feat(singlestore): Add SingleStore Source and Tools by pmishchenko-ua · Pull Request #1333 · googleapis/genai-toolbox

pmishchenko-ua · 2025-09-04T13:23:13Z

Description

This PR adds SingleStore database source and tools. The code is mostly based on MySQL source and tools, and it uses the same go-mysql driver.
https://github.com/singlestore-labs/singlestoredb-dev-image can be used to deploy a test SingleStore instance. In this PR the default port is set to 3308 so the command would be

    -d --name singlestoredb-dev \
    -e ROOT_PASSWORD="YOUR SINGLESTORE ROOT PASSWORD" \
    -p 3308:3306 ghcr.io/singlestore-labs/singlestoredb-dev:latest

PR Checklist

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Make sure to open an issue as a
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before writing your code! That way we can discuss the change, evaluate
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Ensure the tests and linter pass
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Appropriate docs were updated (if necessary)
Make sure to add ! if this involve a breaking change

🛠️ Fixes #1348

duwenxin99 · 2025-09-16T00:35:36Z

Hi @pmishchenko-ua, this seems to be the same as our current MySQL implementation. Could you just use the MySQL source and tool for SingleStore instead of creating new ones?

pmishchenko-ua · 2025-09-16T09:51:26Z

Hi @duwenxin99, at first I was also thinking to use MySQL source, but when I tried to use it from VSCode, it didn't work, likely because of incompatible list_tables implementation. So for SingleStore users it would be beneficial to have dedicated source and tools.

SingleStore uses MySQL protocol to transfer data, so MySQL implementation mostly works. However, when it comes to SQL, there are certain differences that necessitate development of dedicated SingleStore connectors.

pmishchenko-ua · 2025-09-26T11:19:35Z

Hey folks, is there anything we could do to get a review on this? Thanks.

duwenxin99 · 2025-09-26T15:00:21Z

Hi @pmishchenko-ua, sorry for the delay as we have been getting many PRs recently. We would prefer reusing the current source/tools whenever possible due to the long term maintenance cost, especially since we are actively developing new features. If it is certain mysql tools that are not working, could you only add new SingleStore tools to pair with the current MySQL source?

pmishchenko-ua · 2025-09-29T12:04:55Z

Our goal is provide the best experience to the users of genai toolbox + Singlestore, the following considerations lead me to go for a separate source

as the genai toolbox is being actively developed, we would like to ensure that integration with SingleStore is not broken at some point, and continuous integration testing is what helps with this
having a dedicated source and tools would provide better experience for SingleStore users - no confusion about where to select mysql, and where singlestore
@duwenxin99 please let me know if this makes sense

duwenxin99 · 2025-09-29T17:51:10Z

Our goal is provide the best experience to the users of genai toolbox + Singlestore, the following considerations lead me to go for a separate source

as the genai toolbox is being actively developed, we would like to ensure that integration with SingleStore is not broken at some point, and continuous integration testing is what helps with this

having a dedicated source and tools would provide better experience for SingleStore users - no confusion about where to select mysql, and where singlestore
@duwenxin99 please let me know if this makes sense

Hi @pmishchenko-ua, to address some of your concerns:

We can still set up a SingleStore integration test instance and use it to test mysql source with singlestore tools. And we will be running continuous testing on them.
We can make sure to write the documentation in detail so that users are educated of the correct usage.

If you still prefer creating a separate SingleStore source, would you be willing to maintain it in the long term? I assume you are from the official SingleStore team? Typically we redirect issues/user requests to corresponding source maintenance teams. Let us know on how you prefer to approach this.

pmishchenko-ua · 2025-09-30T12:11:09Z

Thanks @duwenxin99, yes, I'm from SingleStore connectors & integrations team (sorry for not having mentionned that upfront), and we are willing to maintain the SingleStore source in the MCP Toolbox and handle user requests related to it.

tests/common.go

internal/tools/singlestore/singlestoreexecutesql/singlestoreexecutesql.go

internal/tools/singlestore/singlestoresql/singlestoresql.go

duwenxin99 · 2025-10-03T22:37:38Z

/gcbrun

duwenxin99 · 2025-10-06T16:47:40Z

Hi @pmishchenko-ua, thanks for updating the PR! I'm going to set up an integration test instance on a GCE VM. If you could share a guide for setting up a free/community version of SingleStore instance, that would be very helpful. Thank you.

pmishchenko-ua · 2025-10-07T13:17:44Z

@duwenxin99 for testing we usually recommend (and use ourselves) this: https://github.com/singlestore-labs/singlestoredb-dev-image. Basically you just run

docker run \
    -d --name singlestoredb-dev \
    -e ROOT_PASSWORD=<your password goes here> \
    -p 3308:3306 \
    ghcr.io/singlestore-labs/singlestoredb-dev:latest

3308 here corresponds to _SINGLESTORE_PORT in .ci/integration.cloudbuild.yaml.
Please let me know if you have any issues with the dev image.

duwenxin99 · 2025-10-07T14:34:37Z

@duwenxin99 for testing we usually recommend (and use ourselves) this: https://github.com/singlestore-labs/singlestoredb-dev-image. Basically you just run
docker run \
    -d --name singlestoredb-dev \
    -e ROOT_PASSWORD=<your password goes here> \
    -p 3308:3306 \
    ghcr.io/singlestore-labs/singlestoredb-dev:latest
3308 here corresponds to _SINGLESTORE_PORT in .ci/integration.cloudbuild.yaml. Please let me know if you have any issues with the dev image.

