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v0.32.0

googleapis/mcp-toolboxv0.32.0Apr 8, 2026by release-please[bot]

AI Summary

This release focuses on repository renaming and tooling enhancements. It adds MCP tool annotations to all tools, introduces conversational analytics for Data Agents, and adds support for Claude Code in generated skills.

Key Highlights

  • Repository name updated
  • MCP tool annotations added to all remaining tools
  • Conversational analytics tools for Data Agents
  • Claude Code support for generated skills
  • Tool invocation via npx

Breaking Changes

  • update repo name

New Features

  • Add MCP tool annotations to all remaining tools
  • Add conversational analytics tools for Data Agents
  • Add Backend API selection fields for embeddingModel
  • Add Claude Code support to generated scripts
  • Add codex user agent
  • Tool invocation via npx
  • Add ConnectionParams to SingleStore Config
  • Relax project constraint and enforce location for dataplex-lookup-context
  • Looker agent management from MCP
  • Update to use /mcp endpoint

Full Release Notes

## [0.32.0](https://github.com/googleapis/mcp-toolbox/compare/v0.31.0...v0.32.0) (2026-04-08)


### ⚠ BREAKING CHANGES

* update repo name ([#2968](https://github.com/googleapis/mcp-toolbox/issues/2968))

### Features

* Add MCP tool annotations to all remaining tools ([#2221](https://github.com/googleapis/mcp-toolbox/issues/2221)) ([ea09db9](https://github.com/googleapis/mcp-toolbox/commit/ea09db90ce3ed78225dc246cedefd30064a88fad))
* **bigquery:** Add conversational analytics tools for Data Agents ([#2517](https://github.com/googleapis/mcp-toolbox/issues/2517)) ([2490a4b](https://github.com/googleapis/mcp-toolbox/commit/2490a4b4fb3c9232270f6f4347b8556d2d6e0390))
* **embeddingModel:** Add Backend API selection fields ([#2592](https://github.com/googleapis/mcp-toolbox/issues/2592)) ([912aa9e](https://github.com/googleapis/mcp-toolbox/commit/912aa9edd7bc3ce932828003fbd67d1a3b9c2348))
* **skills:** Add Claude Code support to generated scripts ([#2966](https://github.com/googleapis/mcp-toolbox/issues/2966)) ([a1609e1](https://github.com/googleapis/mcp-toolbox/commit/a1609e10a2eaf4ea68eae36acec3eed355b8a052))
* **skills:** Add codex user agent ([#2973](https://github.com/googleapis/mcp-toolbox/issues/2973)) ([070e939](https://github.com/googleapis/mcp-toolbox/commit/070e9399c02f088d43175ce6bf343378beb7f584))
* **skills:** Tool invocation via npx ([#2916](https://github.com/googleapis/mcp-toolbox/issues/2916)) ([377dc5b](https://github.com/googleapis/mcp-toolbox/commit/377dc5b00145a0044eef39314dd6b0ef5966fcd7))
* **sources/singlestore:** Add ConnectionParams to SingleStore Config ([#2555](https://github.com/googleapis/mcp-toolbox/issues/2555)) ([73e2a8c](https://github.com/googleapis/mcp-toolbox/commit/73e2a8c5cb5ef095a53df9be1d600cc7d508ea19))
* **tool/dataplex-lookup-context:** Relax project constraint and enforce location ([#2952](https://github.com/googleapis/mcp-toolbox/issues/2952)) ([7ebfdf1](https://github.com/googleapis/mcp-toolbox/commit/7ebfdf1cfc7debac020de51be1aa01c81628879e))
* **tools/looker:** Looker agent management from MCP ([#2830](https://github.com/googleapis/mcp-toolbox/issues/2830)) ([649d4ad](https://github.com/googleapis/mcp-toolbox/commit/649d4ad26f0d4d883ae3dbcc0c7f8069adc0d639))
* **ui:** Update to use `/mcp` endpoint ([#2829](https://github.com/googleapis/mcp-toolbox/issues/2829)) ([c3059c2](https://github.com/googleapis/mcp-toolbox/commit/c3059c233502a1e99abb4d87e4b9bfe7c6ea7a4a))


