fix(source/cloud-sql-mssql): remove ip address field - #1822

## Description

Removing the `ipAddress` field since it is not an input for Cloud SQL
SQL Server source.

Kept the variable in Source's config but removed this variable from
everywhere else in the code. This will PREVENT a breaking change since
the validator won't flag it as an "extra field".

**Will have to update the following as well:**
(1) Cloud docs
https://cloud.google.com/sql/docs/sqlserver/pre-built-tools-with-mcp-toolbox
(2) gemini-cli-extensions
https://github.com/gemini-cli-extensions/cloud-sql-sqlserver

## 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/genai-toolbox/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 #1549 38d535d

## Description

Removing the `ipAddress` field since it is not an input for Cloud SQL
SQL Server source.

Kept the variable in Source's config but removed this variable from
everywhere else in the code. This will PREVENT a breaking change since
the validator won't flag it as an "extra field".

**Will have to update the following as well:**
(1) Cloud docs
https://cloud.google.com/sql/docs/sqlserver/pre-built-tools-with-mcp-toolbox
(2) gemini-cli-extensions
https://github.com/gemini-cli-extensions/cloud-sql-sqlserver

## 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/genai-toolbox/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 #1549 38d535d

…pis#1822)

## Description

Removing the `ipAddress` field since it is not an input for Cloud SQL
SQL Server source.

Kept the variable in Source's config but removed this variable from
everywhere else in the code. This will PREVENT a breaking change since
the validator won't flag it as an "extra field".

**Will have to update the following as well:**
(1) Cloud docs
https://cloud.google.com/sql/docs/sqlserver/pre-built-tools-with-mcp-toolbox
(2) gemini-cli-extensions
https://github.com/gemini-cli-extensions/cloud-sql-sqlserver

## 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/genai-toolbox/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#1549 38d535d

…pis#1822)

## Description

Removing the `ipAddress` field since it is not an input for Cloud SQL
SQL Server source.

Kept the variable in Source's config but removed this variable from
everywhere else in the code. This will PREVENT a breaking change since
the validator won't flag it as an "extra field".

**Will have to update the following as well:**
(1) Cloud docs
https://cloud.google.com/sql/docs/sqlserver/pre-built-tools-with-mcp-toolbox
(2) gemini-cli-extensions
https://github.com/gemini-cli-extensions/cloud-sql-sqlserver

## 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/genai-toolbox/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#1549 38d535d

…pis#1822)

## Description

Removing the `ipAddress` field since it is not an input for Cloud SQL
SQL Server source.

Kept the variable in Source's config but removed this variable from
everywhere else in the code. This will PREVENT a breaking change since
the validator won't flag it as an "extra field".

**Will have to update the following as well:**
(1) Cloud docs
https://cloud.google.com/sql/docs/sqlserver/pre-built-tools-with-mcp-toolbox
(2) gemini-cli-extensions
https://github.com/gemini-cli-extensions/cloud-sql-sqlserver

## 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/genai-toolbox/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#1549 38d535d

…pis#1822)

## Description

Removing the `ipAddress` field since it is not an input for Cloud SQL
SQL Server source.

Kept the variable in Source's config but removed this variable from
everywhere else in the code. This will PREVENT a breaking change since
the validator won't flag it as an "extra field".

**Will have to update the following as well:**
(1) Cloud docs
https://cloud.google.com/sql/docs/sqlserver/pre-built-tools-with-mcp-toolbox
(2) gemini-cli-extensions
https://github.com/gemini-cli-extensions/cloud-sql-sqlserver

## 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/genai-toolbox/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#1549 38d535d

…pis#1822)

## Description

Removing the `ipAddress` field since it is not an input for Cloud SQL
SQL Server source.

Kept the variable in Source's config but removed this variable from
everywhere else in the code. This will PREVENT a breaking change since
the validator won't flag it as an "extra field".

**Will have to update the following as well:**
(1) Cloud docs
https://cloud.google.com/sql/docs/sqlserver/pre-built-tools-with-mcp-toolbox
(2) gemini-cli-extensions
https://github.com/gemini-cli-extensions/cloud-sql-sqlserver

## 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/genai-toolbox/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#1549 38d535d

…pis#1822)

## Description

Removing the `ipAddress` field since it is not an input for Cloud SQL
SQL Server source.

Kept the variable in Source's config but removed this variable from
everywhere else in the code. This will PREVENT a breaking change since
the validator won't flag it as an "extra field".