Thanks! @pmishchenko-ua I'll update here once I get this running.

pmishchenko-ua · 2025-10-27T13:31:10Z

Hi @duwenxin99 , did you have a chance to try SingleStore dev image?

duwenxin99 · 2025-10-27T21:07:30Z

/gcbrun

duwenxin99 · 2025-10-27T21:27:10Z

Hi @pmishchenko-ua, sorry for the delay. I have set up a test instance and updated the test config. The test is currently failing:

singlestore_integration_test.go:109: unable to connect to test database: dial tcp 10.128.15.192:3308: connect: connection refused

I noticed that you configured the port used to be 3308 while the docker instance seems to only forward 3306. Is it port 3306 that is supposed to be used here?

pmishchenko-ua · 2025-10-28T20:53:34Z

@duwenxin99 docker instance contains a SingleStore server that listens to port 3306, the command above forwards it to the port 3308 on host, therefore I've set _SINGLESTORE_PORT to 3308 to avoid collision with mysql port 3306. But if _SINGLESTORE_PORT should represent the container port, then it should be 3306 indeed.

duwenxin99 · 2025-10-29T21:05:44Z

@duwenxin99 docker instance contains a SingleStore server that listens to port 3306, the command above forwards it to the port 3308 on host, therefore I've set _SINGLESTORE_PORT to 3308 to avoid collision with mysql port 3306. But if _SINGLESTORE_PORT should represent the container port, then it should be 3306 indeed.

@pmishchenko-ua Thanks for clarifying! I have restarted the instance with 3308 forwarded.

## Description --- - This PR adds SingleStore database source and tools. The code is mostly based on MySQL source and tools, and it uses the same go-mysql driver. - https://github.com/singlestore-labs/singlestoredb-dev-image can be used to deploy a test SingleStore instance. In this PR the default port is set to 3308 so the command would be ```docker run \ -d --name singlestoredb-dev \ -e ROOT_PASSWORD="YOUR SINGLESTORE ROOT PASSWORD" \ -p 3308:3306 ghcr.io/singlestore-labs/singlestoredb-dev:latest ``` ## PR Checklist --- > Thank you for opening a Pull Request! Before submitting your PR, there are a > few things you can do to make sure it goes smoothly: - [x] Make sure you reviewed [CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md) - [x] Make sure to open an issue as a [bug/issue](https://github.com/googleapis/langchain-google-alloydb-pg-python/issues/new/choose) before writing your code! That way we can discuss the change, evaluate designs, and agree on the general idea - [x] Ensure the tests and linter pass - [x] Code coverage does not decrease (if any source code was changed) - [x] Appropriate docs were updated (if necessary) - [x] Make sure to add `!` if this involve a breaking change 🛠️ Fixes #1348 --------- Co-authored-by: Wenxin Du <117315983+duwenxin99@users.noreply.github.com> 40b9dba

…is#1333) ## Description --- - This PR adds SingleStore database source and tools. The code is mostly based on MySQL source and tools, and it uses the same go-mysql driver. - https://github.com/singlestore-labs/singlestoredb-dev-image can be used to deploy a test SingleStore instance. In this PR the default port is set to 3308 so the command would be ```docker run \ -d --name singlestoredb-dev \ -e ROOT_PASSWORD="YOUR SINGLESTORE ROOT PASSWORD" \ -p 3308:3306 ghcr.io/singlestore-labs/singlestoredb-dev:latest ``` ## PR Checklist --- > Thank you for opening a Pull Request! Before submitting your PR, there are a > few things you can do to make sure it goes smoothly: - [x] Make sure you reviewed [CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md) - [x] Make sure to open an issue as a [bug/issue](https://github.com/googleapis/langchain-google-alloydb-pg-python/issues/new/choose) before writing your code! That way we can discuss the change, evaluate designs, and agree on the general idea - [x] Ensure the tests and linter pass - [x] Code coverage does not decrease (if any source code was changed) - [x] Appropriate docs were updated (if necessary) - [x] Make sure to add `!` if this involve a breaking change 🛠️ Fixes googleapis#1348 --------- Co-authored-by: Wenxin Du <117315983+duwenxin99@users.noreply.github.com> 40b9dba

