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fix(tools/neo4j): Implement value conversion for Neo4j types to JSON-compatible#1428

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Yuan325 merged 5 commits into
googleapis:mainfrom
nester-neo4j:fix-neo4j-types-serialization
Sep 15, 2025
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fix(tools/neo4j): Implement value conversion for Neo4j types to JSON-compatible#1428
Yuan325 merged 5 commits into
googleapis:mainfrom
nester-neo4j:fix-neo4j-types-serialization

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@nester-neo4j

@nester-neo4j nester-neo4j commented Sep 11, 2025

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This pull request introduces a utility function to standardize the conversion of Neo4j driver values into JSON-compatible types. The new ConvertValue function is added to the helpers package, and is now used in both the neo4jcypher and neo4jexecutecypher tools to ensure consistent output formatting. Comprehensive unit tests for this function are also included. Additionally, a new ValueType interface is defined to generalize Neo4j value stringification.

Helpers and Value Conversion:

  • Added the ConvertValue function to internal/tools/neo4j/neo4jschema/helpers/helpers.go to recursively convert Neo4j driver types (including nodes, relationships, paths, points, and temporal types) into JSON-compatible Go values. This ensures proper serialization of complex Neo4j types.
  • Defined a ValueType interface in internal/tools/neo4j/neo4jschema/types/types.go to generalize the stringification of Neo4j value types.

Integration with Tools:

  • Updated the Invoke methods in both neo4jcypher and neo4jexecutecypher tools to use helpers.ConvertValue when processing Neo4j query results, ensuring consistent and correct output formatting. [1] [2]
  • Added the necessary imports for the helpers package in the affected files. [1] [2] [3]

Testing:

  • Added extensive tests for ConvertValue in helpers_test.go, covering all supported Neo4j types, primitives, slices, maps, and unhandled types.
  • Included required imports in the test file for Neo4j driver and time handling.

Relates to: #1344

@nester-neo4j nester-neo4j requested a review from a team September 11, 2025 21:45
@nester-neo4j

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Hi @Yuan325 would you mind to take a look?

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Thank you for the fix! :)

@Yuan325

Yuan325 commented Sep 15, 2025

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/gcbrun

@Yuan325 Yuan325 added the tests: run Label to trigger Github Action tests. label Sep 15, 2025
@Yuan325 Yuan325 changed the title fix(neo4j): Implement value conversion for Neo4j types to JSON-compatible fix(tools/neo4j): Implement value conversion for Neo4j types to JSON-compatible Sep 15, 2025
@github-actions github-actions Bot removed the tests: run Label to trigger Github Action tests. label Sep 15, 2025
@Yuan325

Yuan325 commented Sep 15, 2025

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/gcbrun

@Yuan325 Yuan325 added the tests: run Label to trigger Github Action tests. label Sep 15, 2025
@github-actions github-actions Bot removed the tests: run Label to trigger Github Action tests. label Sep 15, 2025
@Yuan325 Yuan325 merged commit 4babc4e into googleapis:main Sep 15, 2025
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Thank you for the fix! :)
@Yuan325 You are welcome. Thank you for looking into it.

github-actions Bot pushed a commit to Jaleel-zhu/genai-toolbox that referenced this pull request Sep 15, 2025
…to JSON-compatible (googleapis#1428)

This pull request introduces a utility function to standardize the
conversion of Neo4j driver values into JSON-compatible types. The new
`ConvertValue` function is added to the `helpers` package, and is now
used in both the `neo4jcypher` and `neo4jexecutecypher` tools to ensure
consistent output formatting. Comprehensive unit tests for this function
are also included. Additionally, a new `ValueType` interface is defined
to generalize Neo4j value stringification.

**Helpers and Value Conversion:**

* Added the `ConvertValue` function to
`internal/tools/neo4j/neo4jschema/helpers/helpers.go` to recursively
convert Neo4j driver types (including nodes, relationships, paths,
points, and temporal types) into JSON-compatible Go values. This ensures
proper serialization of complex Neo4j types.
* Defined a `ValueType` interface in
`internal/tools/neo4j/neo4jschema/types/types.go` to generalize the
stringification of Neo4j value types.

**Integration with Tools:**

* Updated the `Invoke` methods in both `neo4jcypher` and
`neo4jexecutecypher` tools to use `helpers.ConvertValue` when processing
Neo4j query results, ensuring consistent and correct output formatting.
[[1]](diffhunk://#diff-b3e792b742cb92c92d1f5136b444c8fe0a7ec0376920868182dc88f13002e8eeL138-R139)
[[2]](diffhunk://#diff-de7fdd7e68c95ea9813c704a89fffb8fd6de34e81b43a484623fdff7683e18f3L160-R161)
* Added the necessary imports for the helpers package in the affected
files.
[[1]](diffhunk://#diff-b3e792b742cb92c92d1f5136b444c8fe0a7ec0376920868182dc88f13002e8eeR23)
[[2]](diffhunk://#diff-de7fdd7e68c95ea9813c704a89fffb8fd6de34e81b43a484623fdff7683e18f3R26)
[[3]](diffhunk://#diff-97a47eb63017102fc7084aa79689e22ef8cb6d1952945177058f118d57be306fR26)

**Testing:**

* Added extensive tests for `ConvertValue` in `helpers_test.go`,
covering all supported Neo4j types, primitives, slices, maps, and
unhandled types.
* Included required imports in the test file for Neo4j driver and time
handling.

**Relates to:**  googleapis#1344

Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com> 4babc4e
Yuan325 added a commit that referenced this pull request Sep 19, 2025
🤖 I have created a release *beep* *boop*
---


##
[0.15.0](v0.14.0...v0.15.0)
(2025-09-18)


### ⚠ BREAKING CHANGES

* **prebuilt:** update prebuilt tool names to use consistent guidance
([#1421](#1421))
* **tools/alloydb-wait-for-operation:** Add `alloydb-admin` source to
`alloydb-wait-for-operation` tool
([#1449](#1449))