### Bug Fixes

* **bigquery:** Add impersonateServiceAccount to prebuilt config ([#2770](https://github.com/googleapis/mcp-toolbox/issues/2770)) ([9c3a748](https://github.com/googleapis/mcp-toolbox/commit/9c3a748de43eb588586f22590ff74bd433b24d68))
* **quickstart:** Robust tool lookup and modernize dependencies in Python samples ([#2863](https://github.com/googleapis/mcp-toolbox/issues/2863)) ([4c0845d](https://github.com/googleapis/mcp-toolbox/commit/4c0845dc9081d79046dea5f28a032d531faff40f))
* **skills:** Fix skill generation template ([#2914](https://github.com/googleapis/mcp-toolbox/issues/2914)) ([a01a15e](https://github.com/googleapis/mcp-toolbox/commit/a01a15ed1aa9a83eda8362578fed2e3a3c8dde99))
* **skills:** Prevent empty strings overriding optional env vars in node scripts ([#2963](https://github.com/googleapis/mcp-toolbox/issues/2963)) ([c52adeb](https://github.com/googleapis/mcp-toolbox/commit/c52adeba76fc13d0e6e415f6393def0648e478d6))
* **tests/bigquery:** Implement uuid-based isolation and reliable resource cleanup ([#2547](https://github.com/googleapis/mcp-toolbox/issues/2547)) ([479d842](https://github.com/googleapis/mcp-toolbox/commit/479d8424046406d50af02b0602e6bac58aea534f))
* **tests/Bigtable:** Implement uuid-based isolation and reliable resource cleanup ([#2880](https://github.com/googleapis/mcp-toolbox/issues/2880)) ([a769f15](https://github.com/googleapis/mcp-toolbox/commit/a769f15c3ab8d631198546909a6dd1f09446e6b0))
* Update error for ConvertConfig function ([#2993](https://github.com/googleapis/mcp-toolbox/issues/2993)) ([62bdabb](https://github.com/googleapis/mcp-toolbox/commit/62bdabb512d7875d2760c1cd8eb331221b58a09c))


### Code Refactoring

* Update repo name ([#2968](https://github.com/googleapis/mcp-toolbox/issues/2968)) ([3aae809](https://github.com/googleapis/mcp-toolbox/commit/3aae8097f1bda00e41667fb41c02094167c96ace))

| **OS/Architecture**                                                                                       | **Description**                                                                                                          | **SHA256 Hash**                                                     |
| --------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------ | ------------------------------------------------------------------- |
| [linux/amd64](https://storage.googleapis.com/mcp-toolbox-for-databases/v0.32.0/linux/amd64/toolbox)       | For **Linux** systems running on **Intel/AMD 64-bit processors**.                                                        | a1adeb3075b38316b37ec8fc4661ecbc5a413916e4e7df411db195a1bf9e2313    |
| [darwin/arm64](https://storage.googleapis.com/mcp-toolbox-for-databases/v0.32.0/darwin/arm64/toolbox)     | For **macOS** systems running on **Apple Silicon** (M1, M2, M3, etc.) processors.                                        | 524d69ac18290c52b4fcb2070562ec7648f5e74e275cec3f0fe3ea82165ab2e3    |
| [darwin/amd64](https://storage.googleapis.com/mcp-toolbox-for-databases/v0.32.0/darwin/amd64/toolbox)     | For **macOS** systems running on **Intel processors**.                                                                   | 47ef831ce008ebaba2f1ccfabca79d42ec31dee7a8971cbc993b19daf0a47f49    |
| [windows/amd64](https://storage.googleapis.com/mcp-toolbox-for-databases/v0.32.0/windows/amd64/toolbox.exe) | For **Windows** systems running on **Intel/AMD 64-bit processors**.                                                      | 8b14187959d409b10b9083775b729e8232f5afa460a137aab225cb0347a91b3b    |