🤖 I have created a release *beep* *boop* --- ## [0.19.0](v0.18.0...v0.19.0) (2025-11-07) ### ⚠ BREAKING CHANGES * **tools/alloydbainl:** update AlloyDB AI NL statement order ([#1753](#1753)) * **tools/bigquery-get-dataset-info:** add allowed dataset support ([#1654](#1654)) ### Features * Support `excludeValues` for parameters ([#1818](#1818)) ([a8e98dc](a8e98dc)) * **elasticsearch:** Add Elasticsearch source and tools ([#1109](#1109)) ([5367285](5367285)) * **mindsdb:** Add MindsDB Source and Tools ([#878](#878)) ([1b2cca9](1b2cca9)) * **cloud-healthcare:** Add support for healthcare source, tool and prebuilt config ([#1853](#1853)) ([1f833fb](1f833fb)) * **singlestore:** Add SingleStore Source and Tools ([#1333](#1333)) ([40b9dba](40b9dba)) * **source/bigquery:** Add client cache for user-passed credentials ([#1119](#1119)) ([cf7012a](cf7012a)) * **source/bigquery:** Add service account impersonation support for bigquery ([#1641](#1641)) ([e09d182](e09d182)) * **tools/bigquery-analyze-contribution:** Add allowed dataset support ([#1675](#1675)) ([ef28e39](ef28e39)) * **tools/bigquery-get-dataset-info:** Add allowed dataset support ([#1654](#1654)) ([a2006ad](a2006ad)) * **tools/looker-run-dashboard:** New `run_dashboard` tool ([#1858](#1858)) ([30857c2](30857c2)) * **tools/looker-run-look:** Modify run_look to show query origin ([#1860](#1860)) ([991e539](991e539)) * **tools/looker:** Tools to retrieve the connections, schemas, databases, and column metadata from a looker system. ([#1804](#1804)) ([d7d1b03](d7d1b03)) * **tools/mongodb:** Make MongoDB tools' `filterParams` field optional ([#1614](#1614)) ([208ab92](208ab92)) * **tools/neo4j-execute-cypher:** Add dry_run parameter to validate Cypher queries ([#1769](#1769)) ([f475da6](f475da6)) * **tools/postgres-list-schemas:** Add new postgres-list-schemas tool ([#1741](#1741)) ([1a19cac](1a19cac)) * **tools/postgres-list-views:** Add new postgres-list-views tool ([#1709](#1709)) ([e8c7fe0](e8c7fe0)) * **tools/serverless-spark:** Add cancel-batch tool ([2881683](2881683)) * **tools/serverless-spark:** Add get_batch tool ([7ad1072](7ad1072)) * **tools/serverless-spark:** Add serverless-spark source with list_batches tool ([816dbce](816dbce)) ### Bug Fixes * Bigquery execute_sql to assign values to array ([#1884](#1884)) ([559e2a2](559e2a2)) * **cloudmonitoring:** Populate `authRequired` in tool manifest ([#1800](#1800)) ([954152c](954152c)) * Update debug logs statements ([#1828](#1828)) ([3cff915](3cff915)) * Instructions to quote filters that include commas ([#1794](#1794)) ([4b01720](4b01720)) * **source/cloud-sql-mssql:** Remove `ipAddress` field ([#1822](#1822)) ([38d535d](38d535d)) * **tools/alloydbainl:** AlloyDB AI NL execute_sql statement order ([#1753](#1753)) ([9723cad](9723cad)) * **tools/postgres-execute-sql:** Do not ignore SQL failure ([#1829](#1829)) ([8984287](8984287)) --- 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* --- ## [0.19.0](v0.18.0...v0.19.0) (2025-11-07) ### ⚠ BREAKING CHANGES * **tools/alloydbainl:** update AlloyDB AI NL statement order ([#1753](#1753)) * **tools/bigquery-get-dataset-info:** add allowed dataset support ([#1654](#1654)) ### Features * Support `excludeValues` for parameters ([#1818](#1818)) ([a8e98dc](a8e98dc)) * **elasticsearch:** Add Elasticsearch source and tools ([#1109](#1109)) ([5367285](5367285)) * **mindsdb:** Add MindsDB Source and Tools ([#878](#878)) ([1b2cca9](1b2cca9)) * **cloud-healthcare:** Add support for healthcare source, tool and prebuilt config ([#1853](#1853)) ([1f833fb](1f833fb)) * **singlestore:** Add SingleStore Source and Tools ([#1333](#1333)) ([40b9dba](40b9dba)) * **source/bigquery:** Add client cache for user-passed credentials ([#1119](#1119)) ([cf7012a](cf7012a)) * **source/bigquery:** Add service account impersonation support for bigquery ([#1641](#1641)) ([e09d182](e09d182)) * **tools/bigquery-analyze-contribution:** Add allowed dataset support ([#1675](#1675)) ([ef28e39](ef28e39)) * **tools/bigquery-get-dataset-info:** Add allowed dataset support ([#1654](#1654)) ([a2006ad](a2006ad)) * **tools/looker-run-dashboard:** New `run_dashboard` tool ([#1858](#1858)) ([30857c2](30857c2)) * **tools/looker-run-look:** Modify run_look to show query origin ([#1860](#1860)) ([991e539](991e539)) * **tools/looker:** Tools to retrieve the connections, schemas, databases, and column metadata from a looker system. ([#1804](#1804)) ([d7d1b03](d7d1b03)) * **tools/mongodb:** Make MongoDB tools' `filterParams` field optional ([#1614](#1614)) ([208ab92](208ab92)) * **tools/neo4j-execute-cypher:** Add dry_run parameter to validate Cypher queries ([#1769](#1769)) ([f475da6](f475da6)) * **tools/postgres-list-schemas:** Add new postgres-list-schemas tool ([#1741](#1741)) ([1a19cac](1a19cac)) * **tools/postgres-list-views:** Add new postgres-list-views tool ([#1709](#1709)) ([e8c7fe0](e8c7fe0)) * **tools/serverless-spark:** Add cancel-batch tool ([2881683](2881683)) * **tools/serverless-spark:** Add get_batch tool ([7ad1072](7ad1072)) * **tools/serverless-spark:** Add serverless-spark source with list_batches tool ([816dbce](816dbce)) ### Bug Fixes * Bigquery execute_sql to assign values to array ([#1884](#1884)) ([559e2a2](559e2a2)) * **cloudmonitoring:** Populate `authRequired` in tool manifest ([#1800](#1800)) ([954152c](954152c)) * Update debug logs statements ([#1828](#1828)) ([3cff915](3cff915)) * Instructions to quote filters that include commas ([#1794](#1794)) ([4b01720](4b01720)) * **source/cloud-sql-mssql:** Remove `ipAddress` field ([#1822](#1822)) ([38d535d](38d535d)) * **tools/alloydbainl:** AlloyDB AI NL execute_sql statement order ([#1753](#1753)) ([9723cad](9723cad)) * **tools/postgres-execute-sql:** Do not ignore SQL failure ([#1829](#1829)) ([8984287](8984287)) --- 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> 78c4a85