### Features

* Add AlloyDB admin source
([#1369](#1369))
([33beb71](33beb71))
* Add Cloud monitoring source and tool
([#1311](#1311))
([d661f53](d661f53))
* Add YugabyteDB Source and Tool
([#732](#732))
([664711f](664711f))
* **prebuilt:** Update default values for prebuilt tools
([#1355](#1355))
([70e832b](70e832b))
* **prebuilt/cloud-sql:** Add list instances tool for cloudsql
([#1310](#1310))
([0171228](0171228))
* **prebuilt/cloud-sql:** Add cloud sql create database tool.
([#1453](#1453))
([a1bc044](a1bc044))
* **prebuilt/cloud-sql:** Add `cloud-sql-get-instances` tool
([#1383](#1383))
([77919c7](77919c7))
* **prebuilt/cloud-sql:** Add create user tool for cloud sql
([#1406](#1406))
([3a6b517](3a6b517))
* **prebuilt/cloud-sql:** Add list databases tool for cloud sql
([#1454](#1454))
([e6a6c61](e6a6c61))
* **prebuilt/cloud-sql:** Package cloud sql tools
([#1455](#1455))
([bf6266b](bf6266b))
* **prebuilt/cloud-sql-mssql:** Add create instance tool for mssql
([#1440](#1440))
([b176523](b176523))
* **prebuilt/cloud-sql-mysql:** Add create instance tool for Cloud SQL
MySQL ([#1434](#1434))
([15b628d](15b628d))
* **prebuilt/cloud-sql-mysql:** Add env var support for IP Type
([#1232](#1232))
([#1347](#1347))
([0cd3f16](0cd3f16))
* **prebuilt/cloudsqlpg:** Add cloud sql pg create instance tool
([#1403](#1403))
([d302499](d302499))
* **prebuilt/mysql:** Add a new tool to show query plan of a given query
in MySQL
([#1474](#1474))
([1a42e05](1a42e05))
* **prebuilt/mysql:** Add `queryParams` field in MySQL prebuilt config
([#1318](#1318))
([4b32c2a](4b32c2a))
* **prebuilt/neo4j:** Add prebuiltconfig support for neo4j
([#1352](#1352))
([f819e26](f819e26))
* **prebuilt/observability:** Add cloud sql observability tools
([#1425](#1425))
([236be89](236be89))
* **prebuilt/postgres:** Add postgres prebuilt tools
([#1473](#1473))
([edca9dc](edca9dc))
* **prebuilt/sqlite:** Prebuilt tools for the sqlite.
([#1227](#1227))
([681c2b4](681c2b4))
* **source/alloydb-admin:** Add user agent and attach alloydb api in
`alloydb-admin` source
([#1448](#1448))
([9710014](9710014))
* **source/bigquery:** Add support for datasets selection
([#1313](#1313))
([aa39724](aa39724))
* **source/cloud-monitoring:** Add support for user agent in cloud
monitoring source
([#1472](#1472))
([92680b1](92680b1))
* **source/cloud-sql-admin:** Add User agent and attach sqldmin in
`cloud-sql-admin` source.
([#1441](#1441))
([56b6574](56b6574))
* **source/cloudsqladmin:** Add cloud sql admin source
([#1408](#1408))
([4f46782](4f46782))
* **tool/cloudsql:** Add cloud sql wait for operation tool with
exponential backoff
([#1306](#1306))
([3aef2bb](3aef2bb))
* **tools/alloydb-create-cluster:** Add custom tool kind for AlloyDB
create cluster
([#1331](#1331))
([76bb876](76bb876))
* **tools/alloydb-create-instance:** Add new custom tool kind for
AlloyDB
([#1379](#1379))
([091cd9a](091cd9a))
* **tools/alloydb-create-user:** Add new custom tool kind for AlloyDB
create user
([#1380](#1380))
([ab3fd26](ab3fd26))
* **tools/alloydb-get-cluster:** Add new tool for AlloyDB
([#1420](#1420))
([c181dab](c181dab))
* **tools/alloydb-get-instance:** Add new for AlloyDB
([#1435](#1435))
([f2d9e3b](f2d9e3b))
* **tools/alloydb-get-user:** Add new tool for AlloyDB
([#1436](#1436))
([677254e](677254e))
* **tools/alloydb-list-cluster:** Add custom tool kind for AlloyDB
([#1319](#1319))
([d4a9eb0](d4a9eb0))
* **tools/alloydb-list-instances:** Add custom tool kind for AlloyDB
([#1357](#1357))
([93c1b30](93c1b30))
* **tools/alloydb-list-users:** Add new custom tool kind for AlloyDB
([#1377](#1377))
([3a8a65c](3a8a65c))
* **tools/bigquery-analyze-contribution:** Add analyze contribution tool
([#1223](#1223))
([81d239b](81d239b))
* **tools/bigquery-conversational-analytics:** Add allowed datasets
support
([#1411](#1411))
([345bd6a](345bd6a))
* **tools/bigquery-search-catalog:** Add new tool to BigQuery
([#1382](#1382))
([bffb39d](bffb39d))
* **tools/bigquery:** Add `useClientOAuth` to BigQuery prebuilt source
config
([#1431](#1431))
([fe2999a](fe2999a))
* **tools/clickhouse-list-databases:** Add `list-databases` tool to
clickhouse source
([#1274](#1274))
([e515d92](e515d92))
* **tools/firestore-get-rules:** Add `databaseId` to the Firestore
source and `firestore-get-rules` tool
([#1505](#1505))
([7450482](7450482))
* **tools/firestore:** Add `firestore-query` tool
([#1305](#1305))
([cce602f](cce602f))
* **tools/looker:** Query tracking for MCP Toolbox in Looker System
Activity views
([#1410](#1410))
([2036c8e](2036c8e))
* **tools/mssql-list-tables:** Add new tool for sql server
([#1433](#1433))
([b036047](b036047))
* **tools/mysql-list-active-queries:** Add a new tool to list ongoing
queries in a MySQL instance
([#1471](#1471))
([ed54cd6](ed54cd6))
* **tools/mysql-list-table-fragmentation:** Add a new tool to list table
fragmentation in a MySQL instance
([#1479](#1479))
([fe651d8](fe651d8))
* **tools/mysql-list-tables-missing-index:** Add a new tool to list
tables that do not have primary or unique keys in a MySQL instance
([#1493](#1493))
([9eb821a](9eb821a))
* **tools/mysql-list-tables:** Add new tool for MySQL
([#1287](#1287))
([6c8460b](6c8460b))
* **tools/postgres-list-active-queries:** Add new
`postgres-list-active-queries` tool
([#1400](#1400))
([b2b06c7](b2b06c7))
* **tools/postgres-list-tables:** Add new tool to postgres source
([#1284](#1284))
([71f360d](71f360d))
* **tools/spanner-list-tables:** Add new tool `spanner-list-tables`
([#1404](#1404))
([7d384dc](7d384dc))


### Bug Fixes

* **bigquery:** Add `Bearer` parsing to auth token
([#1386](#1386))
([b5f9780](b5f9780))
* **source/alloydb-admin, source/cloudsql-admin:** Post append new user
agent ([#1494](#1494))
([30f1d3a](30f1d3a))
* **tools/alloydb:** Update parameter names and set default description
for AlloyDB control plane tools
([#1468](#1468))
([6c140d7](6c140d7))
* **tools/bigquery-conversational-analytics:** Fix authentication scope
error in Cloud Run
([#1381](#1381))
([80b7488](80b7488))
* **tools/mysql-list-tables:** Update `mysql-list-tables` table_names
parameter with default value
([#1439](#1439))
([da24661](da24661))
* **tools/neo4j:** Implement value conversion for Neo4j types to
JSON-compatible
([#1428](#1428))
([4babc4e](4babc4e))
---
This PR was generated with [Release
Please](https://github.com/googleapis/release-please). See
[documentation](https://github.com/googleapis/release-please#release-please).

---------

Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>
Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
github-actions Bot pushed a commit that referenced this pull request Sep 19, 2025
🤖 I have created a release *beep* *boop*
---

##
[0.15.0](v0.14.0...v0.15.0)
(2025-09-18)

### ⚠ BREAKING CHANGES

* **prebuilt:** update prebuilt tool names to use consistent guidance
([#1421](#1421))
* **tools/alloydb-wait-for-operation:** Add `alloydb-admin` source to
`alloydb-wait-for-operation` tool
([#1449](#1449))

