([googleapis#2121](googleapis#2121)) ([9c62f31](googleapis@9c62f31)) * Add `allowed-hosts` flag ([googleapis#2254](googleapis#2254)) ([17b41f6](googleapis@17b41f6)) * Add parameter default value to manifest ([googleapis#2264](googleapis#2264)) ([9d1feca](googleapis@9d1feca)) * **snowflake:** Add Snowflake Source and Tools ([googleapis#858](googleapis#858)) ([b706b5b](googleapis@b706b5b)) * **prebuilt/cloud-sql-mysql:** Update CSQL MySQL prebuilt tools to use IAM ([googleapis#2202](googleapis#2202)) ([731a32e](googleapis@731a32e)) * **sources/bigquery:** Make credentials scope configurable ([googleapis#2210](googleapis#2210)) ([a450600](googleapis@a450600)) * **sources/trino:** Add ssl verification options and fix docs example ([googleapis#2155](googleapis#2155)) ([4a4cf1e](googleapis@4a4cf1e)) * **tools/looker:** Add ability to set destination folder with `make_look` and `make_dashboard`. ([googleapis#2245](googleapis#2245)) ([eb79339](googleapis@eb79339)) * **tools/postgressql:** Add tool to list store procedure ([googleapis#2156](googleapis#2156)) ([cf0fc51](googleapis@cf0fc51)) * **tools/postgressql:** Add Parameter `embeddedBy` config support ([googleapis#2151](googleapis#2151)) ([17b70cc](googleapis@17b70cc)) ### Bug Fixes * **server:** Add `embeddingModel` config initialization ([googleapis#2281](googleapis#2281)) ([a779975](googleapis@a779975)) * **sources/cloudgda:** Add import for cloudgda source ([googleapis#2217](googleapis#2217)) ([7daa411](googleapis@7daa411)) * **tools/alloydb-wait-for-operation:** Fix connection message generation ([googleapis#2228](googleapis#2228)) ([7053fbb](googleapis@7053fbb)) * **tools/alloydbainl:** Only add psv when NL Config Param is defined ([googleapis#2265](googleapis#2265)) ([ef8f3b0](googleapis@ef8f3b0)) * **tools/looker:** Looker client OAuth nil pointer error ([googleapis#2231](googleapis#2231)) ([268700b](googleapis@268700b)) --- 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> 41b518b
🤖 I have created a release *beep* *boop* --- ## [0.25.0](googleapis/mcp-toolbox@v0.24.0...v0.25.0) (2026-01-08) ### Features * Add `embeddingModel` support ([googleapis#2121](googleapis#2121)) ([9c62f31](googleapis@9c62f31)) * Add `allowed-hosts` flag ([googleapis#2254](googleapis#2254)) ([17b41f6](googleapis@17b41f6)) * Add parameter default value to manifest ([googleapis#2264](googleapis#2264)) ([9d1feca](googleapis@9d1feca)) * **snowflake:** Add Snowflake Source and Tools ([googleapis#858](googleapis#858)) ([b706b5b](googleapis@b706b5b)) * **prebuilt/cloud-sql-mysql:** Update CSQL MySQL prebuilt tools to use IAM ([googleapis#2202](googleapis#2202)) ([731a32e](googleapis@731a32e)) * **sources/bigquery:** Make credentials scope configurable ([googleapis#2210](googleapis#2210)) ([a450600](googleapis@a450600)) * **sources/trino:** Add ssl verification options and fix docs example ([googleapis#2155](googleapis#2155)) ([4a4cf1e](googleapis@4a4cf1e)) * **tools/looker:** Add ability to set destination folder with `make_look` and `make_dashboard`. ([googleapis#2245](googleapis#2245)) ([eb79339](googleapis@eb79339)) * **tools/postgressql:** Add tool to list store procedure ([googleapis#2156](googleapis#2156)) ([cf0fc51](googleapis@cf0fc51)) * **tools/postgressql:** Add Parameter `embeddedBy` config support ([googleapis#2151](googleapis#2151)) ([17b70cc](googleapis@17b70cc)) ### Bug Fixes * **server:** Add `embeddingModel` config initialization ([googleapis#2281](googleapis#2281)) ([a779975](googleapis@a779975)) * **sources/cloudgda:** Add import for cloudgda source ([googleapis#2217](googleapis#2217)) ([7daa411](googleapis@7daa411)) * **tools/alloydb-wait-for-operation:** Fix connection message generation ([googleapis#2228](googleapis#2228)) ([7053fbb](googleapis@7053fbb)) * **tools/alloydbainl:** Only add psv when NL Config Param is defined ([googleapis#2265](googleapis#2265)) ([ef8f3b0](googleapis@ef8f3b0)) * **tools/looker:** Looker client OAuth nil pointer error ([googleapis#2231](googleapis#2231)) ([268700b](googleapis@268700b)) --- 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> 41b518b