🤖 I have created a release *beep* *boop* --- ## [0.19.0](googleapis/genai-toolbox@v0.18.0...v0.19.0) (2025-11-07) ### ⚠ BREAKING CHANGES * **tools/alloydbainl:** update AlloyDB AI NL statement order ([googleapis#1753](googleapis#1753)) * **tools/bigquery-get-dataset-info:** add allowed dataset support ([googleapis#1654](googleapis#1654)) ### Features * Support `excludeValues` for parameters ([googleapis#1818](googleapis#1818)) ([a8e98dc](googleapis@a8e98dc)) * **elasticsearch:** Add Elasticsearch source and tools ([googleapis#1109](googleapis#1109)) ([5367285](googleapis@5367285)) * **mindsdb:** Add MindsDB Source and Tools ([googleapis#878](googleapis#878)) ([1b2cca9](googleapis@1b2cca9)) * **cloud-healthcare:** Add support for healthcare source, tool and prebuilt config ([googleapis#1853](googleapis#1853)) ([1f833fb](googleapis@1f833fb)) * **singlestore:** Add SingleStore Source and Tools ([googleapis#1333](googleapis#1333)) ([40b9dba](googleapis@40b9dba)) * **source/bigquery:** Add client cache for user-passed credentials ([googleapis#1119](googleapis#1119)) ([cf7012a](googleapis@cf7012a)) * **source/bigquery:** Add service account impersonation support for bigquery ([googleapis#1641](googleapis#1641)) ([e09d182](googleapis@e09d182)) * **tools/bigquery-analyze-contribution:** Add allowed dataset support ([googleapis#1675](googleapis#1675)) ([ef28e39](googleapis@ef28e39)) * **tools/bigquery-get-dataset-info:** Add allowed dataset support ([googleapis#1654](googleapis#1654)) ([a2006ad](googleapis@a2006ad)) * **tools/looker-run-dashboard:** New `run_dashboard` tool ([googleapis#1858](googleapis#1858)) ([30857c2](googleapis@30857c2)) * **tools/looker-run-look:** Modify run_look to show query origin ([googleapis#1860](googleapis#1860)) ([991e539](googleapis@991e539)) * **tools/looker:** Tools to retrieve the connections, schemas, databases, and column metadata from a looker system. ([googleapis#1804](googleapis#1804)) ([d7d1b03](googleapis@d7d1b03)) * **tools/mongodb:** Make MongoDB tools' `filterParams` field optional ([googleapis#1614](googleapis#1614)) ([208ab92](googleapis@208ab92)) * **tools/neo4j-execute-cypher:** Add dry_run parameter to validate Cypher queries ([googleapis#1769](googleapis#1769)) ([f475da6](googleapis@f475da6)) * **tools/postgres-list-schemas:** Add new postgres-list-schemas tool ([googleapis#1741](googleapis#1741)) ([1a19cac](googleapis@1a19cac)) * **tools/postgres-list-views:** Add new postgres-list-views tool ([googleapis#1709](googleapis#1709)) ([e8c7fe0](googleapis@e8c7fe0)) * **tools/serverless-spark:** Add cancel-batch tool ([2881683](googleapis@2881683)) * **tools/serverless-spark:** Add get_batch tool ([7ad1072](googleapis@7ad1072)) * **tools/serverless-spark:** Add serverless-spark source with list_batches tool ([816dbce](googleapis@816dbce)) ### Bug Fixes * Bigquery execute_sql to assign values to array ([googleapis#1884](googleapis#1884)) ([559e2a2](googleapis@559e2a2)) * **cloudmonitoring:** Populate `authRequired` in tool manifest ([googleapis#1800](googleapis#1800)) ([954152c](googleapis@954152c)) * Update debug logs statements ([googleapis#1828](googleapis#1828)) ([3cff915](googleapis@3cff915)) * Instructions to quote filters that include commas ([googleapis#1794](googleapis#1794)) ([4b01720](googleapis@4b01720)) * **source/cloud-sql-mssql:** Remove `ipAddress` field ([googleapis#1822](googleapis#1822)) ([38d535d](googleapis@38d535d)) * **tools/alloydbainl:** AlloyDB AI NL execute_sql statement order ([googleapis#1753](googleapis#1753)) ([9723cad](googleapis@9723cad)) * **tools/postgres-execute-sql:** Do not ignore SQL failure ([googleapis#1829](googleapis#1829)) ([8984287](googleapis@8984287)) --- 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> 78c4a85