### Features

* Add AlloyDB admin source
([#1369](#1369))
([33beb71](33beb71))
* Add Cloud monitoring source and tool
([#1311](#1311))
([d661f53](d661f53))
* Add YugabyteDB Source and Tool
([#732](#732))
([664711f](664711f))
* **prebuilt:** Update default values for prebuilt tools
([#1355](#1355))
([70e832b](70e832b))
* **prebuilt/cloud-sql:** Add list instances tool for cloudsql
([#1310](#1310))
([0171228](0171228))
* **prebuilt/cloud-sql:** Add cloud sql create database tool.
([#1453](#1453))
([a1bc044](a1bc044))
* **prebuilt/cloud-sql:** Add `cloud-sql-get-instances` tool
([#1383](#1383))
([77919c7](77919c7))
* **prebuilt/cloud-sql:** Add create user tool for cloud sql
([#1406](#1406))
([3a6b517](3a6b517))
* **prebuilt/cloud-sql:** Add list databases tool for cloud sql
([#1454](#1454))
([e6a6c61](e6a6c61))
* **prebuilt/cloud-sql:** Package cloud sql tools
([#1455](#1455))
([bf6266b](bf6266b))
* **prebuilt/cloud-sql-mssql:** Add create instance tool for mssql
([#1440](#1440))
([b176523](b176523))
* **prebuilt/cloud-sql-mysql:** Add create instance tool for Cloud SQL
MySQL ([#1434](#1434))
([15b628d](15b628d))
* **prebuilt/cloud-sql-mysql:** Add env var support for IP Type
([#1232](#1232))
([#1347](#1347))
([0cd3f16](0cd3f16))
* **prebuilt/cloudsqlpg:** Add cloud sql pg create instance tool
([#1403](#1403))
([d302499](d302499))
* **prebuilt/mysql:** Add a new tool to show query plan of a given query
in MySQL
([#1474](#1474))
([1a42e05](1a42e05))
* **prebuilt/mysql:** Add `queryParams` field in MySQL prebuilt config
([#1318](#1318))
([4b32c2a](4b32c2a))
* **prebuilt/neo4j:** Add prebuiltconfig support for neo4j
([#1352](#1352))
([f819e26](f819e26))
* **prebuilt/observability:** Add cloud sql observability tools
([#1425](#1425))
([236be89](236be89))
* **prebuilt/postgres:** Add postgres prebuilt tools
([#1473](#1473))
([edca9dc](edca9dc))
* **prebuilt/sqlite:** Prebuilt tools for the sqlite.
([#1227](#1227))
([681c2b4](681c2b4))
* **source/alloydb-admin:** Add user agent and attach alloydb api in
`alloydb-admin` source
([#1448](#1448))
([9710014](9710014))
* **source/bigquery:** Add support for datasets selection
([#1313](#1313))
([aa39724](aa39724))
* **source/cloud-monitoring:** Add support for user agent in cloud
monitoring source
([#1472](#1472))
([92680b1](92680b1))
* **source/cloud-sql-admin:** Add User agent and attach sqldmin in
`cloud-sql-admin` source.
([#1441](#1441))
([56b6574](56b6574))
* **source/cloudsqladmin:** Add cloud sql admin source
([#1408](#1408))
([4f46782](4f46782))
* **tool/cloudsql:** Add cloud sql wait for operation tool with
exponential backoff
([#1306](#1306))
([3aef2bb](3aef2bb))
* **tools/alloydb-create-cluster:** Add custom tool kind for AlloyDB
create cluster
([#1331](#1331))
([76bb876](76bb876))
* **tools/alloydb-create-instance:** Add new custom tool kind for
AlloyDB
([#1379](#1379))
([091cd9a](091cd9a))
* **tools/alloydb-create-user:** Add new custom tool kind for AlloyDB
create user
([#1380](#1380))
([ab3fd26](ab3fd26))
* **tools/alloydb-get-cluster:** Add new tool for AlloyDB
([#1420](#1420))
([c181dab](c181dab))
* **tools/alloydb-get-instance:** Add new for AlloyDB
([#1435](#1435))
([f2d9e3b](f2d9e3b))
* **tools/alloydb-get-user:** Add new tool for AlloyDB
([#1436](#1436))
([677254e](677254e))
* **tools/alloydb-list-cluster:** Add custom tool kind for AlloyDB
([#1319](#1319))
([d4a9eb0](d4a9eb0))
* **tools/alloydb-list-instances:** Add custom tool kind for AlloyDB
([#1357](#1357))
([93c1b30](93c1b30))
* **tools/alloydb-list-users:** Add new custom tool kind for AlloyDB
([#1377](#1377))
([3a8a65c](3a8a65c))
* **tools/bigquery-analyze-contribution:** Add analyze contribution tool
([#1223](#1223))
([81d239b](81d239b))
* **tools/bigquery-conversational-analytics:** Add allowed datasets
support
([#1411](#1411))
([345bd6a](345bd6a))
* **tools/bigquery-search-catalog:** Add new tool to BigQuery
([#1382](#1382))
([bffb39d](bffb39d))
* **tools/bigquery:** Add `useClientOAuth` to BigQuery prebuilt source
config
([#1431](#1431))
([fe2999a](fe2999a))
* **tools/clickhouse-list-databases:** Add `list-databases` tool to
clickhouse source
([#1274](#1274))
([e515d92](e515d92))
* **tools/firestore-get-rules:** Add `databaseId` to the Firestore
source and `firestore-get-rules` tool
([#1505](#1505))
([7450482](7450482))
* **tools/firestore:** Add `firestore-query` tool
([#1305](#1305))
([cce602f](cce602f))
* **tools/looker:** Query tracking for MCP Toolbox in Looker System
Activity views
([#1410](#1410))
([2036c8e](2036c8e))
* **tools/mssql-list-tables:** Add new tool for sql server
([#1433](#1433))
([b036047](b036047))
* **tools/mysql-list-active-queries:** Add a new tool to list ongoing
queries in a MySQL instance
([#1471](#1471))
([ed54cd6](ed54cd6))
* **tools/mysql-list-table-fragmentation:** Add a new tool to list table
fragmentation in a MySQL instance
([#1479](#1479))
([fe651d8](fe651d8))
* **tools/mysql-list-tables-missing-index:** Add a new tool to list
tables that do not have primary or unique keys in a MySQL instance
([#1493](#1493))
([9eb821a](9eb821a))
* **tools/mysql-list-tables:** Add new tool for MySQL
([#1287](#1287))
([6c8460b](6c8460b))
* **tools/postgres-list-active-queries:** Add new
`postgres-list-active-queries` tool
([#1400](#1400))
([b2b06c7](b2b06c7))
* **tools/postgres-list-tables:** Add new tool to postgres source
([#1284](#1284))
([71f360d](71f360d))
* **tools/spanner-list-tables:** Add new tool `spanner-list-tables`
([#1404](#1404))
([7d384dc](7d384dc))

### Bug Fixes

* **bigquery:** Add `Bearer` parsing to auth token
([#1386](#1386))
([b5f9780](b5f9780))
* **source/alloydb-admin, source/cloudsql-admin:** Post append new user
agent ([#1494](#1494))
([30f1d3a](30f1d3a))
* **tools/alloydb:** Update parameter names and set default description
for AlloyDB control plane tools
([#1468](#1468))
([6c140d7](6c140d7))
* **tools/bigquery-conversational-analytics:** Fix authentication scope
error in Cloud Run
([#1381](#1381))
([80b7488](80b7488))
* **tools/mysql-list-tables:** Update `mysql-list-tables` table_names
parameter with default value
([#1439](#1439))
([da24661](da24661))
* **tools/neo4j:** Implement value conversion for Neo4j types to
JSON-compatible
([#1428](#1428))
([4babc4e](4babc4e))
---
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> c934d7a
github-actions Bot pushed a commit to renovate-bot/googleapis-_-genai-toolbox that referenced this pull request Sep 19, 2025
🤖 I have created a release *beep* *boop*
---

##
[0.15.0](googleapis/mcp-toolbox@v0.14.0...v0.15.0)
(2025-09-18)

### ⚠ BREAKING CHANGES

* **prebuilt:** update prebuilt tool names to use consistent guidance
([googleapis#1421](googleapis#1421))
* **tools/alloydb-wait-for-operation:** Add `alloydb-admin` source to
`alloydb-wait-for-operation` tool
([googleapis#1449](googleapis#1449))