🤖 I have created a release *beep* *boop* --- ## [0.25.0](googleapis/mcp-toolbox@v0.24.0...v0.25.0) (2026-01-08) ### Features * Add `embeddingModel` support ([googleapis#2121](googleapis#2121)) ([9c62f31](googleapis@9c62f31)) * Add `allowed-hosts` flag ([googleapis#2254](googleapis#2254)) ([17b41f6](googleapis@17b41f6)) * Add parameter default value to manifest ([googleapis#2264](googleapis#2264)) ([9d1feca](googleapis@9d1feca)) * **snowflake:** Add Snowflake Source and Tools ([googleapis#858](googleapis#858)) ([b706b5b](googleapis@b706b5b)) * **prebuilt/cloud-sql-mysql:** Update CSQL MySQL prebuilt tools to use IAM ([googleapis#2202](googleapis#2202)) ([731a32e](googleapis@731a32e)) * **sources/bigquery:** Make credentials scope configurable ([googleapis#2210](googleapis#2210)) ([a450600](googleapis@a450600)) * **sources/trino:** Add ssl verification options and fix docs example ([googleapis#2155](googleapis#2155)) ([4a4cf1e](googleapis@4a4cf1e)) * **tools/looker:** Add ability to set destination folder with `make_look` and `make_dashboard`. ([googleapis#2245](googleapis#2245)) ([eb79339](googleapis@eb79339)) * **tools/postgressql:** Add tool to list store procedure ([googleapis#2156](googleapis#2156)) ([cf0fc51](googleapis@cf0fc51)) * **tools/postgressql:** Add Parameter `embeddedBy` config support ([googleapis#2151](googleapis#2151)) ([17b70cc](googleapis@17b70cc)) ### Bug Fixes * **server:** Add `embeddingModel` config initialization ([googleapis#2281](googleapis#2281)) ([a779975](googleapis@a779975)) * **sources/cloudgda:** Add import for cloudgda source ([googleapis#2217](googleapis#2217)) ([7daa411](googleapis@7daa411)) * **tools/alloydb-wait-for-operation:** Fix connection message generation ([googleapis#2228](googleapis#2228)) ([7053fbb](googleapis@7053fbb)) * **tools/alloydbainl:** Only add psv when NL Config Param is defined ([googleapis#2265](googleapis#2265)) ([ef8f3b0](googleapis@ef8f3b0)) * **tools/looker:** Looker client OAuth nil pointer error ([googleapis#2231](googleapis#2231)) ([268700b](googleapis@268700b)) --- 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> 41b518b
🤖 I have created a release *beep* *boop* --- ## [0.25.0](v0.24.0...v0.25.0) (2026-01-08) ### Features * Add `embeddingModel` support ([#2121](#2121)) ([9c62f31](9c62f31)) * Add `allowed-hosts` flag ([#2254](#2254)) ([17b41f6](17b41f6)) * Add parameter default value to manifest ([#2264](#2264)) ([9d1feca](9d1feca)) * **snowflake:** Add Snowflake Source and Tools ([#858](#858)) ([b706b5b](b706b5b)) * **prebuilt/cloud-sql-mysql:** Update CSQL MySQL prebuilt tools to use IAM ([#2202](#2202)) ([731a32e](731a32e)) * **sources/bigquery:** Make credentials scope configurable ([#2210](#2210)) ([a450600](a450600)) * **sources/trino:** Add ssl verification options and fix docs example ([#2155](#2155)) ([4a4cf1e](4a4cf1e)) * **tools/looker:** Add ability to set destination folder with `make_look` and `make_dashboard`. ([#2245](#2245)) ([eb79339](eb79339)) * **tools/postgressql:** Add tool to list store procedure ([#2156](#2156)) ([cf0fc51](cf0fc51)) * **tools/postgressql:** Add Parameter `embeddedBy` config support ([#2151](#2151)) ([17b70cc](17b70cc)) ### Bug Fixes * **server:** Add `embeddingModel` config initialization ([#2281](#2281)) ([a779975](a779975)) * **sources/cloudgda:** Add import for cloudgda source ([#2217](#2217)) ([7daa411](7daa411)) * **tools/alloydb-wait-for-operation:** Fix connection message generation ([#2228](#2228)) ([7053fbb](7053fbb)) * **tools/alloydbainl:** Only add psv when NL Config Param is defined ([#2265](#2265)) ([ef8f3b0](ef8f3b0)) * **tools/looker:** Looker client OAuth nil pointer error ([#2231](#2231)) ([268700b](268700b)) --- 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* --- ## [0.25.0](googleapis/mcp-toolbox@v0.24.0...v0.25.0) (2026-01-08) ### Features * Add `embeddingModel` support ([googleapis#2121](googleapis#2121)) ([9c62f31](googleapis@9c62f31)) * Add `allowed-hosts` flag ([googleapis#2254](googleapis#2254)) ([17b41f6](googleapis@17b41f6)) * Add parameter default value to manifest ([googleapis#2264](googleapis#2264)) ([9d1feca](googleapis@9d1feca)) * **snowflake:** Add Snowflake Source and Tools ([googleapis#858](googleapis#858)) ([b706b5b](googleapis@b706b5b)) * **prebuilt/cloud-sql-mysql:** Update CSQL MySQL prebuilt tools to use IAM ([googleapis#2202](googleapis#2202)) ([731a32e](googleapis@731a32e)) * **sources/bigquery:** Make credentials scope configurable ([googleapis#2210](googleapis#2210)) ([a450600](googleapis@a450600)) * **sources/trino:** Add ssl verification options and fix docs example ([googleapis#2155](googleapis#2155)) ([4a4cf1e](googleapis@4a4cf1e)) * **tools/looker:** Add ability to set destination folder with `make_look` and `make_dashboard`. ([googleapis#2245](googleapis#2245)) ([eb79339](googleapis@eb79339)) * **tools/postgressql:** Add tool to list store procedure ([googleapis#2156](googleapis#2156)) ([cf0fc51](googleapis@cf0fc51)) * **tools/postgressql:** Add Parameter `embeddedBy` config support ([googleapis#2151](googleapis#2151)) ([17b70cc](googleapis@17b70cc)) ### Bug Fixes * **server:** Add `embeddingModel` config initialization ([googleapis#2281](googleapis#2281)) ([a779975](googleapis@a779975)) * **sources/cloudgda:** Add import for cloudgda source ([googleapis#2217](googleapis#2217)) ([7daa411](googleapis@7daa411)) * **tools/alloydb-wait-for-operation:** Fix connection message generation ([googleapis#2228](googleapis#2228)) ([7053fbb](googleapis@7053fbb)) * **tools/alloydbainl:** Only add psv when NL Config Param is defined ([googleapis#2265](googleapis#2265)) ([ef8f3b0](googleapis@ef8f3b0)) * **tools/looker:** Looker client OAuth nil pointer error ([googleapis#2231](googleapis#2231)) ([268700b](googleapis@268700b)) --- 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> 41b518b
🤖 I have created a release *beep* *boop* --- ## [0.25.0](googleapis/mcp-toolbox@v0.24.0...v0.25.0) (2026-01-08) ### Features * Add `embeddingModel` support ([googleapis#2121](googleapis#2121)) ([9c62f31](googleapis@9c62f31)) * Add `allowed-hosts` flag ([googleapis#2254](googleapis#2254)) ([17b41f6](googleapis@17b41f6)) * Add parameter default value to manifest ([googleapis#2264](googleapis#2264)) ([9d1feca](googleapis@9d1feca)) * **snowflake:** Add Snowflake Source and Tools ([googleapis#858](googleapis#858)) ([b706b5b](googleapis@b706b5b)) * **prebuilt/cloud-sql-mysql:** Update CSQL MySQL prebuilt tools to use IAM ([googleapis#2202](googleapis#2202)) ([731a32e](googleapis@731a32e)) * **sources/bigquery:** Make credentials scope configurable ([googleapis#2210](googleapis#2210)) ([a450600](googleapis@a450600)) * **sources/trino:** Add ssl verification options and fix docs example ([googleapis#2155](googleapis#2155)) ([4a4cf1e](googleapis@4a4cf1e)) * **tools/looker:** Add ability to set destination folder with `make_look` and `make_dashboard`. ([googleapis#2245](googleapis#2245)) ([eb79339](googleapis@eb79339)) * **tools/postgressql:** Add tool to list store procedure ([googleapis#2156](googleapis#2156)) ([cf0fc51](googleapis@cf0fc51)) * **tools/postgressql:** Add Parameter `embeddedBy` config support ([googleapis#2151](googleapis#2151)) ([17b70cc](googleapis@17b70cc)) ### Bug Fixes * **server:** Add `embeddingModel` config initialization ([googleapis#2281](googleapis#2281)) ([a779975](googleapis@a779975)) * **sources/cloudgda:** Add import for cloudgda source ([googleapis#2217](googleapis#2217)) ([7daa411](googleapis@7daa411)) * **tools/alloydb-wait-for-operation:** Fix connection message generation ([googleapis#2228](googleapis#2228)) ([7053fbb](googleapis@7053fbb)) * **tools/alloydbainl:** Only add psv when NL Config Param is defined ([googleapis#2265](googleapis#2265)) ([ef8f3b0](googleapis@ef8f3b0)) * **tools/looker:** Looker client OAuth nil pointer error ([googleapis#2231](googleapis#2231)) ([268700b](googleapis@268700b)) --- 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> 41b518b
🤖 I have created a release *beep* *boop* --- ## [0.25.0](googleapis/mcp-toolbox@v0.24.0...v0.25.0) (2026-01-08) ### Features * Add `embeddingModel` support ([googleapis#2121](googleapis#2121)) ([9c62f31](googleapis@9c62f31)) * Add `allowed-hosts` flag ([googleapis#2254](googleapis#2254)) ([17b41f6](googleapis@17b41f6)) * Add parameter default value to manifest ([googleapis#2264](googleapis#2264)) ([9d1feca](googleapis@9d1feca)) * **snowflake:** Add Snowflake Source and Tools ([googleapis#858](googleapis#858)) ([b706b5b](googleapis@b706b5b)) * **prebuilt/cloud-sql-mysql:** Update CSQL MySQL prebuilt tools to use IAM ([googleapis#2202](googleapis#2202)) ([731a32e](googleapis@731a32e)) * **sources/bigquery:** Make credentials scope configurable ([googleapis#2210](googleapis#2210)) ([a450600](googleapis@a450600)) * **sources/trino:** Add ssl verification options and fix docs example ([googleapis#2155](googleapis#2155)) ([4a4cf1e](googleapis@4a4cf1e)) * **tools/looker:** Add ability to set destination folder with `make_look` and `make_dashboard`. ([googleapis#2245](googleapis#2245)) ([eb79339](googleapis@eb79339)) * **tools/postgressql:** Add tool to list store procedure ([googleapis#2156](googleapis#2156)) ([cf0fc51](googleapis@cf0fc51)) * **tools/postgressql:** Add Parameter `embeddedBy` config support ([googleapis#2151](googleapis#2151)) ([17b70cc](googleapis@17b70cc)) ### Bug Fixes * **server:** Add `embeddingModel` config initialization ([googleapis#2281](googleapis#2281)) ([a779975](googleapis@a779975)) * **sources/cloudgda:** Add import for cloudgda source ([googleapis#2217](googleapis#2217)) ([7daa411](googleapis@7daa411)) * **tools/alloydb-wait-for-operation:** Fix connection message generation ([googleapis#2228](googleapis#2228)) ([7053fbb](googleapis@7053fbb)) * **tools/alloydbainl:** Only add psv when NL Config Param is defined ([googleapis#2265](googleapis#2265)) ([ef8f3b0](googleapis@ef8f3b0)) * **tools/looker:** Looker client OAuth nil pointer error ([googleapis#2231](googleapis#2231)) ([268700b](googleapis@268700b)) --- 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> 41b518b