🤖 I have created a release *beep* *boop* --- ## [0.19.1](v0.19.0...v0.19.1) (2025-11-07) ### ⚠ BREAKING CHANGES * **tools/alloydbainl:** update AlloyDB AI NL statement order ([#1753](#1753)) * **tools/bigquery-analyze-contribution:** Add allowed dataset support ([#1675](#1675)) ([ef28e39](ef28e39)) * **tools/bigquery-get-dataset-info:** add allowed dataset support ([#1654](#1654)) ### Features * Support `excludeValues` for parameters ([#1818](#1818)) ([a8e98dc](a8e98dc)) * **elasticsearch:** Add Elasticsearch source and tools ([#1109](#1109)) ([5367285](5367285)) * **mindsdb:** Add MindsDB Source and Tools ([#878](#878)) ([1b2cca9](1b2cca9)) * **cloud-healthcare:** Add support for healthcare source, tool and prebuilt config ([#1853](#1853)) ([1f833fb](1f833fb)) * **singlestore:** Add SingleStore Source and Tools ([#1333](#1333)) ([40b9dba](40b9dba)) * **source/bigquery:** Add client cache for user-passed credentials ([#1119](#1119)) ([cf7012a](cf7012a)) * **source/bigquery:** Add service account impersonation support for bigquery ([#1641](#1641)) ([e09d182](e09d182)) * **tools/bigquery-analyze-contribution:** Add allowed dataset support ([#1675](#1675)) ([ef28e39](ef28e39)) * **tools/bigquery-get-dataset-info:** Add allowed dataset support ([#1654](#1654)) ([a2006ad](a2006ad)) * **tools/looker-run-dashboard:** New `run_dashboard` tool ([#1858](#1858)) ([30857c2](30857c2)) * **tools/looker-run-look:** Modify run_look to show query origin ([#1860](#1860)) ([991e539](991e539)) * **tools/looker:** Tools to retrieve the connections, schemas, databases, and column metadata from a looker system. ([#1804](#1804)) ([d7d1b03](d7d1b03)) * **tools/mongodb:** Make MongoDB tools' `filterParams` field optional ([#1614](#1614)) ([208ab92](208ab92)) * **tools/neo4j-execute-cypher:** Add dry_run parameter to validate Cypher queries ([#1769](#1769)) ([f475da6](f475da6)) * **tools/postgres-list-schemas:** Add new postgres-list-schemas tool ([#1741](#1741)) ([1a19cac](1a19cac)) * **tools/postgres-list-views:** Add new postgres-list-views tool ([#1709](#1709)) ([e8c7fe0](e8c7fe0)) * **tools/serverless-spark:** Add cancel-batch tool ([#1827](https://github.com/googleapis/genai-toolbox/pull/1827))([2881683](https://github.com/googleapis/genai-toolbox/commit/28816832265250de97d84e6ba38bf6c35e040796)) * **tools/serverless-spark:** Add get_batch tool ([#1783](https://github.com/googleapis/genai-toolbox/pull/1783))([7ad1072](https://github.com/googleapis/genai-toolbox/commit/7ad10720b4638324cd77d8aa410cbd1ccf0cc93f)) * **tools/serverless-spark:** Add serverless-spark source with list_batches tool ([#1690](https://github.com/googleapis/genai-toolbox/pull/1690))([816dbce](https://github.com/googleapis/genai-toolbox/commit/816dbce268392046e54767732bd31488c6e89bdb)) ### Bug Fixes * Bigquery execute_sql to assign values to array ([#1884](#1884)) ([559e2a2](559e2a2)) * **cloudmonitoring:** Populate `authRequired` in tool manifest ([#1800](#1800)) ([954152c](954152c)) * Update debug logs statements ([#1828](#1828)) ([3cff915](3cff915)) * Instructions to quote filters that include commas ([#1794](#1794)) ([4b01720](4b01720)) * **source/cloud-sql-mssql:** Remove `ipAddress` field ([#1822](#1822)) ([38d535d](38d535d)) * **tools/alloydbainl:** AlloyDB AI NL execute_sql statement order ([#1753](#1753)) ([9723cad](9723cad)) * **tools/postgres-execute-sql:** Do not ignore SQL failure ([#1829](#1829)) ([8984287](8984287)) --- 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* --- ## [0.19.1](v0.19.0...v0.19.1) (2025-11-07) ### ⚠ BREAKING CHANGES * **tools/alloydbainl:** update AlloyDB AI NL statement order ([#1753](#1753)) * **tools/bigquery-analyze-contribution:** Add allowed dataset support ([#1675](#1675)) ([ef28e39](ef28e39)) * **tools/bigquery-get-dataset-info:** add allowed dataset support ([#1654](#1654)) ### Features * Support `excludeValues` for parameters ([#1818](#1818)) ([a8e98dc](a8e98dc)) * **elasticsearch:** Add Elasticsearch source and tools ([#1109](#1109)) ([5367285](5367285)) * **mindsdb:** Add MindsDB Source and Tools ([#878](#878)) ([1b2cca9](1b2cca9)) * **cloud-healthcare:** Add support for healthcare source, tool and prebuilt config ([#1853](#1853)) ([1f833fb](1f833fb)) * **singlestore:** Add SingleStore Source and Tools ([#1333](#1333)) ([40b9dba](40b9dba)) * **source/bigquery:** Add client cache for user-passed credentials ([#1119](#1119)) ([cf7012a](cf7012a)) * **source/bigquery:** Add service account impersonation support for bigquery ([#1641](#1641)) ([e09d182](e09d182)) * **tools/bigquery-analyze-contribution:** Add allowed dataset support ([#1675](#1675)) ([ef28e39](ef28e39)) * **tools/bigquery-get-dataset-info:** Add allowed dataset support ([#1654](#1654)) ([a2006ad](a2006ad)) * **tools/looker-run-dashboard:** New `run_dashboard` tool ([#1858](#1858)) ([30857c2](30857c2)) * **tools/looker-run-look:** Modify run_look to show query origin ([#1860](#1860)) ([991e539](991e539)) * **tools/looker:** Tools to retrieve the connections, schemas, databases, and column metadata from a looker system. ([#1804](#1804)) ([d7d1b03](d7d1b03)) * **tools/mongodb:** Make MongoDB tools' `filterParams` field optional ([#1614](#1614)) ([208ab92](208ab92)) * **tools/neo4j-execute-cypher:** Add dry_run parameter to validate Cypher queries ([#1769](#1769)) ([f475da6](f475da6)) * **tools/postgres-list-schemas:** Add new postgres-list-schemas tool ([#1741](#1741)) ([1a19cac](1a19cac)) * **tools/postgres-list-views:** Add new postgres-list-views tool ([#1709](#1709)) ([e8c7fe0](e8c7fe0)) * **tools/serverless-spark:** Add cancel-batch tool ([#1827](https://github.com/googleapis/genai-toolbox/pull/1827))([2881683](https://github.com/googleapis/genai-toolbox/commit/28816832265250de97d84e6ba38bf6c35e040796)) * **tools/serverless-spark:** Add get_batch tool ([#1783](https://github.com/googleapis/genai-toolbox/pull/1783))([7ad1072](https://github.com/googleapis/genai-toolbox/commit/7ad10720b4638324cd77d8aa410cbd1ccf0cc93f)) * **tools/serverless-spark:** Add serverless-spark source with list_batches tool ([#1690](https://github.com/googleapis/genai-toolbox/pull/1690))([816dbce](https://github.com/googleapis/genai-toolbox/commit/816dbce268392046e54767732bd31488c6e89bdb)) ### Bug Fixes * Bigquery execute_sql to assign values to array ([#1884](#1884)) ([559e2a2](559e2a2)) * **cloudmonitoring:** Populate `authRequired` in tool manifest ([#1800](#1800)) ([954152c](954152c)) * Update debug logs statements ([#1828](#1828)) ([3cff915](3cff915)) * Instructions to quote filters that include commas ([#1794](#1794)) ([4b01720](4b01720)) * **source/cloud-sql-mssql:** Remove `ipAddress` field ([#1822](#1822)) ([38d535d](38d535d)) * **tools/alloydbainl:** AlloyDB AI NL execute_sql statement order ([#1753](#1753)) ([9723cad](9723cad)) * **tools/postgres-execute-sql:** Do not ignore SQL failure ([#1829](#1829)) ([8984287](8984287)) --- 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> cd8d68d