### Features

* Add AlloyDB admin source
([googleapis#1369](googleapis#1369))
([33beb71](googleapis@33beb71))
* Add Cloud monitoring source and tool
([googleapis#1311](googleapis#1311))
([d661f53](googleapis@d661f53))
* Add YugabyteDB Source and Tool
([googleapis#732](googleapis#732))
([664711f](googleapis@664711f))
* **prebuilt:** Update default values for prebuilt tools
([googleapis#1355](googleapis#1355))
([70e832b](googleapis@70e832b))
* **prebuilt/cloud-sql:** Add list instances tool for cloudsql
([googleapis#1310](googleapis#1310))
([0171228](googleapis@0171228))
* **prebuilt/cloud-sql:** Add cloud sql create database tool.
([googleapis#1453](googleapis#1453))
([a1bc044](googleapis@a1bc044))
* **prebuilt/cloud-sql:** Add `cloud-sql-get-instances` tool
([googleapis#1383](googleapis#1383))
([77919c7](googleapis@77919c7))
* **prebuilt/cloud-sql:** Add create user tool for cloud sql
([googleapis#1406](googleapis#1406))
([3a6b517](googleapis@3a6b517))
* **prebuilt/cloud-sql:** Add list databases tool for cloud sql
([googleapis#1454](googleapis#1454))
([e6a6c61](googleapis@e6a6c61))
* **prebuilt/cloud-sql:** Package cloud sql tools
([googleapis#1455](googleapis#1455))
([bf6266b](googleapis@bf6266b))
* **prebuilt/cloud-sql-mssql:** Add create instance tool for mssql
([googleapis#1440](googleapis#1440))
([b176523](googleapis@b176523))
* **prebuilt/cloud-sql-mysql:** Add create instance tool for Cloud SQL
MySQL ([googleapis#1434](googleapis#1434))
([15b628d](googleapis@15b628d))
* **prebuilt/cloud-sql-mysql:** Add env var support for IP Type
([googleapis#1232](googleapis#1232))
([googleapis#1347](googleapis#1347))
([0cd3f16](googleapis@0cd3f16))
* **prebuilt/cloudsqlpg:** Add cloud sql pg create instance tool
([googleapis#1403](googleapis#1403))
([d302499](googleapis@d302499))
* **prebuilt/mysql:** Add a new tool to show query plan of a given query
in MySQL
([googleapis#1474](googleapis#1474))
([1a42e05](googleapis@1a42e05))
* **prebuilt/mysql:** Add `queryParams` field in MySQL prebuilt config
([googleapis#1318](googleapis#1318))
([4b32c2a](googleapis@4b32c2a))
* **prebuilt/neo4j:** Add prebuiltconfig support for neo4j
([googleapis#1352](googleapis#1352))
([f819e26](googleapis@f819e26))
* **prebuilt/observability:** Add cloud sql observability tools
([googleapis#1425](googleapis#1425))
([236be89](googleapis@236be89))
* **prebuilt/postgres:** Add postgres prebuilt tools
([googleapis#1473](googleapis#1473))
([edca9dc](googleapis@edca9dc))
* **prebuilt/sqlite:** Prebuilt tools for the sqlite.
([googleapis#1227](googleapis#1227))
([681c2b4](googleapis@681c2b4))
* **source/alloydb-admin:** Add user agent and attach alloydb api in
`alloydb-admin` source
([googleapis#1448](googleapis#1448))
([9710014](googleapis@9710014))
* **source/bigquery:** Add support for datasets selection
([googleapis#1313](googleapis#1313))
([aa39724](googleapis@aa39724))
* **source/cloud-monitoring:** Add support for user agent in cloud
monitoring source
([googleapis#1472](googleapis#1472))
([92680b1](googleapis@92680b1))
* **source/cloud-sql-admin:** Add User agent and attach sqldmin in
`cloud-sql-admin` source.
([googleapis#1441](googleapis#1441))
([56b6574](googleapis@56b6574))
* **source/cloudsqladmin:** Add cloud sql admin source
([googleapis#1408](googleapis#1408))
([4f46782](googleapis@4f46782))
* **tool/cloudsql:** Add cloud sql wait for operation tool with
exponential backoff
([googleapis#1306](googleapis#1306))
([3aef2bb](googleapis@3aef2bb))
* **tools/alloydb-create-cluster:** Add custom tool kind for AlloyDB
create cluster
([googleapis#1331](googleapis#1331))
([76bb876](googleapis@76bb876))
* **tools/alloydb-create-instance:** Add new custom tool kind for
AlloyDB
([googleapis#1379](googleapis#1379))
([091cd9a](googleapis@091cd9a))
* **tools/alloydb-create-user:** Add new custom tool kind for AlloyDB
create user
([googleapis#1380](googleapis#1380))
([ab3fd26](googleapis@ab3fd26))
* **tools/alloydb-get-cluster:** Add new tool for AlloyDB
([googleapis#1420](googleapis#1420))
([c181dab](googleapis@c181dab))
* **tools/alloydb-get-instance:** Add new for AlloyDB
([googleapis#1435](googleapis#1435))
([f2d9e3b](googleapis@f2d9e3b))
* **tools/alloydb-get-user:** Add new tool for AlloyDB
([googleapis#1436](googleapis#1436))
([677254e](googleapis@677254e))
* **tools/alloydb-list-cluster:** Add custom tool kind for AlloyDB
([googleapis#1319](googleapis#1319))
([d4a9eb0](googleapis@d4a9eb0))
* **tools/alloydb-list-instances:** Add custom tool kind for AlloyDB
([googleapis#1357](googleapis#1357))
([93c1b30](googleapis@93c1b30))
* **tools/alloydb-list-users:** Add new custom tool kind for AlloyDB
([googleapis#1377](googleapis#1377))
([3a8a65c](googleapis@3a8a65c))
* **tools/bigquery-analyze-contribution:** Add analyze contribution tool
([googleapis#1223](googleapis#1223))
([81d239b](googleapis@81d239b))
* **tools/bigquery-conversational-analytics:** Add allowed datasets
support
([googleapis#1411](googleapis#1411))
([345bd6a](googleapis@345bd6a))
* **tools/bigquery-search-catalog:** Add new tool to BigQuery
([googleapis#1382](googleapis#1382))
([bffb39d](googleapis@bffb39d))
* **tools/bigquery:** Add `useClientOAuth` to BigQuery prebuilt source
config
([googleapis#1431](googleapis#1431))
([fe2999a](googleapis@fe2999a))
* **tools/clickhouse-list-databases:** Add `list-databases` tool to
clickhouse source
([googleapis#1274](googleapis#1274))
([e515d92](googleapis@e515d92))
* **tools/firestore-get-rules:** Add `databaseId` to the Firestore
source and `firestore-get-rules` tool
([googleapis#1505](googleapis#1505))
([7450482](googleapis@7450482))
* **tools/firestore:** Add `firestore-query` tool
([googleapis#1305](googleapis#1305))
([cce602f](googleapis@cce602f))
* **tools/looker:** Query tracking for MCP Toolbox in Looker System
Activity views
([googleapis#1410](googleapis#1410))
([2036c8e](googleapis@2036c8e))
* **tools/mssql-list-tables:** Add new tool for sql server
([googleapis#1433](googleapis#1433))
([b036047](googleapis@b036047))
* **tools/mysql-list-active-queries:** Add a new tool to list ongoing
queries in a MySQL instance
([googleapis#1471](googleapis#1471))
([ed54cd6](googleapis@ed54cd6))
* **tools/mysql-list-table-fragmentation:** Add a new tool to list table
fragmentation in a MySQL instance
([googleapis#1479](googleapis#1479))
([fe651d8](googleapis@fe651d8))
* **tools/mysql-list-tables-missing-index:** Add a new tool to list
tables that do not have primary or unique keys in a MySQL instance
([googleapis#1493](googleapis#1493))
([9eb821a](googleapis@9eb821a))
* **tools/mysql-list-tables:** Add new tool for MySQL
([googleapis#1287](googleapis#1287))
([6c8460b](googleapis@6c8460b))
* **tools/postgres-list-active-queries:** Add new
`postgres-list-active-queries` tool
([googleapis#1400](googleapis#1400))
([b2b06c7](googleapis@b2b06c7))
* **tools/postgres-list-tables:** Add new tool to postgres source
([googleapis#1284](googleapis#1284))
([71f360d](googleapis@71f360d))
* **tools/spanner-list-tables:** Add new tool `spanner-list-tables`
([googleapis#1404](googleapis#1404))
([7d384dc](googleapis@7d384dc))

### Bug Fixes

* **bigquery:** Add `Bearer` parsing to auth token
([googleapis#1386](googleapis#1386))
([b5f9780](googleapis@b5f9780))
* **source/alloydb-admin, source/cloudsql-admin:** Post append new user
agent ([googleapis#1494](googleapis#1494))
([30f1d3a](googleapis@30f1d3a))
* **tools/alloydb:** Update parameter names and set default description
for AlloyDB control plane tools
([googleapis#1468](googleapis#1468))
([6c140d7](googleapis@6c140d7))
* **tools/bigquery-conversational-analytics:** Fix authentication scope
error in Cloud Run
([googleapis#1381](googleapis#1381))
([80b7488](googleapis@80b7488))
* **tools/mysql-list-tables:** Update `mysql-list-tables` table_names
parameter with default value
([googleapis#1439](googleapis#1439))
([da24661](googleapis@da24661))
* **tools/neo4j:** Implement value conversion for Neo4j types to
JSON-compatible
([googleapis#1428](googleapis#1428))
([4babc4e](googleapis@4babc4e))
---
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> c934d7a
github-actions Bot pushed a commit to Jaleel-zhu/genai-toolbox that referenced this pull request Sep 19, 2025
🤖 I have created a release *beep* *boop*
---

##
[0.15.0](googleapis/mcp-toolbox@v0.14.0...v0.15.0)
(2025-09-18)

### ⚠ BREAKING CHANGES

* **prebuilt:** update prebuilt tool names to use consistent guidance
([googleapis#1421](googleapis#1421))
* **tools/alloydb-wait-for-operation:** Add `alloydb-admin` source to
`alloydb-wait-for-operation` tool
([googleapis#1449](googleapis#1449))