**Will have to update the following as well:**
(1) Cloud docs
https://cloud.google.com/sql/docs/sqlserver/pre-built-tools-with-mcp-toolbox
(2) gemini-cli-extensions
https://github.com/gemini-cli-extensions/cloud-sql-sqlserver

## 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/genai-toolbox/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#1549 38d535d

…pis#1822)

## Description

Removing the `ipAddress` field since it is not an input for Cloud SQL
SQL Server source.

Kept the variable in Source's config but removed this variable from
everywhere else in the code. This will PREVENT a breaking change since
the validator won't flag it as an "extra field".

**Will have to update the following as well:**
(1) Cloud docs
https://cloud.google.com/sql/docs/sqlserver/pre-built-tools-with-mcp-toolbox
(2) gemini-cli-extensions
https://github.com/gemini-cli-extensions/cloud-sql-sqlserver

## 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/genai-toolbox/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#1549 38d535d

## Description

Removing the `ipAddress` field since it is not an input for Cloud SQL
SQL Server source.

Kept the variable in Source's config but removed this variable from
everywhere else in the code. This will PREVENT a breaking change since
the validator won't flag it as an "extra field".

**Will have to update the following as well:**
(1) Cloud docs
https://cloud.google.com/sql/docs/sqlserver/pre-built-tools-with-mcp-toolbox
(2) gemini-cli-extensions
https://github.com/gemini-cli-extensions/cloud-sql-sqlserver

## 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/genai-toolbox/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#1549

🤖 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](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/mcp-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*
---

##
[0.19.0](googleapis/mcp-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](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/mcp-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

🤖 I have created a release *beep* *boop*
---

##
[0.19.1](googleapis/mcp-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

🤖 I have created a release *beep* *boop*
---

##
[0.19.1](googleapis/mcp-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

🤖 I have created a release *beep* *boop*
---

##
[0.19.1](googleapis/mcp-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

🤖 I have created a release *beep* *boop*
---

##
[0.19.1](googleapis/mcp-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

🤖 I have created a release *beep* *boop*
---

##
[0.19.1](googleapis/mcp-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

🤖 I have created a release *beep* *boop*
---

##
[0.19.1](googleapis/mcp-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

🤖 I have created a release *beep* *boop*
---

##
[0.19.1](googleapis/mcp-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

🤖 I have created a release *beep* *boop*
---

##
[0.19.1](googleapis/mcp-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

🤖 I have created a release *beep* *boop*
---

##
[0.19.1](googleapis/mcp-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

🤖 I have created a release *beep* *boop*
---

##
[0.19.1](googleapis/mcp-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

🤖 I have created a release *beep* *boop*
---

##
[0.19.1](googleapis/mcp-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

Removing the `ipAddress` field since it is not an input for Cloud SQL
SQL Server source.

Kept the variable in Source's config but removed this variable from
everywhere else in the code. This will PREVENT a breaking change since
the validator won't flag it as an "extra field".

**Will have to update the following as well:**
(1) Cloud docs
https://cloud.google.com/sql/docs/sqlserver/pre-built-tools-with-mcp-toolbox
(2) gemini-cli-extensions
https://github.com/gemini-cli-extensions/cloud-sql-sqlserver

## 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/genai-toolbox/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 #1549

🤖 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>

🤖 I have created a release *beep* *boop*
---


##
[0.19.0](googleapis/mcp-toolbox@v0.18.0...v0.19.0)
(2025-11-07)


### ⚠ BREAKING CHANGES

* **tools/alloydbainl:** update AlloyDB AI NL statement order
([#1753](googleapis/mcp-toolbox#1753))
* **tools/bigquery-get-dataset-info:** add allowed dataset support
([#1654](googleapis/mcp-toolbox#1654))