🤖 I have created a release *beep* *boop* --- ## [0.19.1](googleapis/genai-toolbox@v0.19.0...v0.19.1) (2025-11-07) ### ⚠ BREAKING CHANGES * **tools/alloydbainl:** update AlloyDB AI NL statement order ([googleapis#1753](googleapis#1753)) * **tools/bigquery-analyze-contribution:** Add allowed dataset support ([googleapis#1675](googleapis#1675)) ([ef28e39](googleapis@ef28e39)) * **tools/bigquery-get-dataset-info:** add allowed dataset support ([googleapis#1654](googleapis#1654)) ### Features * Support `excludeValues` for parameters ([googleapis#1818](googleapis#1818)) ([a8e98dc](googleapis@a8e98dc)) * **elasticsearch:** Add Elasticsearch source and tools ([googleapis#1109](googleapis#1109)) ([5367285](googleapis@5367285)) * **mindsdb:** Add MindsDB Source and Tools ([googleapis#878](googleapis#878)) ([1b2cca9](googleapis@1b2cca9)) * **cloud-healthcare:** Add support for healthcare source, tool and prebuilt config ([googleapis#1853](googleapis#1853)) ([1f833fb](googleapis@1f833fb)) * **singlestore:** Add SingleStore Source and Tools ([googleapis#1333](googleapis#1333)) ([40b9dba](googleapis@40b9dba)) * **source/bigquery:** Add client cache for user-passed credentials ([googleapis#1119](googleapis#1119)) ([cf7012a](googleapis@cf7012a)) * **source/bigquery:** Add service account impersonation support for bigquery ([googleapis#1641](googleapis#1641)) ([e09d182](googleapis@e09d182)) * **tools/bigquery-analyze-contribution:** Add allowed dataset support ([googleapis#1675](googleapis#1675)) ([ef28e39](googleapis@ef28e39)) * **tools/bigquery-get-dataset-info:** Add allowed dataset support ([googleapis#1654](googleapis#1654)) ([a2006ad](googleapis@a2006ad)) * **tools/looker-run-dashboard:** New `run_dashboard` tool ([googleapis#1858](googleapis#1858)) ([30857c2](googleapis@30857c2)) * **tools/looker-run-look:** Modify run_look to show query origin ([googleapis#1860](googleapis#1860)) ([991e539](googleapis@991e539)) * **tools/looker:** Tools to retrieve the connections, schemas, databases, and column metadata from a looker system. ([googleapis#1804](googleapis#1804)) ([d7d1b03](googleapis@d7d1b03)) * **tools/mongodb:** Make MongoDB tools' `filterParams` field optional ([googleapis#1614](googleapis#1614)) ([208ab92](googleapis@208ab92)) * **tools/neo4j-execute-cypher:** Add dry_run parameter to validate Cypher queries ([googleapis#1769](googleapis#1769)) ([f475da6](googleapis@f475da6)) * **tools/postgres-list-schemas:** Add new postgres-list-schemas tool ([googleapis#1741](googleapis#1741)) ([1a19cac](googleapis@1a19cac)) * **tools/postgres-list-views:** Add new postgres-list-views tool ([googleapis#1709](googleapis#1709)) ([e8c7fe0](googleapis@e8c7fe0)) * **tools/serverless-spark:** Add cancel-batch tool ([googleapis#1827](https://github.com/googleapis/genai-toolbox/pull/1827))([2881683](https://github.com/googleapis/genai-toolbox/commit/28816832265250de97d84e6ba38bf6c35e040796)) * **tools/serverless-spark:** Add get_batch tool ([googleapis#1783](https://github.com/googleapis/genai-toolbox/pull/1783))([7ad1072](https://github.com/googleapis/genai-toolbox/commit/7ad10720b4638324cd77d8aa410cbd1ccf0cc93f)) * **tools/serverless-spark:** Add serverless-spark source with list_batches tool ([googleapis#1690](https://github.com/googleapis/genai-toolbox/pull/1690))([816dbce](https://github.com/googleapis/genai-toolbox/commit/816dbce268392046e54767732bd31488c6e89bdb)) ### Bug Fixes * Bigquery execute_sql to assign values to array ([googleapis#1884](googleapis#1884)) ([559e2a2](googleapis@559e2a2)) * **cloudmonitoring:** Populate `authRequired` in tool manifest ([googleapis#1800](googleapis#1800)) ([954152c](googleapis@954152c)) * Update debug logs statements ([googleapis#1828](googleapis#1828)) ([3cff915](googleapis@3cff915)) * Instructions to quote filters that include commas ([googleapis#1794](googleapis#1794)) ([4b01720](googleapis@4b01720)) * **source/cloud-sql-mssql:** Remove `ipAddress` field ([googleapis#1822](googleapis#1822)) ([38d535d](googleapis@38d535d)) * **tools/alloydbainl:** AlloyDB AI NL execute_sql statement order ([googleapis#1753](googleapis#1753)) ([9723cad](googleapis@9723cad)) * **tools/postgres-execute-sql:** Do not ignore SQL failure ([googleapis#1829](googleapis#1829)) ([8984287](googleapis@8984287)) --- 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> cd8d68d