### Features

* Add AlloyDB admin source
([googleapis#1369](googleapis#1369))
([33beb71](googleapis@33beb71))
* Add Cloud monitoring source and tool
([googleapis#1311](googleapis#1311))
([d661f53](googleapis@d661f53))
* Add YugabyteDB Source and Tool
([googleapis#732](googleapis#732))
([664711f](googleapis@664711f))
* **prebuilt:** Update default values for prebuilt tools
([googleapis#1355](googleapis#1355))
([70e832b](googleapis@70e832b))
* **prebuilt/cloud-sql:** Add list instances tool for cloudsql
([googleapis#1310](googleapis#1310))
([0171228](googleapis@0171228))
* **prebuilt/cloud-sql:** Add cloud sql create database tool.
([googleapis#1453](googleapis#1453))
([a1bc044](googleapis@a1bc044))
* **prebuilt/cloud-sql:** Add `cloud-sql-get-instances` tool
([googleapis#1383](googleapis#1383))
([77919c7](googleapis@77919c7))
* **prebuilt/cloud-sql:** Add create user tool for cloud sql
([googleapis#1406](googleapis#1406))
([3a6b517](googleapis@3a6b517))
* **prebuilt/cloud-sql:** Add list databases tool for cloud sql
([googleapis#1454](googleapis#1454))
([e6a6c61](googleapis@e6a6c61))
* **prebuilt/cloud-sql:** Package cloud sql tools
([googleapis#1455](googleapis#1455))
([bf6266b](googleapis@bf6266b))
* **prebuilt/cloud-sql-mssql:** Add create instance tool for mssql
([googleapis#1440](googleapis#1440))
([b176523](googleapis@b176523))
* **prebuilt/cloud-sql-mysql:** Add create instance tool for Cloud SQL
MySQL ([googleapis#1434](googleapis#1434))
([15b628d](googleapis@15b628d))
* **prebuilt/cloud-sql-mysql:** Add env var support for IP Type
([googleapis#1232](googleapis#1232))
([googleapis#1347](googleapis#1347))
([0cd3f16](googleapis@0cd3f16))
* **prebuilt/cloudsqlpg:** Add cloud sql pg create instance tool
([googleapis#1403](googleapis#1403))
([d302499](googleapis@d302499))
* **prebuilt/mysql:** Add a new tool to show query plan of a given query
in MySQL
([googleapis#1474](googleapis#1474))
([1a42e05](googleapis@1a42e05))
* **prebuilt/mysql:** Add `queryParams` field in MySQL prebuilt config
([googleapis#1318](googleapis#1318))
([4b32c2a](googleapis@4b32c2a))
* **prebuilt/neo4j:** Add prebuiltconfig support for neo4j
([googleapis#1352](googleapis#1352))
([f819e26](googleapis@f819e26))
* **prebuilt/observability:** Add cloud sql observability tools
([googleapis#1425](googleapis#1425))
([236be89](googleapis@236be89))
* **prebuilt/postgres:** Add postgres prebuilt tools
([googleapis#1473](googleapis#1473))
([edca9dc](googleapis@edca9dc))
* **prebuilt/sqlite:** Prebuilt tools for the sqlite.
([googleapis#1227](googleapis#1227))
([681c2b4](googleapis@681c2b4))
* **source/alloydb-admin:** Add user agent and attach alloydb api in
`alloydb-admin` source
([googleapis#1448](googleapis#1448))
([9710014](googleapis@9710014))
* **source/bigquery:** Add support for datasets selection
([googleapis#1313](googleapis#1313))
([aa39724](googleapis@aa39724))
* **source/cloud-monitoring:** Add support for user agent in cloud
monitoring source
([googleapis#1472](googleapis#1472))
([92680b1](googleapis@92680b1))
* **source/cloud-sql-admin:** Add User agent and attach sqldmin in
`cloud-sql-admin` source.
([googleapis#1441](googleapis#1441))
([56b6574](googleapis@56b6574))
* **source/cloudsqladmin:** Add cloud sql admin source
([googleapis#1408](googleapis#1408))
([4f46782](googleapis@4f46782))
* **tool/cloudsql:** Add cloud sql wait for operation tool with
exponential backoff
([googleapis#1306](googleapis#1306))
([3aef2bb](googleapis@3aef2bb))
* **tools/alloydb-create-cluster:** Add custom tool kind for AlloyDB
create cluster
([googleapis#1331](googleapis#1331))
([76bb876](googleapis@76bb876))
* **tools/alloydb-create-instance:** Add new custom tool kind for
AlloyDB
([googleapis#1379](googleapis#1379))
([091cd9a](googleapis@091cd9a))
* **tools/alloydb-create-user:** Add new custom tool kind for AlloyDB
create user
([googleapis#1380](googleapis#1380))
([ab3fd26](googleapis@ab3fd26))
* **tools/alloydb-get-cluster:** Add new tool for AlloyDB
([googleapis#1420](googleapis#1420))
([c181dab](googleapis@c181dab))
* **tools/alloydb-get-instance:** Add new for AlloyDB
([googleapis#1435](googleapis#1435))
([f2d9e3b](googleapis@f2d9e3b))
* **tools/alloydb-get-user:** Add new tool for AlloyDB
([googleapis#1436](googleapis#1436))
([677254e](googleapis@677254e))
* **tools/alloydb-list-cluster:** Add custom tool kind for AlloyDB
([googleapis#1319](googleapis#1319))
([d4a9eb0](googleapis@d4a9eb0))
* **tools/alloydb-list-instances:** Add custom tool kind for AlloyDB
([googleapis#1357](googleapis#1357))
([93c1b30](googleapis@93c1b30))
* **tools/alloydb-list-users:** Add new custom tool kind for AlloyDB
([googleapis#1377](googleapis#1377))
([3a8a65c](googleapis@3a8a65c))
* **tools/bigquery-analyze-contribution:** Add analyze contribution tool
([googleapis#1223](googleapis#1223))
([81d239b](googleapis@81d239b))
* **tools/bigquery-conversational-analytics:** Add allowed datasets
support
([googleapis#1411](googleapis#1411))
([345bd6a](googleapis@345bd6a))
* **tools/bigquery-search-catalog:** Add new tool to BigQuery
([googleapis#1382](googleapis#1382))
([bffb39d](googleapis@bffb39d))
* **tools/bigquery:** Add `useClientOAuth` to BigQuery prebuilt source
config
([googleapis#1431](googleapis#1431))
([fe2999a](googleapis@fe2999a))
* **tools/clickhouse-list-databases:** Add `list-databases` tool to
clickhouse source
([googleapis#1274](googleapis#1274))
([e515d92](googleapis@e515d92))
* **tools/firestore-get-rules:** Add `databaseId` to the Firestore
source and `firestore-get-rules` tool
([googleapis#1505](googleapis#1505))
([7450482](googleapis@7450482))
* **tools/firestore:** Add `firestore-query` tool
([googleapis#1305](googleapis#1305))
([cce602f](googleapis@cce602f))
* **tools/looker:** Query tracking for MCP Toolbox in Looker System
Activity views
([googleapis#1410](googleapis#1410))
([2036c8e](googleapis@2036c8e))
* **tools/mssql-list-tables:** Add new tool for sql server
([googleapis#1433](googleapis#1433))
([b036047](googleapis@b036047))
* **tools/mysql-list-active-queries:** Add a new tool to list ongoing
queries in a MySQL instance
([googleapis#1471](googleapis#1471))
([ed54cd6](googleapis@ed54cd6))
* **tools/mysql-list-table-fragmentation:** Add a new tool to list table
fragmentation in a MySQL instance
([googleapis#1479](googleapis#1479))
([fe651d8](googleapis@fe651d8))
* **tools/mysql-list-tables-missing-index:** Add a new tool to list
tables that do not have primary or unique keys in a MySQL instance
([googleapis#1493](googleapis#1493))
([9eb821a](googleapis@9eb821a))
* **tools/mysql-list-tables:** Add new tool for MySQL
([googleapis#1287](googleapis#1287))
([6c8460b](googleapis@6c8460b))
* **tools/postgres-list-active-queries:** Add new
`postgres-list-active-queries` tool
([googleapis#1400](googleapis#1400))
([b2b06c7](googleapis@b2b06c7))
* **tools/postgres-list-tables:** Add new tool to postgres source
([googleapis#1284](googleapis#1284))
([71f360d](googleapis@71f360d))
* **tools/spanner-list-tables:** Add new tool `spanner-list-tables`
([googleapis#1404](googleapis#1404))
([7d384dc](googleapis@7d384dc))

### Bug Fixes

* **bigquery:** Add `Bearer` parsing to auth token
([googleapis#1386](googleapis#1386))
([b5f9780](googleapis@b5f9780))
* **source/alloydb-admin, source/cloudsql-admin:** Post append new user
agent ([googleapis#1494](googleapis#1494))
([30f1d3a](googleapis@30f1d3a))
* **tools/alloydb:** Update parameter names and set default description
for AlloyDB control plane tools
([googleapis#1468](googleapis#1468))
([6c140d7](googleapis@6c140d7))
* **tools/bigquery-conversational-analytics:** Fix authentication scope
error in Cloud Run
([googleapis#1381](googleapis#1381))
([80b7488](googleapis@80b7488))
* **tools/mysql-list-tables:** Update `mysql-list-tables` table_names
parameter with default value
([googleapis#1439](googleapis#1439))
([da24661](googleapis@da24661))
* **tools/neo4j:** Implement value conversion for Neo4j types to
JSON-compatible
([googleapis#1428](googleapis#1428))
([4babc4e](googleapis@4babc4e))
---
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> c934d7a
github-actions Bot pushed a commit to bhardwajRahul/genai-toolbox that referenced this pull request Sep 19, 2025
🤖 I have created a release *beep* *boop*
---

##
[0.15.0](googleapis/mcp-toolbox@v0.14.0...v0.15.0)
(2025-09-18)

### ⚠ BREAKING CHANGES

* **prebuilt:** update prebuilt tool names to use consistent guidance
([googleapis#1421](googleapis#1421))
* **tools/alloydb-wait-for-operation:** Add `alloydb-admin` source to
`alloydb-wait-for-operation` tool
([googleapis#1449](googleapis#1449))

