feat(snowflake): add Snowflake Source and Tools#858

Merged

duwenxin99 merged 68 commits into

googleapis:mainfrom

igor-elbert:snowflake-support

Jan 8, 2026

igor-elbert commented Jul 11, 2025 •

edited by duwenxin99

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Contributor

Initial version supporting snowflake. Connects and executes arbitrary SQL. An rudimentary Python example is provided as well.

Fix: #804

igor-elbert requested a review from a team

July 11, 2025 00:43

blunderbuss-gcf Bot assigned duwenxin99

kurtisvg commented Jul 11, 2025

Collaborator

@igor-elbert Thanks for opening a PR for this. We're running a bit behind with the increase in traffic over the last few days -- please be patient with us 🙏

igor-elbert changed the title ~~Snowflake support~~ feat: Snowflake support

igor-elbert commented Jul 28, 2025

Contributor Author

@igor-elbert Thanks for opening a PR for this. We're running a bit behind with the increase in traffic over the last few days -- please be patient with us 🙏

@kurtisvg , thank you. Please let me know if there is anything I can help with.

amitman3 commented Jul 29, 2025

Hey @igor-elbert, thanks for working on this feature. Look forward to using this.
Any chances this supports sso authentication(oidc)?

duwenxin99 requested changes

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duwenxin99 left a comment

Contributor

Hi @igor-elbert, thanks for the patience! I have left a few comments for improvements. Let me know when you are ready for another review. After that I can set up the integration testing instance for you before we merge it in. Thanks!

internal/sources/snowflake/examples/README.md Outdated

internal/tools/snowflake/snowflakeexecutesql/snowflakeexecutesql.go Outdated

root.go Outdated

internal/sources/snowflake/README.md Outdated

internal/prebuiltconfigs/tools/snowflake.yaml

igor-elbert commented Jul 31, 2025

Contributor Author

Hey @igor-elbert, thanks for working on this feature. Look forward to using this. Any chances this supports sso authentication(oidc)?

Currently it uses user name / password authentiation but it should not be hard to add PAM-based auth.

I'll try to get the PR accepted first and then we'll work on adding more authentication methods.

igor-elbert commented

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Contributor Author

I think all comments are addressed and committed to the same branch. Please let me know if any revisions are needed.

internal/tools/snowflake/snowflakeexecutesql/snowflakeexecutesql.go Outdated

root.go Outdated

internal/sources/snowflake/README.md Outdated

internal/sources/snowflake/examples/README.md Outdated

duwenxin99 commented Aug 5, 2025

Contributor

/gcbrun

igor-elbert force-pushed the snowflake-support branch 3 times, most recently from 326b105 to d3505a3 Compare

August 8, 2025 20:49

igor-elbert requested a review from duwenxin99

August 8, 2025 21:57

duwenxin99 previously requested changes

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internal/sources/snowflake/README.md Outdated

tests/snowflake/snowflake_integration_test.go Outdated

igor-elbert commented Aug 18, 2025

Contributor Author

Up to date with reviewer comments: commits 23c2b95 and d5c947d

igor-elbert requested a review from duwenxin99

August 19, 2025 17:03

duwenxin99 commented Aug 19, 2025

Contributor

Hi @igor-elbert, just a heads up that we are trying to get a Snowflake instance running in our GCP testing project. This will take some extra time as Snowflake doesn't offer a free community version.

duwenxin99 commented Sep 8, 2025

Contributor

/gcbrun

duwenxin99 commented Sep 9, 2025

Contributor

Hi @igor-elbert, I set up an emulator instance for Snowflake. Could you rebase the PR on the latest main so we can run the integration tests? Thank you!

igor-elbert force-pushed the snowflake-support branch from fac5b92 to 66365ad Compare

September 16, 2025 16:32

igor-elbert commented Sep 16, 2025

Contributor Author

Hi @igor-elbert, I set up an emulator instance for Snowflake. Could you rebase the PR on the latest main so we can run the integration tests? Thank you!

Done

igor-elbert commented Oct 3, 2025

Contributor Author

Hi @igor-elbert, I set up an emulator instance for Snowflake. Could you rebase the PR on the latest main so we can run the integration tests? Thank you!

Done

@duwenxin99 , please let me know if any additional action is required on my part.

duwenxin99 commented Oct 3, 2025

Contributor

/gcbrun

duwenxin99 commented Oct 3, 2025 •

edited

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@igor-elbert Hi could you rebase on the latest main? There are some recent changes on the BigQuery tests and that may be why it's failing. And also a quick question: are you from the official Snowflake team? Just asking for potential GTM activities.

duwenxin99 reviewed

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tests/bigquery/bigquery_integration_test.go Outdated

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October 6, 2025 18:13

duwenxin99 commented Oct 6, 2025

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/gcbrun

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.gitignore

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duwenxin99 changed the title ~~feat: Snowflake support~~ feat(snowflake): add Snowflake Source and Tools

duwenxin99 merged commit b706b5b into googleapis:main

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release-please Bot mentioned this pull request

chore(main): release 0.25.0 #2218

Merged

github-actions Bot pushed a commit that referenced this pull request


          deploy: feat(snowflake): add Snowflake Source and Tools (#858)

122da20

Initial version supporting snowflake. Connects and executes arbitrary
SQL. An rudimentary Python example is provided as well.

---------

Co-authored-by: duwenxin <duwenxin@google.com>
Co-authored-by: Wenxin Du <117315983+duwenxin99@users.noreply.github.com> b706b5b

github-actions Bot pushed a commit to renovate-bot/googleapis-_-genai-toolbox that referenced this pull request


          deploy: feat(snowflake): add Snowflake Source and Tools (googleapis#858)

554f056

Initial version supporting snowflake. Connects and executes arbitrary
SQL. An rudimentary Python example is provided as well.