## Description --- - This PR adds SingleStore database source and tools. The code is mostly based on MySQL source and tools, and it uses the same go-mysql driver. - https://github.com/singlestore-labs/singlestoredb-dev-image can be used to deploy a test SingleStore instance. In this PR the default port is set to 3308 so the command would be ```docker run \ -d --name singlestoredb-dev \ -e ROOT_PASSWORD="YOUR SINGLESTORE ROOT PASSWORD" \ -p 3308:3306 ghcr.io/singlestore-labs/singlestoredb-dev:latest ``` ## PR Checklist --- > Thank you for opening a Pull Request! Before submitting your PR, there are a > few things you can do to make sure it goes smoothly: - [x] Make sure you reviewed [CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md) - [x] Make sure to open an issue as a [bug/issue](https://github.com/googleapis/langchain-google-alloydb-pg-python/issues/new/choose) before writing your code! That way we can discuss the change, evaluate designs, and agree on the general idea - [x] Ensure the tests and linter pass - [x] Code coverage does not decrease (if any source code was changed) - [x] Appropriate docs were updated (if necessary) - [x] Make sure to add `!` if this involve a breaking change 🛠️ Fixes #1348 --------- Co-authored-by: Wenxin Du <117315983+duwenxin99@users.noreply.github.com>