### Features

* Add AlloyDB admin source
([googleapis#1369](googleapis#1369))
([33beb71](googleapis@33beb71))
* Add Cloud monitoring source and tool
([googleapis#1311](googleapis#1311))
([d661f53](googleapis@d661f53))
* Add YugabyteDB Source and Tool
([googleapis#732](googleapis#732))
([664711f](googleapis@664711f))
* **prebuilt:** Update default values for prebuilt tools
([googleapis#1355](googleapis#1355))
([70e832b](googleapis@70e832b))
* **prebuilt/cloud-sql:** Add list instances tool for cloudsql
([googleapis#1310](googleapis#1310))
([0171228](googleapis@0171228))
* **prebuilt/cloud-sql:** Add cloud sql create database tool.
([googleapis#1453](googleapis#1453))
([a1bc044](googleapis@a1bc044))
* **prebuilt/cloud-sql:** Add `cloud-sql-get-instances` tool
([googleapis#1383](googleapis#1383))
([77919c7](googleapis@77919c7))
* **prebuilt/cloud-sql:** Add create user tool for cloud sql
([googleapis#1406](googleapis#1406))
([3a6b517](googleapis@3a6b517))
* **prebuilt/cloud-sql:** Add list databases tool for cloud sql
([googleapis#1454](googleapis#1454))
([e6a6c61](googleapis@e6a6c61))
* **prebuilt/cloud-sql:** Package cloud sql tools
([googleapis#1455](googleapis#1455))
([bf6266b](googleapis@bf6266b))
* **prebuilt/cloud-sql-mssql:** Add create instance tool for mssql
([googleapis#1440](googleapis#1440))
([b176523](googleapis@b176523))
* **prebuilt/cloud-sql-mysql:** Add create instance tool for Cloud SQL
MySQL ([googleapis#1434](googleapis#1434))
([15b628d](googleapis@15b628d))
* **prebuilt/cloud-sql-mysql:** Add env var support for IP Type
([googleapis#1232](googleapis#1232))
([googleapis#1347](googleapis#1347))
([0cd3f16](googleapis@0cd3f16))
* **prebuilt/cloudsqlpg:** Add cloud sql pg create instance tool
([googleapis#1403](googleapis#1403))
([d302499](googleapis@d302499))
* **prebuilt/mysql:** Add a new tool to show query plan of a given query
in MySQL
([googleapis#1474](googleapis#1474))
([1a42e05](googleapis@1a42e05))
* **prebuilt/mysql:** Add `queryParams` field in MySQL prebuilt config
([googleapis#1318](googleapis#1318))
([4b32c2a](googleapis@4b32c2a))
* **prebuilt/neo4j:** Add prebuiltconfig support for neo4j
([googleapis#1352](googleapis#1352))
([f819e26](googleapis@f819e26))
* **prebuilt/observability:** Add cloud sql observability tools
([googleapis#1425](googleapis#1425))
([236be89](googleapis@236be89))
* **prebuilt/postgres:** Add postgres prebuilt tools
([googleapis#1473](googleapis#1473))
([edca9dc](googleapis@edca9dc))
* **prebuilt/sqlite:** Prebuilt tools for the sqlite.
([googleapis#1227](googleapis#1227))
([681c2b4](googleapis@681c2b4))
* **source/alloydb-admin:** Add user agent and attach alloydb api in
`alloydb-admin` source
([googleapis#1448](googleapis#1448))
([9710014](googleapis@9710014))
* **source/bigquery:** Add support for datasets selection
([googleapis#1313](googleapis#1313))
([aa39724](googleapis@aa39724))
* **source/cloud-monitoring:** Add support for user agent in cloud
monitoring source
([googleapis#1472](googleapis#1472))
([92680b1](googleapis@92680b1))
* **source/cloud-sql-admin:** Add User agent and attach sqldmin in
`cloud-sql-admin` source.
([googleapis#1441](googleapis#1441))
([56b6574](googleapis@56b6574))
* **source/cloudsqladmin:** Add cloud sql admin source
([googleapis#1408](googleapis#1408))
([4f46782](googleapis@4f46782))
* **tool/cloudsql:** Add cloud sql wait for operation tool with
exponential backoff
([googleapis#1306](googleapis#1306))
([3aef2bb](googleapis@3aef2bb))
* **tools/alloydb-create-cluster:** Add custom tool kind for AlloyDB
create cluster
([googleapis#1331](googleapis#1331))
([76bb876](googleapis@76bb876))
* **tools/alloydb-create-instance:** Add new custom tool kind for
AlloyDB
([googleapis#1379](googleapis#1379))
([091cd9a](googleapis@091cd9a))
* **tools/alloydb-create-user:** Add new custom tool kind for AlloyDB
create user
([googleapis#1380](googleapis#1380))
([ab3fd26](googleapis@ab3fd26))
* **tools/alloydb-get-cluster:** Add new tool for AlloyDB
([googleapis#1420](googleapis#1420))
([c181dab](googleapis@c181dab))
* **tools/alloydb-get-instance:** Add new for AlloyDB
([googleapis#1435](googleapis#1435))
([f2d9e3b](googleapis@f2d9e3b))
* **tools/alloydb-get-user:** Add new tool for AlloyDB
([googleapis#1436](googleapis#1436))
([677254e](googleapis@677254e))
* **tools/alloydb-list-cluster:** Add custom tool kind for AlloyDB
([googleapis#1319](googleapis#1319))
([d4a9eb0](googleapis@d4a9eb0))
* **tools/alloydb-list-instances:** Add custom tool kind for AlloyDB
([googleapis#1357](googleapis#1357))
([93c1b30](googleapis@93c1b30))
* **tools/alloydb-list-users:** Add new custom tool kind for AlloyDB
([googleapis#1377](googleapis#1377))
([3a8a65c](googleapis@3a8a65c))
* **tools/bigquery-analyze-contribution:** Add analyze contribution tool
([googleapis#1223](googleapis#1223))
([81d239b](googleapis@81d239b))
* **tools/bigquery-conversational-analytics:** Add allowed datasets
support
([googleapis#1411](googleapis#1411))
([345bd6a](googleapis@345bd6a))
* **tools/bigquery-search-catalog:** Add new tool to BigQuery
([googleapis#1382](googleapis#1382))
([bffb39d](googleapis@bffb39d))
* **tools/bigquery:** Add `useClientOAuth` to BigQuery prebuilt source
config
([googleapis#1431](googleapis#1431))
([fe2999a](googleapis@fe2999a))
* **tools/clickhouse-list-databases:** Add `list-databases` tool to
clickhouse source
([googleapis#1274](googleapis#1274))
([e515d92](googleapis@e515d92))
* **tools/firestore-get-rules:** Add `databaseId` to the Firestore
source and `firestore-get-rules` tool
([googleapis#1505](googleapis#1505))
([7450482](googleapis@7450482))
* **tools/firestore:** Add `firestore-query` tool
([googleapis#1305](googleapis#1305))
([cce602f](googleapis@cce602f))
* **tools/looker:** Query tracking for MCP Toolbox in Looker System
Activity views
([googleapis#1410](googleapis#1410))
([2036c8e](googleapis@2036c8e))
* **tools/mssql-list-tables:** Add new tool for sql server
([googleapis#1433](googleapis#1433))
([b036047](googleapis@b036047))
* **tools/mysql-list-active-queries:** Add a new tool to list ongoing
queries in a MySQL instance
([googleapis#1471](googleapis#1471))
([ed54cd6](googleapis@ed54cd6))
* **tools/mysql-list-table-fragmentation:** Add a new tool to list table
fragmentation in a MySQL instance
([googleapis#1479](googleapis#1479))
([fe651d8](googleapis@fe651d8))
* **tools/mysql-list-tables-missing-index:** Add a new tool to list
tables that do not have primary or unique keys in a MySQL instance
([googleapis#1493](googleapis#1493))
([9eb821a](googleapis@9eb821a))
* **tools/mysql-list-tables:** Add new tool for MySQL
([googleapis#1287](googleapis#1287))
([6c8460b](googleapis@6c8460b))
* **tools/postgres-list-active-queries:** Add new
`postgres-list-active-queries` tool
([googleapis#1400](googleapis#1400))
([b2b06c7](googleapis@b2b06c7))
* **tools/postgres-list-tables:** Add new tool to postgres source
([googleapis#1284](googleapis#1284))
([71f360d](googleapis@71f360d))
* **tools/spanner-list-tables:** Add new tool `spanner-list-tables`
([googleapis#1404](googleapis#1404))
([7d384dc](googleapis@7d384dc))

### Bug Fixes

* **bigquery:** Add `Bearer` parsing to auth token
([googleapis#1386](googleapis#1386))
([b5f9780](googleapis@b5f9780))
* **source/alloydb-admin, source/cloudsql-admin:** Post append new user
agent ([googleapis#1494](googleapis#1494))
([30f1d3a](googleapis@30f1d3a))
* **tools/alloydb:** Update parameter names and set default description
for AlloyDB control plane tools
([googleapis#1468](googleapis#1468))
([6c140d7](googleapis@6c140d7))
* **tools/bigquery-conversational-analytics:** Fix authentication scope
error in Cloud Run
([googleapis#1381](googleapis#1381))
([80b7488](googleapis@80b7488))
* **tools/mysql-list-tables:** Update `mysql-list-tables` table_names
parameter with default value
([googleapis#1439](googleapis#1439))
([da24661](googleapis@da24661))
* **tools/neo4j:** Implement value conversion for Neo4j types to
JSON-compatible
([googleapis#1428](googleapis#1428))
([4babc4e](googleapis@4babc4e))
---
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> c934d7a
rapid-killer-9 pushed a commit that referenced this pull request Sep 23, 2025
🤖 I have created a release *beep* *boop*
---


##
[0.15.0](v0.14.0...v0.15.0)
(2025-09-18)


### ⚠ BREAKING CHANGES

* **prebuilt:** update prebuilt tool names to use consistent guidance
([#1421](#1421))
* **tools/alloydb-wait-for-operation:** Add `alloydb-admin` source to
`alloydb-wait-for-operation` tool
([#1449](#1449))