## 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>
🤖 I have created a release *beep* *boop* --- ## [0.25.0](googleapis/mcp-toolbox@v0.24.0...v0.25.0) (2026-01-08) ### Features * Add `embeddingModel` support ([googleapis#2121](googleapis#2121)) ([9c62f31](googleapis@9c62f31)) * Add `allowed-hosts` flag ([googleapis#2254](googleapis#2254)) ([17b41f6](googleapis@17b41f6)) * Add parameter default value to manifest ([googleapis#2264](googleapis#2264)) ([9d1feca](googleapis@9d1feca)) * **snowflake:** Add Snowflake Source and Tools ([googleapis#858](googleapis#858)) ([b706b5b](googleapis@b706b5b)) * **prebuilt/cloud-sql-mysql:** Update CSQL MySQL prebuilt tools to use IAM ([googleapis#2202](googleapis#2202)) ([731a32e](googleapis@731a32e)) * **sources/bigquery:** Make credentials scope configurable ([googleapis#2210](googleapis#2210)) ([a450600](googleapis@a450600)) * **sources/trino:** Add ssl verification options and fix docs example ([googleapis#2155](googleapis#2155)) ([4a4cf1e](googleapis@4a4cf1e)) * **tools/looker:** Add ability to set destination folder with `make_look` and `make_dashboard`. ([googleapis#2245](googleapis#2245)) ([eb79339](googleapis@eb79339)) * **tools/postgressql:** Add tool to list store procedure ([googleapis#2156](googleapis#2156)) ([cf0fc51](googleapis@cf0fc51)) * **tools/postgressql:** Add Parameter `embeddedBy` config support ([googleapis#2151](googleapis#2151)) ([17b70cc](googleapis@17b70cc)) ### Bug Fixes * **server:** Add `embeddingModel` config initialization ([googleapis#2281](googleapis#2281)) ([a779975](googleapis@a779975)) * **sources/cloudgda:** Add import for cloudgda source ([googleapis#2217](googleapis#2217)) ([7daa411](googleapis@7daa411)) * **tools/alloydb-wait-for-operation:** Fix connection message generation ([googleapis#2228](googleapis#2228)) ([7053fbb](googleapis@7053fbb)) * **tools/alloydbainl:** Only add psv when NL Config Param is defined ([googleapis#2265](googleapis#2265)) ([ef8f3b0](googleapis@ef8f3b0)) * **tools/looker:** Looker client OAuth nil pointer error ([googleapis#2231](googleapis#2231)) ([268700b](googleapis@268700b)) --- 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>
🤖 I have created a release *beep* *boop* --- ## [0.25.0](googleapis/mcp-toolbox@v0.24.0...v0.25.0) (2026-01-08) ### Features * Add `embeddingModel` support ([googleapis#2121](googleapis#2121)) ([9c62f31](googleapis@9c62f31)) * Add `allowed-hosts` flag ([googleapis#2254](googleapis#2254)) ([17b41f6](googleapis@17b41f6)) * Add parameter default value to manifest ([googleapis#2264](googleapis#2264)) ([9d1feca](googleapis@9d1feca)) * **snowflake:** Add Snowflake Source and Tools ([googleapis#858](googleapis#858)) ([b706b5b](googleapis@b706b5b)) * **prebuilt/cloud-sql-mysql:** Update CSQL MySQL prebuilt tools to use IAM ([googleapis#2202](googleapis#2202)) ([731a32e](googleapis@731a32e)) * **sources/bigquery:** Make credentials scope configurable ([googleapis#2210](googleapis#2210)) ([a450600](googleapis@a450600)) * **sources/trino:** Add ssl verification options and fix docs example ([googleapis#2155](googleapis#2155)) ([4a4cf1e](googleapis@4a4cf1e)) * **tools/looker:** Add ability to set destination folder with `make_look` and `make_dashboard`. ([googleapis#2245](googleapis#2245)) ([eb79339](googleapis@eb79339)) * **tools/postgressql:** Add tool to list store procedure ([googleapis#2156](googleapis#2156)) ([cf0fc51](googleapis@cf0fc51)) * **tools/postgressql:** Add Parameter `embeddedBy` config support ([googleapis#2151](googleapis#2151)) ([17b70cc](googleapis@17b70cc)) ### Bug Fixes * **server:** Add `embeddingModel` config initialization ([googleapis#2281](googleapis#2281)) ([a779975](googleapis@a779975)) * **sources/cloudgda:** Add import for cloudgda source ([googleapis#2217](googleapis#2217)) ([7daa411](googleapis@7daa411)) * **tools/alloydb-wait-for-operation:** Fix connection message generation ([googleapis#2228](googleapis#2228)) ([7053fbb](googleapis@7053fbb)) * **tools/alloydbainl:** Only add psv when NL Config Param is defined ([googleapis#2265](googleapis#2265)) ([ef8f3b0](googleapis@ef8f3b0)) * **tools/looker:** Looker client OAuth nil pointer error ([googleapis#2231](googleapis#2231)) ([268700b](googleapis@268700b)) --- 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* --- ## [0.25.0](googleapis/mcp-toolbox@v0.24.0...v0.25.0) (2026-01-08) ### Features * Add `embeddingModel` support ([googleapis#2121](googleapis#2121)) ([9c62f31](googleapis@9c62f31)) * Add `allowed-hosts` flag ([googleapis#2254](googleapis#2254)) ([17b41f6](googleapis@17b41f6)) * Add parameter default value to manifest ([googleapis#2264](googleapis#2264)) ([9d1feca](googleapis@9d1feca)) * **snowflake:** Add Snowflake Source and Tools ([googleapis#858](googleapis#858)) ([b706b5b](googleapis@b706b5b)) * **prebuilt/cloud-sql-mysql:** Update CSQL MySQL prebuilt tools to use IAM ([googleapis#2202](googleapis#2202)) ([731a32e](googleapis@731a32e)) * **sources/bigquery:** Make credentials scope configurable ([googleapis#2210](googleapis#2210)) ([a450600](googleapis@a450600)) * **sources/trino:** Add ssl verification options and fix docs example ([googleapis#2155](googleapis#2155)) ([4a4cf1e](googleapis@4a4cf1e)) * **tools/looker:** Add ability to set destination folder with `make_look` and `make_dashboard`. ([googleapis#2245](googleapis#2245)) ([eb79339](googleapis@eb79339)) * **tools/postgressql:** Add tool to list store procedure ([googleapis#2156](googleapis#2156)) ([cf0fc51](googleapis@cf0fc51)) * **tools/postgressql:** Add Parameter `embeddedBy` config support ([googleapis#2151](googleapis#2151)) ([17b70cc](googleapis@17b70cc)) ### Bug Fixes * **server:** Add `embeddingModel` config initialization ([googleapis#2281](googleapis#2281)) ([a779975](googleapis@a779975)) * **sources/cloudgda:** Add import for cloudgda source ([googleapis#2217](googleapis#2217)) ([7daa411](googleapis@7daa411)) * **tools/alloydb-wait-for-operation:** Fix connection message generation ([googleapis#2228](googleapis#2228)) ([7053fbb](googleapis@7053fbb)) * **tools/alloydbainl:** Only add psv when NL Config Param is defined ([googleapis#2265](googleapis#2265)) ([ef8f3b0](googleapis@ef8f3b0)) * **tools/looker:** Looker client OAuth nil pointer error ([googleapis#2231](googleapis#2231)) ([268700b](googleapis@268700b)) --- 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> 41b518b
🤖 I have created a release *beep* *boop* --- ## [0.25.0](googleapis/mcp-toolbox@v0.24.0...v0.25.0) (2026-01-08) ### Features * Add `embeddingModel` support ([googleapis#2121](googleapis#2121)) ([9c62f31](googleapis@9c62f31)) * Add `allowed-hosts` flag ([googleapis#2254](googleapis#2254)) ([17b41f6](googleapis@17b41f6)) * Add parameter default value to manifest ([googleapis#2264](googleapis#2264)) ([9d1feca](googleapis@9d1feca)) * **snowflake:** Add Snowflake Source and Tools ([googleapis#858](googleapis#858)) ([b706b5b](googleapis@b706b5b)) * **prebuilt/cloud-sql-mysql:** Update CSQL MySQL prebuilt tools to use IAM ([googleapis#2202](googleapis#2202)) ([731a32e](googleapis@731a32e)) * **sources/bigquery:** Make credentials scope configurable ([googleapis#2210](googleapis#2210)) ([a450600](googleapis@a450600)) * **sources/trino:** Add ssl verification options and fix docs example ([googleapis#2155](googleapis#2155)) ([4a4cf1e](googleapis@4a4cf1e)) * **tools/looker:** Add ability to set destination folder with `make_look` and `make_dashboard`. ([googleapis#2245](googleapis#2245)) ([eb79339](googleapis@eb79339)) * **tools/postgressql:** Add tool to list store procedure ([googleapis#2156](googleapis#2156)) ([cf0fc51](googleapis@cf0fc51)) * **tools/postgressql:** Add Parameter `embeddedBy` config support ([googleapis#2151](googleapis#2151)) ([17b70cc](googleapis@17b70cc)) ### Bug Fixes * **server:** Add `embeddingModel` config initialization ([googleapis#2281](googleapis#2281)) ([a779975](googleapis@a779975)) * **sources/cloudgda:** Add import for cloudgda source ([googleapis#2217](googleapis#2217)) ([7daa411](googleapis@7daa411)) * **tools/alloydb-wait-for-operation:** Fix connection message generation ([googleapis#2228](googleapis#2228)) ([7053fbb](googleapis@7053fbb)) * **tools/alloydbainl:** Only add psv when NL Config Param is defined ([googleapis#2265](googleapis#2265)) ([ef8f3b0](googleapis@ef8f3b0)) * **tools/looker:** Looker client OAuth nil pointer error ([googleapis#2231](googleapis#2231)) ([268700b](googleapis@268700b)) --- 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> 41b518b
## 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>
🤖 I have created a release *beep* *boop* --- ## [0.25.0](googleapis/mcp-toolbox@v0.24.0...v0.25.0) (2026-01-08) ### Features * Add `embeddingModel` support ([googleapis#2121](googleapis#2121)) ([9c62f31](googleapis@9c62f31)) * Add `allowed-hosts` flag ([googleapis#2254](googleapis#2254)) ([17b41f6](googleapis@17b41f6)) * Add parameter default value to manifest ([googleapis#2264](googleapis#2264)) ([9d1feca](googleapis@9d1feca)) * **snowflake:** Add Snowflake Source and Tools ([googleapis#858](googleapis#858)) ([b706b5b](googleapis@b706b5b)) * **prebuilt/cloud-sql-mysql:** Update CSQL MySQL prebuilt tools to use IAM ([googleapis#2202](googleapis#2202)) ([731a32e](googleapis@731a32e)) * **sources/bigquery:** Make credentials scope configurable ([googleapis#2210](googleapis#2210)) ([a450600](googleapis@a450600)) * **sources/trino:** Add ssl verification options and fix docs example ([googleapis#2155](googleapis#2155)) ([4a4cf1e](googleapis@4a4cf1e)) * **tools/looker:** Add ability to set destination folder with `make_look` and `make_dashboard`. ([googleapis#2245](googleapis#2245)) ([eb79339](googleapis@eb79339)) * **tools/postgressql:** Add tool to list store procedure ([googleapis#2156](googleapis#2156)) ([cf0fc51](googleapis@cf0fc51)) * **tools/postgressql:** Add Parameter `embeddedBy` config support ([googleapis#2151](googleapis#2151)) ([17b70cc](googleapis@17b70cc)) ### Bug Fixes * **server:** Add `embeddingModel` config initialization ([googleapis#2281](googleapis#2281)) ([a779975](googleapis@a779975)) * **sources/cloudgda:** Add import for cloudgda source ([googleapis#2217](googleapis#2217)) ([7daa411](googleapis@7daa411)) * **tools/alloydb-wait-for-operation:** Fix connection message generation ([googleapis#2228](googleapis#2228)) ([7053fbb](googleapis@7053fbb)) * **tools/alloydbainl:** Only add psv when NL Config Param is defined ([googleapis#2265](googleapis#2265)) ([ef8f3b0](googleapis@ef8f3b0)) * **tools/looker:** Looker client OAuth nil pointer error ([googleapis#2231](googleapis#2231)) ([268700b](googleapis@268700b)) --- 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* --- ## [0.25.0](googleapis/mcp-toolbox@v0.24.0...v0.25.0) (2026-01-08) ### Features * Add `embeddingModel` support ([googleapis#2121](googleapis#2121)) ([9c62f31](googleapis@9c62f31)) * Add `allowed-hosts` flag ([googleapis#2254](googleapis#2254)) ([17b41f6](googleapis@17b41f6)) * Add parameter default value to manifest ([googleapis#2264](googleapis#2264)) ([9d1feca](googleapis@9d1feca)) * **snowflake:** Add Snowflake Source and Tools ([googleapis#858](googleapis#858)) ([b706b5b](googleapis@b706b5b)) * **prebuilt/cloud-sql-mysql:** Update CSQL MySQL prebuilt tools to use IAM ([googleapis#2202](googleapis#2202)) ([731a32e](googleapis@731a32e)) * **sources/bigquery:** Make credentials scope configurable ([googleapis#2210](googleapis#2210)) ([a450600](googleapis@a450600)) * **sources/trino:** Add ssl verification options and fix docs example ([googleapis#2155](googleapis#2155)) ([4a4cf1e](googleapis@4a4cf1e)) * **tools/looker:** Add ability to set destination folder with `make_look` and `make_dashboard`. ([googleapis#2245](googleapis#2245)) ([eb79339](googleapis@eb79339)) * **tools/postgressql:** Add tool to list store procedure ([googleapis#2156](googleapis#2156)) ([cf0fc51](googleapis@cf0fc51)) * **tools/postgressql:** Add Parameter `embeddedBy` config support ([googleapis#2151](googleapis#2151)) ([17b70cc](googleapis@17b70cc)) ### Bug Fixes * **server:** Add `embeddingModel` config initialization ([googleapis#2281](googleapis#2281)) ([a779975](googleapis@a779975)) * **sources/cloudgda:** Add import for cloudgda source ([googleapis#2217](googleapis#2217)) ([7daa411](googleapis@7daa411)) * **tools/alloydb-wait-for-operation:** Fix connection message generation ([googleapis#2228](googleapis#2228)) ([7053fbb](googleapis@7053fbb)) * **tools/alloydbainl:** Only add psv when NL Config Param is defined ([googleapis#2265](googleapis#2265)) ([ef8f3b0](googleapis@ef8f3b0)) * **tools/looker:** Looker client OAuth nil pointer error ([googleapis#2231](googleapis#2231)) ([268700b](googleapis@268700b)) --- 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* --- ## [0.25.0](googleapis/mcp-toolbox@v0.24.0...v0.25.0) (2026-01-08) ### Features * Add `embeddingModel` support ([#2121](googleapis/mcp-toolbox#2121)) ([9c62f31](googleapis/mcp-toolbox@9c62f31)) * Add `allowed-hosts` flag ([#2254](googleapis/mcp-toolbox#2254)) ([17b41f6](googleapis/mcp-toolbox@17b41f6)) * Add parameter default value to manifest ([#2264](googleapis/mcp-toolbox#2264)) ([9d1feca](googleapis/mcp-toolbox@9d1feca)) * **snowflake:** Add Snowflake Source and Tools ([#858](googleapis/mcp-toolbox#858)) ([b706b5b](googleapis/mcp-toolbox@b706b5b)) * **prebuilt/cloud-sql-mysql:** Update CSQL MySQL prebuilt tools to use IAM ([#2202](googleapis/mcp-toolbox#2202)) ([731a32e](googleapis/mcp-toolbox@731a32e)) * **sources/bigquery:** Make credentials scope configurable ([#2210](googleapis/mcp-toolbox#2210)) ([a450600](googleapis/mcp-toolbox@a450600)) * **sources/trino:** Add ssl verification options and fix docs example ([#2155](googleapis/mcp-toolbox#2155)) ([4a4cf1e](googleapis/mcp-toolbox@4a4cf1e)) * **tools/looker:** Add ability to set destination folder with `make_look` and `make_dashboard`. ([#2245](googleapis/mcp-toolbox#2245)) ([eb79339](googleapis/mcp-toolbox@eb79339)) * **tools/postgressql:** Add tool to list store procedure ([#2156](googleapis/mcp-toolbox#2156)) ([cf0fc51](googleapis/mcp-toolbox@cf0fc51)) * **tools/postgressql:** Add Parameter `embeddedBy` config support ([#2151](googleapis/mcp-toolbox#2151)) ([17b70cc](googleapis/mcp-toolbox@17b70cc)) ### Bug Fixes * **server:** Add `embeddingModel` config initialization ([#2281](googleapis/mcp-toolbox#2281)) ([a779975](googleapis/mcp-toolbox@a779975)) * **sources/cloudgda:** Add import for cloudgda source ([#2217](googleapis/mcp-toolbox#2217)) ([7daa411](googleapis/mcp-toolbox@7daa411)) * **tools/alloydb-wait-for-operation:** Fix connection message generation ([#2228](googleapis/mcp-toolbox#2228)) ([7053fbb](googleapis/mcp-toolbox@7053fbb)) * **tools/alloydbainl:** Only add psv when NL Config Param is defined ([#2265](googleapis/mcp-toolbox#2265)) ([ef8f3b0](googleapis/mcp-toolbox@ef8f3b0)) * **tools/looker:** Looker client OAuth nil pointer error ([#2231](googleapis/mcp-toolbox#2231)) ([268700b](googleapis/mcp-toolbox@268700b)) --- 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>