---------

Co-authored-by: duwenxin <duwenxin@google.com>
Co-authored-by: Wenxin Du <117315983+duwenxin99@users.noreply.github.com> b706b5b

ravisiddhu pushed a commit to ravisiddhu/genai-toolbox that referenced this pull request


          feat(snowflake): add Snowflake Source and Tools (googleapis#858)

febaeb7

Initial version supporting snowflake. Connects and executes arbitrary
SQL. An rudimentary Python example is provided as well.

---------

Co-authored-by: duwenxin <duwenxin@google.com>
Co-authored-by: Wenxin Du <117315983+duwenxin99@users.noreply.github.com>

igor-elbert deleted the snowflake-support branch

January 8, 2026 21:34

Yuan325 added a commit that referenced this pull request


          chore(main): release 0.25.0 (#2218)

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>

github-actions Bot pushed a commit that referenced this pull request


          deploy: chore(main): release 0.25.0 (#2218)

8049f92

🤖 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

BrewTestBot mentioned this pull request

mcp-toolbox 0.25.0 Homebrew/homebrew-core#261919

Merged

github-actions Bot pushed a commit to Jaleel-zhu/genai-toolbox that referenced this pull request


          deploy: chore(main): release 0.25.0 (googleapis#2218)

4b7dd44

🤖 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

github-actions Bot pushed a commit to azaj01/genai-toolbox that referenced this pull request


          deploy: chore(main): release 0.25.0 (googleapis#2218)

ca1b4fc

🤖 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

github-actions Bot pushed a commit to renovate-bot/googleapis-_-genai-toolbox that referenced this pull request


          deploy: chore(main): release 0.25.0 (googleapis#2218)

635e4e9

🤖 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

rahulpinto19 pushed a commit that referenced this pull request


          chore(main): release 0.25.0 (#2218)

be7560f

🤖 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>

github-actions Bot pushed a commit to SaxenaAnushka102/genai-toolbox that referenced this pull request


          deploy: chore(main): release 0.25.0 (googleapis#2218)

034bd10

🤖 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

github-actions Bot pushed a commit to Ganga4060/genai-toolbox that referenced this pull request


          deploy: chore(main): release 0.25.0 (googleapis#2218)

9d3938e

🤖 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

github-actions Bot pushed a commit to divitwork/genai-toolbox that referenced this pull request


          deploy: chore(main): release 0.25.0 (googleapis#2218)

e430249

🤖 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

divitwork pushed a commit to divitwork/genai-toolbox that referenced this pull request


          feat(snowflake): add Snowflake Source and Tools (googleapis#858)

f71afd6

Initial version supporting snowflake. Connects and executes arbitrary
SQL. An rudimentary Python example is provided as well.

---------

Co-authored-by: duwenxin <duwenxin@google.com>
Co-authored-by: Wenxin Du <117315983+duwenxin99@users.noreply.github.com>

divitwork pushed a commit to divitwork/genai-toolbox that referenced this pull request


          chore(main): release 0.25.0 (googleapis#2218)

b3e38bf

🤖 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>

divitwork pushed a commit to divitwork/genai-toolbox that referenced this pull request


          feat(snowflake): add Snowflake Source and Tools (googleapis#858)

6ded0bc

Initial version supporting snowflake. Connects and executes arbitrary
SQL. An rudimentary Python example is provided as well.

---------

Co-authored-by: duwenxin <duwenxin@google.com>
Co-authored-by: Wenxin Du <117315983+duwenxin99@users.noreply.github.com>

divitwork pushed a commit to divitwork/genai-toolbox that referenced this pull request


          chore(main): release 0.25.0 (googleapis#2218)

32071e9

🤖 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>

github-actions Bot pushed a commit to CrazyForks/genai-toolbox that referenced this pull request


          deploy: chore(main): release 0.25.0 (googleapis#2218)

64ed979

🤖 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

github-actions Bot pushed a commit to bhardwajRahul/genai-toolbox that referenced this pull request


          deploy: chore(main): release 0.25.0 (googleapis#2218)

d2442b1

🤖 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

vinodhinic pushed a commit to vinodhinic/genai-toolbox that referenced this pull request


          feat(snowflake): add Snowflake Source and Tools (googleapis#858)

11cb4e5

Initial version supporting snowflake. Connects and executes arbitrary
SQL. An rudimentary Python example is provided as well.

---------

Co-authored-by: duwenxin <duwenxin@google.com>
Co-authored-by: Wenxin Du <117315983+duwenxin99@users.noreply.github.com>

vinodhinic pushed a commit to vinodhinic/genai-toolbox that referenced this pull request


          chore(main): release 0.25.0 (googleapis#2218)

🤖 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>

mahlevanshika pushed a commit to mahlevanshika/genai-toolbox that referenced this pull request


          feat(snowflake): add Snowflake Source and Tools (googleapis#858)

a0ff1d6

Initial version supporting snowflake. Connects and executes arbitrary
SQL. An rudimentary Python example is provided as well.

---------

Co-authored-by: duwenxin <duwenxin@google.com>
Co-authored-by: Wenxin Du <117315983+duwenxin99@users.noreply.github.com>

mahlevanshika pushed a commit to mahlevanshika/genai-toolbox that referenced this pull request


          chore(main): release 0.25.0 (googleapis#2218)

e078243

🤖 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>

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Link Checker Report #2513

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NightStack15 added a commit to NightStack15/googleapis-_-genai-toolbox that referenced this pull request


          chore(main): release 0.25.0 (#2218)

435b6be

🤖 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>

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docs: deploy-preview