### Features

* Add AlloyDB admin source
([#1369](#1369))
([33beb71](33beb71))
* Add Cloud monitoring source and tool
([#1311](#1311))
([d661f53](d661f53))
* Add YugabyteDB Source and Tool
([#732](#732))
([664711f](664711f))
* **prebuilt:** Update default values for prebuilt tools
([#1355](#1355))
([70e832b](70e832b))
* **prebuilt/cloud-sql:** Add list instances tool for cloudsql
([#1310](#1310))
([0171228](0171228))
* **prebuilt/cloud-sql:** Add cloud sql create database tool.
([#1453](#1453))
([a1bc044](a1bc044))
* **prebuilt/cloud-sql:** Add `cloud-sql-get-instances` tool
([#1383](#1383))
([77919c7](77919c7))
* **prebuilt/cloud-sql:** Add create user tool for cloud sql
([#1406](#1406))
([3a6b517](3a6b517))
* **prebuilt/cloud-sql:** Add list databases tool for cloud sql
([#1454](#1454))
([e6a6c61](e6a6c61))
* **prebuilt/cloud-sql:** Package cloud sql tools
([#1455](#1455))
([bf6266b](bf6266b))
* **prebuilt/cloud-sql-mssql:** Add create instance tool for mssql
([#1440](#1440))
([b176523](b176523))
* **prebuilt/cloud-sql-mysql:** Add create instance tool for Cloud SQL
MySQL ([#1434](#1434))
([15b628d](15b628d))
* **prebuilt/cloud-sql-mysql:** Add env var support for IP Type
([#1232](#1232))
([#1347](#1347))
([0cd3f16](0cd3f16))
* **prebuilt/cloudsqlpg:** Add cloud sql pg create instance tool
([#1403](#1403))
([d302499](d302499))
* **prebuilt/mysql:** Add a new tool to show query plan of a given query
in MySQL
([#1474](#1474))
([1a42e05](1a42e05))
* **prebuilt/mysql:** Add `queryParams` field in MySQL prebuilt config
([#1318](#1318))
([4b32c2a](4b32c2a))
* **prebuilt/neo4j:** Add prebuiltconfig support for neo4j
([#1352](#1352))
([f819e26](f819e26))
* **prebuilt/observability:** Add cloud sql observability tools
([#1425](#1425))
([236be89](236be89))
* **prebuilt/postgres:** Add postgres prebuilt tools
([#1473](#1473))
([edca9dc](edca9dc))
* **prebuilt/sqlite:** Prebuilt tools for the sqlite.
([#1227](#1227))
([681c2b4](681c2b4))
* **source/alloydb-admin:** Add user agent and attach alloydb api in
`alloydb-admin` source
([#1448](#1448))
([9710014](9710014))
* **source/bigquery:** Add support for datasets selection
([#1313](#1313))
([aa39724](aa39724))
* **source/cloud-monitoring:** Add support for user agent in cloud
monitoring source
([#1472](#1472))
([92680b1](92680b1))
* **source/cloud-sql-admin:** Add User agent and attach sqldmin in
`cloud-sql-admin` source.
([#1441](#1441))
([56b6574](56b6574))
* **source/cloudsqladmin:** Add cloud sql admin source
([#1408](#1408))
([4f46782](4f46782))
* **tool/cloudsql:** Add cloud sql wait for operation tool with
exponential backoff
([#1306](#1306))
([3aef2bb](3aef2bb))
* **tools/alloydb-create-cluster:** Add custom tool kind for AlloyDB
create cluster
([#1331](#1331))
([76bb876](76bb876))
* **tools/alloydb-create-instance:** Add new custom tool kind for
AlloyDB
([#1379](#1379))
([091cd9a](091cd9a))
* **tools/alloydb-create-user:** Add new custom tool kind for AlloyDB
create user
([#1380](#1380))
([ab3fd26](ab3fd26))
* **tools/alloydb-get-cluster:** Add new tool for AlloyDB
([#1420](#1420))
([c181dab](c181dab))
* **tools/alloydb-get-instance:** Add new for AlloyDB
([#1435](#1435))
([f2d9e3b](f2d9e3b))
* **tools/alloydb-get-user:** Add new tool for AlloyDB
([#1436](#1436))
([677254e](677254e))
* **tools/alloydb-list-cluster:** Add custom tool kind for AlloyDB
([#1319](#1319))
([d4a9eb0](d4a9eb0))
* **tools/alloydb-list-instances:** Add custom tool kind for AlloyDB
([#1357](#1357))
([93c1b30](93c1b30))
* **tools/alloydb-list-users:** Add new custom tool kind for AlloyDB
([#1377](#1377))
([3a8a65c](3a8a65c))
* **tools/bigquery-analyze-contribution:** Add analyze contribution tool
([#1223](#1223))
([81d239b](81d239b))
* **tools/bigquery-conversational-analytics:** Add allowed datasets
support
([#1411](#1411))
([345bd6a](345bd6a))
* **tools/bigquery-search-catalog:** Add new tool to BigQuery
([#1382](#1382))
([bffb39d](bffb39d))
* **tools/bigquery:** Add `useClientOAuth` to BigQuery prebuilt source
config
([#1431](#1431))
([fe2999a](fe2999a))
* **tools/clickhouse-list-databases:** Add `list-databases` tool to
clickhouse source
([#1274](#1274))
([e515d92](e515d92))
* **tools/firestore-get-rules:** Add `databaseId` to the Firestore
source and `firestore-get-rules` tool
([#1505](#1505))
([7450482](7450482))
* **tools/firestore:** Add `firestore-query` tool
([#1305](#1305))
([cce602f](cce602f))
* **tools/looker:** Query tracking for MCP Toolbox in Looker System
Activity views
([#1410](#1410))
([2036c8e](2036c8e))
* **tools/mssql-list-tables:** Add new tool for sql server
([#1433](#1433))
([b036047](b036047))
* **tools/mysql-list-active-queries:** Add a new tool to list ongoing
queries in a MySQL instance
([#1471](#1471))
([ed54cd6](ed54cd6))
* **tools/mysql-list-table-fragmentation:** Add a new tool to list table
fragmentation in a MySQL instance
([#1479](#1479))
([fe651d8](fe651d8))
* **tools/mysql-list-tables-missing-index:** Add a new tool to list
tables that do not have primary or unique keys in a MySQL instance
([#1493](#1493))
([9eb821a](9eb821a))
* **tools/mysql-list-tables:** Add new tool for MySQL
([#1287](#1287))
([6c8460b](6c8460b))
* **tools/postgres-list-active-queries:** Add new
`postgres-list-active-queries` tool
([#1400](#1400))
([b2b06c7](b2b06c7))
* **tools/postgres-list-tables:** Add new tool to postgres source
([#1284](#1284))
([71f360d](71f360d))
* **tools/spanner-list-tables:** Add new tool `spanner-list-tables`
([#1404](#1404))
([7d384dc](7d384dc))


### Bug Fixes

* **bigquery:** Add `Bearer` parsing to auth token
([#1386](#1386))
([b5f9780](b5f9780))
* **source/alloydb-admin, source/cloudsql-admin:** Post append new user
agent ([#1494](#1494))
([30f1d3a](30f1d3a))
* **tools/alloydb:** Update parameter names and set default description
for AlloyDB control plane tools
([#1468](#1468))
([6c140d7](6c140d7))
* **tools/bigquery-conversational-analytics:** Fix authentication scope
error in Cloud Run
([#1381](#1381))
([80b7488](80b7488))
* **tools/mysql-list-tables:** Update `mysql-list-tables` table_names
parameter with default value
([#1439](#1439))
([da24661](da24661))
* **tools/neo4j:** Implement value conversion for Neo4j types to
JSON-compatible
([#1428](#1428))
([4babc4e](4babc4e))
---
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>
rahulpinto19 pushed a commit that referenced this pull request Sep 30, 2025
…compatible (#1428)

This pull request introduces a utility function to standardize the
conversion of Neo4j driver values into JSON-compatible types. The new
`ConvertValue` function is added to the `helpers` package, and is now
used in both the `neo4jcypher` and `neo4jexecutecypher` tools to ensure
consistent output formatting. Comprehensive unit tests for this function
are also included. Additionally, a new `ValueType` interface is defined
to generalize Neo4j value stringification.

**Helpers and Value Conversion:**

* Added the `ConvertValue` function to
`internal/tools/neo4j/neo4jschema/helpers/helpers.go` to recursively
convert Neo4j driver types (including nodes, relationships, paths,
points, and temporal types) into JSON-compatible Go values. This ensures
proper serialization of complex Neo4j types.
* Defined a `ValueType` interface in
`internal/tools/neo4j/neo4jschema/types/types.go` to generalize the
stringification of Neo4j value types.