### Features

* Support `excludeValues` for parameters
([#1818](googleapis/mcp-toolbox#1818))
([a8e98dc](googleapis/mcp-toolbox@a8e98dc))
* **elasticsearch:** Add Elasticsearch source and tools
([#1109](googleapis/mcp-toolbox#1109))
([5367285](googleapis/mcp-toolbox@5367285))
* **mindsdb:** Add MindsDB Source and Tools
([#878](googleapis/mcp-toolbox#878))
([1b2cca9](googleapis/mcp-toolbox@1b2cca9))
* **cloud-healthcare:** Add support for healthcare source, tool and
prebuilt config
([#1853](googleapis/mcp-toolbox#1853))
([1f833fb](googleapis/mcp-toolbox@1f833fb))
* **singlestore:** Add SingleStore Source and Tools
([#1333](googleapis/mcp-toolbox#1333))
([40b9dba](googleapis/mcp-toolbox@40b9dba))
* **source/bigquery:** Add client cache for user-passed credentials
([#1119](googleapis/mcp-toolbox#1119))
([cf7012a](googleapis/mcp-toolbox@cf7012a))
* **source/bigquery:** Add service account impersonation support for
bigquery
([#1641](googleapis/mcp-toolbox#1641))
([e09d182](googleapis/mcp-toolbox@e09d182))
* **tools/bigquery-analyze-contribution:** Add allowed dataset support
([#1675](googleapis/mcp-toolbox#1675))
([ef28e39](googleapis/mcp-toolbox@ef28e39))
* **tools/bigquery-get-dataset-info:** Add allowed dataset support
([#1654](googleapis/mcp-toolbox#1654))
([a2006ad](googleapis/mcp-toolbox@a2006ad))
* **tools/looker-run-dashboard:** New `run_dashboard` tool
([#1858](googleapis/mcp-toolbox#1858))
([30857c2](googleapis/mcp-toolbox@30857c2))
* **tools/looker-run-look:** Modify run_look to show query origin
([#1860](googleapis/mcp-toolbox#1860))
([991e539](googleapis/mcp-toolbox@991e539))
* **tools/looker:** Tools to retrieve the connections, schemas,
databases, and column metadata from a looker system.
([#1804](googleapis/mcp-toolbox#1804))
([d7d1b03](googleapis/mcp-toolbox@d7d1b03))
* **tools/mongodb:** Make MongoDB tools' `filterParams` field optional
([#1614](googleapis/mcp-toolbox#1614))
([208ab92](googleapis/mcp-toolbox@208ab92))
* **tools/neo4j-execute-cypher:** Add dry_run parameter to validate
Cypher queries
([#1769](googleapis/mcp-toolbox#1769))
([f475da6](googleapis/mcp-toolbox@f475da6))
* **tools/postgres-list-schemas:** Add new postgres-list-schemas tool
([#1741](googleapis/mcp-toolbox#1741))
([1a19cac](googleapis/mcp-toolbox@1a19cac))
* **tools/postgres-list-views:** Add new postgres-list-views tool
([#1709](googleapis/mcp-toolbox#1709))
([e8c7fe0](googleapis/mcp-toolbox@e8c7fe0))
* **tools/serverless-spark:** Add cancel-batch tool
([2881683](googleapis/mcp-toolbox@2881683))
* **tools/serverless-spark:** Add get_batch tool
([7ad1072](googleapis/mcp-toolbox@7ad1072))
* **tools/serverless-spark:** Add serverless-spark source with
list_batches tool
([816dbce](googleapis/mcp-toolbox@816dbce))


### Bug Fixes

* Bigquery execute_sql to assign values to array
([#1884](googleapis/mcp-toolbox#1884))
([559e2a2](googleapis/mcp-toolbox@559e2a2))
* **cloudmonitoring:** Populate `authRequired` in tool manifest
([#1800](googleapis/mcp-toolbox#1800))
([954152c](googleapis/mcp-toolbox@954152c))
* Update debug logs statements
([#1828](googleapis/mcp-toolbox#1828))
([3cff915](googleapis/mcp-toolbox@3cff915))
* Instructions to quote filters that include commas
([#1794](googleapis/mcp-toolbox#1794))
([4b01720](googleapis/mcp-toolbox@4b01720))
* **source/cloud-sql-mssql:** Remove `ipAddress` field
([#1822](googleapis/mcp-toolbox#1822))
([38d535d](googleapis/mcp-toolbox@38d535d))
* **tools/alloydbainl:** AlloyDB AI NL execute_sql statement order
([#1753](googleapis/mcp-toolbox#1753))
([9723cad](googleapis/mcp-toolbox@9723cad))
* **tools/postgres-execute-sql:** Do not ignore SQL failure
([#1829](googleapis/mcp-toolbox#1829))
([8984287](googleapis/mcp-toolbox@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](googleapis/mcp-toolbox@v0.19.0...v0.19.1)
(2025-11-07)


### ⚠ BREAKING CHANGES

* **tools/alloydbainl:** update AlloyDB AI NL statement order
([#1753](googleapis/mcp-toolbox#1753))
* **tools/bigquery-analyze-contribution:** Add allowed dataset support
([#1675](googleapis/mcp-toolbox#1675))
([ef28e39](googleapis/mcp-toolbox@ef28e39))
* **tools/bigquery-get-dataset-info:** add allowed dataset support
([#1654](googleapis/mcp-toolbox#1654))

### Features

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