🤖 I have created a release *beep* *boop* --- ## [0.19.0](v0.18.0...v0.19.0) (2025-11-07) ### ⚠ BREAKING CHANGES * **tools/alloydbainl:** update AlloyDB AI NL statement order ([#1753](#1753)) * **tools/bigquery-get-dataset-info:** add allowed dataset support ([#1654](#1654)) ### Features * Support `excludeValues` for parameters ([#1818](#1818)) ([a8e98dc](a8e98dc)) * **elasticsearch:** Add Elasticsearch source and tools ([#1109](#1109)) ([5367285](5367285)) * **mindsdb:** Add MindsDB Source and Tools ([#878](#878)) ([1b2cca9](1b2cca9)) * **cloud-healthcare:** Add support for healthcare source, tool and prebuilt config ([#1853](#1853)) ([1f833fb](1f833fb)) * **singlestore:** Add SingleStore Source and Tools ([#1333](#1333)) ([40b9dba](40b9dba)) * **source/bigquery:** Add client cache for user-passed credentials ([#1119](#1119)) ([cf7012a](cf7012a)) * **source/bigquery:** Add service account impersonation support for bigquery ([#1641](#1641)) ([e09d182](e09d182)) * **tools/bigquery-analyze-contribution:** Add allowed dataset support ([#1675](#1675)) ([ef28e39](ef28e39)) * **tools/bigquery-get-dataset-info:** Add allowed dataset support ([#1654](#1654)) ([a2006ad](a2006ad)) * **tools/looker-run-dashboard:** New `run_dashboard` tool ([#1858](#1858)) ([30857c2](30857c2)) * **tools/looker-run-look:** Modify run_look to show query origin ([#1860](#1860)) ([991e539](991e539)) * **tools/looker:** Tools to retrieve the connections, schemas, databases, and column metadata from a looker system. ([#1804](#1804)) ([d7d1b03](d7d1b03)) * **tools/mongodb:** Make MongoDB tools' `filterParams` field optional ([#1614](#1614)) ([208ab92](208ab92)) * **tools/neo4j-execute-cypher:** Add dry_run parameter to validate Cypher queries ([#1769](#1769)) ([f475da6](f475da6)) * **tools/postgres-list-schemas:** Add new postgres-list-schemas tool ([#1741](#1741)) ([1a19cac](1a19cac)) * **tools/postgres-list-views:** Add new postgres-list-views tool ([#1709](#1709)) ([e8c7fe0](e8c7fe0)) * **tools/serverless-spark:** Add cancel-batch tool ([2881683](2881683)) * **tools/serverless-spark:** Add get_batch tool ([7ad1072](7ad1072)) * **tools/serverless-spark:** Add serverless-spark source with list_batches tool ([816dbce](816dbce)) ### Bug Fixes * Bigquery execute_sql to assign values to array ([#1884](#1884)) ([559e2a2](559e2a2)) * **cloudmonitoring:** Populate `authRequired` in tool manifest ([#1800](#1800)) ([954152c](954152c)) * Update debug logs statements ([#1828](#1828)) ([3cff915](3cff915)) * Instructions to quote filters that include commas ([#1794](#1794)) ([4b01720](4b01720)) * **source/cloud-sql-mssql:** Remove `ipAddress` field ([#1822](#1822)) ([38d535d](38d535d)) * **tools/alloydbainl:** AlloyDB AI NL execute_sql statement order ([#1753](#1753)) ([9723cad](9723cad)) * **tools/postgres-execute-sql:** Do not ignore SQL failure ([#1829](#1829)) ([8984287](8984287)) --- 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* --- ## [0.19.1](v0.19.0...v0.19.1) (2025-11-07) ### ⚠ BREAKING CHANGES * **tools/alloydbainl:** update AlloyDB AI NL statement order ([#1753](#1753)) * **tools/bigquery-analyze-contribution:** Add allowed dataset support ([#1675](#1675)) ([ef28e39](ef28e39)) * **tools/bigquery-get-dataset-info:** add allowed dataset support ([#1654](#1654)) ### Features * Support `excludeValues` for parameters ([#1818](#1818)) ([a8e98dc](a8e98dc)) * **elasticsearch:** Add Elasticsearch source and tools ([#1109](#1109)) ([5367285](5367285)) * **mindsdb:** Add MindsDB Source and Tools ([#878](#878)) ([1b2cca9](1b2cca9)) * **cloud-healthcare:** Add support for healthcare source, tool and prebuilt config ([#1853](#1853)) ([1f833fb](1f833fb)) * **singlestore:** Add SingleStore Source and Tools ([#1333](#1333)) ([40b9dba](40b9dba)) * **source/bigquery:** Add client cache for user-passed credentials ([#1119](#1119)) ([cf7012a](cf7012a)) * **source/bigquery:** Add service account impersonation support for bigquery ([#1641](#1641)) ([e09d182](e09d182)) * **tools/bigquery-analyze-contribution:** Add allowed dataset support ([#1675](#1675)) ([ef28e39](ef28e39)) * **tools/bigquery-get-dataset-info:** Add allowed dataset support ([#1654](#1654)) ([a2006ad](a2006ad)) * **tools/looker-run-dashboard:** New `run_dashboard` tool ([#1858](#1858)) ([30857c2](30857c2)) * **tools/looker-run-look:** Modify run_look to show query origin ([#1860](#1860)) ([991e539](991e539)) * **tools/looker:** Tools to retrieve the connections, schemas, databases, and column metadata from a looker system. ([#1804](#1804)) ([d7d1b03](d7d1b03)) * **tools/mongodb:** Make MongoDB tools' `filterParams` field optional ([#1614](#1614)) ([208ab92](208ab92)) * **tools/neo4j-execute-cypher:** Add dry_run parameter to validate Cypher queries ([#1769](#1769)) ([f475da6](f475da6)) * **tools/postgres-list-schemas:** Add new postgres-list-schemas tool ([#1741](#1741)) ([1a19cac](1a19cac)) * **tools/postgres-list-views:** Add new postgres-list-views tool ([#1709](#1709)) ([e8c7fe0](e8c7fe0)) * **tools/serverless-spark:** Add cancel-batch tool ([#1827](https://github.com/googleapis/genai-toolbox/pull/1827))([2881683](https://github.com/googleapis/genai-toolbox/commit/28816832265250de97d84e6ba38bf6c35e040796)) * **tools/serverless-spark:** Add get_batch tool ([#1783](https://github.com/googleapis/genai-toolbox/pull/1783))([7ad1072](https://github.com/googleapis/genai-toolbox/commit/7ad10720b4638324cd77d8aa410cbd1ccf0cc93f)) * **tools/serverless-spark:** Add serverless-spark source with list_batches tool ([#1690](https://github.com/googleapis/genai-toolbox/pull/1690))([816dbce](https://github.com/googleapis/genai-toolbox/commit/816dbce268392046e54767732bd31488c6e89bdb)) ### Bug Fixes * Bigquery execute_sql to assign values to array ([#1884](#1884)) ([559e2a2](559e2a2)) * **cloudmonitoring:** Populate `authRequired` in tool manifest ([#1800](#1800)) ([954152c](954152c)) * Update debug logs statements ([#1828](#1828)) ([3cff915](3cff915)) * Instructions to quote filters that include commas ([#1794](#1794)) ([4b01720](4b01720)) * **source/cloud-sql-mssql:** Remove `ipAddress` field ([#1822](#1822)) ([38d535d](38d535d)) * **tools/alloydbainl:** AlloyDB AI NL execute_sql statement order ([#1753](#1753)) ([9723cad](9723cad)) * **tools/postgres-execute-sql:** Do not ignore SQL failure ([#1829](#1829)) ([8984287](8984287)) --- 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>

pmishchenko-ua requested a review from a team September 4, 2025 13:23

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pmishchenko-ua mentioned this pull request Sep 5, 2025

Add support of SingleStore database #1348

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Yuan325 assigned duwenxin99 and unassigned Yuan325 Sep 8, 2025

pmishchenko-ua force-pushed the singlestore-source branch from 98bc8c3 to 16f237a Compare September 16, 2025 10:56

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release-please bot mentioned this pull request Nov 7, 2025

chore(main): release 0.19.1 #1901

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mcp-toolbox 0.19.1 Homebrew/homebrew-core#253583

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github-actions bot mentioned this pull request Feb 20, 2026

feat(tools/looker): Enable Get All Lookml Tests tool for Looker Anthrino/genai-toolbox#3

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