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v0.25.0

googleapis/mcp-toolboxv0.25.0Jan 8, 2026by release-please[bot]

AI Summary

Release adds Snowflake integration, embedding model support, and various database enhancements. No breaking changes in this release.

Key Highlights

  • Snowflake Source and Tools added
  • Embedding model support
  • Allowed-hosts flag added
  • Parameter default values in manifest
  • Looker tools destination folder support

New Features

  • embeddingModel support
  • allowed-hosts flag
  • Parameter default value to manifest
  • Snowflake Source and Tools
  • Cloud SQL MySQL with IAM authentication
  • BigQuery credentials scope configurable
  • Trino SSL verification options
  • Looker destination folder setting
  • PostgreSQL list store procedure tool
  • PostgreSQL embeddedBy config support

Full Release Notes

## [0.25.0](https://github.com/googleapis/genai-toolbox/compare/v0.24.0...v0.25.0) (2026-01-08)


### Features

* Add `embeddingModel` support ([#2121](https://github.com/googleapis/genai-toolbox/issues/2121)) ([9c62f31](https://github.com/googleapis/genai-toolbox/commit/9c62f313ff5edf0a3b5b8a3e996eba078fba4095))
* Add `allowed-hosts` flag ([#2254](https://github.com/googleapis/genai-toolbox/issues/2254)) ([17b41f6](https://github.com/googleapis/genai-toolbox/commit/17b41f64531b8fe417c28ada45d1992ba430dc1b))
* Add parameter default value to manifest ([#2264](https://github.com/googleapis/genai-toolbox/issues/2264)) ([9d1feca](https://github.com/googleapis/genai-toolbox/commit/9d1feca10810fa42cb4c94a409252f1bd373ee36))
* **snowflake:** Add Snowflake Source and Tools ([#858](https://github.com/googleapis/genai-toolbox/issues/858)) ([b706b5b](https://github.com/googleapis/genai-toolbox/commit/b706b5bc685aeda277f277868bae77d38d5fd7b6))
* **prebuilt/cloud-sql-mysql:** Update CSQL MySQL prebuilt tools to use IAM ([#2202](https://github.com/googleapis/genai-toolbox/issues/2202)) ([731a32e](https://github.com/googleapis/genai-toolbox/commit/731a32e5360b4d6862d81fcb27d7127c655679a8))
* **sources/bigquery:** Make credentials scope configurable ([#2210](https://github.com/googleapis/genai-toolbox/issues/2210)) ([a450600](https://github.com/googleapis/genai-toolbox/commit/a4506009b93771b77fb05ae97044f914967e67ed))
* **sources/trino:** Add ssl verification options and fix docs example ([#2155](https://github.com/googleapis/genai-toolbox/issues/2155)) ([4a4cf1e](https://github.com/googleapis/genai-toolbox/commit/4a4cf1e712b671853678dba99c4dc49dd4fc16a2))
* **tools/looker:** Add ability to set destination folder with `make_look` and `make_dashboard`. ([#2245](https://github.com/googleapis/genai-toolbox/issues/2245)) ([eb79339](https://github.com/googleapis/genai-toolbox/commit/eb793398cd1cc4006d9808ccda5dc7aea5e92bd5))
* **tools/postgressql:** Add tool to list store procedure ([#2156](https://github.com/googleapis/genai-toolbox/issues/2156)) ([cf0fc51](https://github.com/googleapis/genai-toolbox/commit/cf0fc515b57d9b84770076f3c0c5597c4597ef62))
* **tools/postgressql:** Add Parameter `embeddedBy` config support ([#2151](https://github.com/googleapis/genai-toolbox/issues/2151)) ([17b70cc](https://github.com/googleapis/genai-toolbox/commit/17b70ccaa754d15bcc33a1a3ecb7e652520fa600))


### Bug Fixes

* **server:** Add `embeddingModel` config initialization ([#2281](https://github.com/googleapis/genai-toolbox/issues/2281)) ([a779975](https://github.com/googleapis/genai-toolbox/commit/a7799757c9345f99b6d2717841fbf792d364e1a2))
* **sources/cloudgda:** Add import for cloudgda source ([#2217](https://github.com/googleapis/genai-toolbox/issues/2217)) ([7daa411](https://github.com/googleapis/genai-toolbox/commit/7daa4111f4ebfb0a35319fd67a8f7b9f0f99efcf))
* **tools/alloydb-wait-for-operation:** Fix connection message generation ([#2228](https://github.com/googleapis/genai-toolbox/issues/2228)) ([7053fbb](https://github.com/googleapis/genai-toolbox/commit/7053fbb1953653143d39a8510916ea97a91022a6))
* **tools/alloydbainl:** Only add psv when NL Config Param is defined ([#2265](https://github.com/googleapis/genai-toolbox/issues/2265)) ([ef8f3b0](https://github.com/googleapis/genai-toolbox/commit/ef8f3b02f2f38ce94a6ba9acf35d08b9469bef4e))
* **tools/looker:** Looker client OAuth nil pointer error ([#2231](https://github.com/googleapis/genai-toolbox/issues/2231)) ([268700b](https://github.com/googleapis/genai-toolbox/commit/268700bdbf8281de0318d60ca613ed3672990b20))

| **OS/Architecture**                                                                                       | **Description**                                                                                                          | **SHA256 Hash**                                                     |
| --------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------ | ------------------------------------------------------------------- |
| [linux/amd64](https://storage.googleapis.com/genai-toolbox/v0.25.0/linux/amd64/toolbox)                   | For **Linux** systems running on **Intel/AMD 64-bit processors**.                                                        | 438b0189d5c92cbcc7567b49f85f2ff457d41b771c269df3114727c0df80cb02    |
| [darwin/arm64](https://storage.googleapis.com/genai-toolbox/v0.25.0/darwin/arm64/toolbox)                 | For **macOS** systems running on **Apple Silicon** (M1, M2, M3, etc.) processors.                                        | de26f90f789081d327b7702a1aae8d8f1eed6105baa8e774d68778523e76494d    |
| [darwin/amd64](https://storage.googleapis.com/genai-toolbox/v0.25.0/darwin/amd64/toolbox)                 | For **macOS** systems running on **Intel processors**.                                                                   | a111c79bea58556a0665e9c2ddd53df5e51c31ed29919101d34179712fe6c6f1    |
| [windows/amd64](https://storage.googleapis.com/genai-toolbox/v0.25.0/windows/amd64/toolbox.exe)           | For **Windows** systems running on **Intel/AMD 64-bit processors**.                                                      | 53931db2dd85e9ce364a983d7f29a2bbc4d7d57a7a33ccb878697077a40ebe25    |