**Integration with Tools:**

* Updated the `Invoke` methods in both `neo4jcypher` and
`neo4jexecutecypher` tools to use `helpers.ConvertValue` when processing
Neo4j query results, ensuring consistent and correct output formatting.
[[1]](diffhunk://#diff-b3e792b742cb92c92d1f5136b444c8fe0a7ec0376920868182dc88f13002e8eeL138-R139)
[[2]](diffhunk://#diff-de7fdd7e68c95ea9813c704a89fffb8fd6de34e81b43a484623fdff7683e18f3L160-R161)
* Added the necessary imports for the helpers package in the affected
files.
[[1]](diffhunk://#diff-b3e792b742cb92c92d1f5136b444c8fe0a7ec0376920868182dc88f13002e8eeR23)
[[2]](diffhunk://#diff-de7fdd7e68c95ea9813c704a89fffb8fd6de34e81b43a484623fdff7683e18f3R26)
[[3]](diffhunk://#diff-97a47eb63017102fc7084aa79689e22ef8cb6d1952945177058f118d57be306fR26)

**Testing:**

* Added extensive tests for `ConvertValue` in `helpers_test.go`,
covering all supported Neo4j types, primitives, slices, maps, and
unhandled types.
* Included required imports in the test file for Neo4j driver and time
handling.

**Relates to:**  #1344

Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
rahulpinto19 pushed a commit that referenced this pull request Sep 30, 2025
🤖 I have created a release *beep* *boop*
---


##
[0.15.0](v0.14.0...v0.15.0)
(2025-09-18)


### ⚠ BREAKING CHANGES

* **prebuilt:** update prebuilt tool names to use consistent guidance
([#1421](#1421))
* **tools/alloydb-wait-for-operation:** Add `alloydb-admin` source to
`alloydb-wait-for-operation` tool
([#1449](#1449))

### Features

* Add AlloyDB admin source
([#1369](#1369))
([33beb71](33beb71))
* Add Cloud monitoring source and tool
([#1311](#1311))
([d661f53](d661f53))
* Add YugabyteDB Source and Tool
([#732](#732))
([664711f](664711f))
* **prebuilt:** Update default values for prebuilt tools
([#1355](#1355))
([70e832b](70e832b))
* **prebuilt/cloud-sql:** Add list instances tool for cloudsql
([#1310](#1310))
([0171228](0171228))
* **prebuilt/cloud-sql:** Add cloud sql create database tool.
([#1453](#1453))
([a1bc044](a1bc044))
* **prebuilt/cloud-sql:** Add `cloud-sql-get-instances` tool
([#1383](#1383))
([77919c7](77919c7))
* **prebuilt/cloud-sql:** Add create user tool for cloud sql
([#1406](#1406))
([3a6b517](3a6b517))
* **prebuilt/cloud-sql:** Add list databases tool for cloud sql
([#1454](#1454))
([e6a6c61](e6a6c61))
* **prebuilt/cloud-sql:** Package cloud sql tools
([#1455](#1455))
([bf6266b](bf6266b))
* **prebuilt/cloud-sql-mssql:** Add create instance tool for mssql
([#1440](#1440))
([b176523](b176523))
* **prebuilt/cloud-sql-mysql:** Add create instance tool for Cloud SQL
MySQL ([#1434](#1434))
([15b628d](15b628d))
* **prebuilt/cloud-sql-mysql:** Add env var support for IP Type
([#1232](#1232))
([#1347](#1347))
([0cd3f16](0cd3f16))
* **prebuilt/cloudsqlpg:** Add cloud sql pg create instance tool
([#1403](#1403))
([d302499](d302499))
* **prebuilt/mysql:** Add a new tool to show query plan of a given query
in MySQL
([#1474](#1474))
([1a42e05](1a42e05))
* **prebuilt/mysql:** Add `queryParams` field in MySQL prebuilt config
([#1318](#1318))
([4b32c2a](4b32c2a))
* **prebuilt/neo4j:** Add prebuiltconfig support for neo4j
([#1352](#1352))
([f819e26](f819e26))
* **prebuilt/observability:** Add cloud sql observability tools
([#1425](#1425))
([236be89](236be89))
* **prebuilt/postgres:** Add postgres prebuilt tools
([#1473](#1473))
([edca9dc](edca9dc))
* **prebuilt/sqlite:** Prebuilt tools for the sqlite.
([#1227](#1227))
([681c2b4](681c2b4))
* **source/alloydb-admin:** Add user agent and attach alloydb api in
`alloydb-admin` source
([#1448](#1448))
([9710014](9710014))
* **source/bigquery:** Add support for datasets selection
([#1313](#1313))
([aa39724](aa39724))
* **source/cloud-monitoring:** Add support for user agent in cloud
monitoring source
([#1472](#1472))
([92680b1](92680b1))
* **source/cloud-sql-admin:** Add User agent and attach sqldmin in
`cloud-sql-admin` source.
([#1441](#1441))
([56b6574](56b6574))
* **source/cloudsqladmin:** Add cloud sql admin source
([#1408](#1408))
([4f46782](4f46782))
* **tool/cloudsql:** Add cloud sql wait for operation tool with
exponential backoff
([#1306](#1306))
([3aef2bb](3aef2bb))
* **tools/alloydb-create-cluster:** Add custom tool kind for AlloyDB
create cluster
([#1331](#1331))
([76bb876](76bb876))
* **tools/alloydb-create-instance:** Add new custom tool kind for
AlloyDB
([#1379](#1379))
([091cd9a](091cd9a))
* **tools/alloydb-create-user:** Add new custom tool kind for AlloyDB
create user
([#1380](#1380))
([ab3fd26](ab3fd26))
* **tools/alloydb-get-cluster:** Add new tool for AlloyDB
([#1420](#1420))
([c181dab](c181dab))
* **tools/alloydb-get-instance:** Add new for AlloyDB
([#1435](#1435))
([f2d9e3b](f2d9e3b))
* **tools/alloydb-get-user:** Add new tool for AlloyDB
([#1436](#1436))
([677254e](677254e))
* **tools/alloydb-list-cluster:** Add custom tool kind for AlloyDB
([#1319](#1319))
([d4a9eb0](d4a9eb0))
* **tools/alloydb-list-instances:** Add custom tool kind for AlloyDB
([#1357](#1357))
([93c1b30](93c1b30))
* **tools/alloydb-list-users:** Add new custom tool kind for AlloyDB
([#1377](#1377))
([3a8a65c](3a8a65c))
* **tools/bigquery-analyze-contribution:** Add analyze contribution tool
([#1223](#1223))
([81d239b](81d239b))
* **tools/bigquery-conversational-analytics:** Add allowed datasets
support
([#1411](#1411))
([345bd6a](345bd6a))
* **tools/bigquery-search-catalog:** Add new tool to BigQuery
([#1382](#1382))
([bffb39d](bffb39d))
* **tools/bigquery:** Add `useClientOAuth` to BigQuery prebuilt source
config
([#1431](#1431))
([fe2999a](fe2999a))
* **tools/clickhouse-list-databases:** Add `list-databases` tool to
clickhouse source
([#1274](#1274))
([e515d92](e515d92))
* **tools/firestore-get-rules:** Add `databaseId` to the Firestore
source and `firestore-get-rules` tool
([#1505](#1505))
([7450482](7450482))
* **tools/firestore:** Add `firestore-query` tool
([#1305](#1305))
([cce602f](cce602f))
* **tools/looker:** Query tracking for MCP Toolbox in Looker System
Activity views
([#1410](#1410))
([2036c8e](2036c8e))
* **tools/mssql-list-tables:** Add new tool for sql server
([#1433](#1433))
([b036047](b036047))
* **tools/mysql-list-active-queries:** Add a new tool to list ongoing
queries in a MySQL instance
([#1471](#1471))
([ed54cd6](ed54cd6))
* **tools/mysql-list-table-fragmentation:** Add a new tool to list table
fragmentation in a MySQL instance
([#1479](#1479))
([fe651d8](fe651d8))
* **tools/mysql-list-tables-missing-index:** Add a new tool to list
tables that do not have primary or unique keys in a MySQL instance
([#1493](#1493))
([9eb821a](9eb821a))
* **tools/mysql-list-tables:** Add new tool for MySQL
([#1287](#1287))
([6c8460b](6c8460b))
* **tools/postgres-list-active-queries:** Add new
`postgres-list-active-queries` tool
([#1400](#1400))
([b2b06c7](b2b06c7))
* **tools/postgres-list-tables:** Add new tool to postgres source
([#1284](#1284))
([71f360d](71f360d))
* **tools/spanner-list-tables:** Add new tool `spanner-list-tables`
([#1404](#1404))
([7d384dc](7d384dc))


### Bug Fixes

* **bigquery:** Add `Bearer` parsing to auth token
([#1386](#1386))
([b5f9780](b5f9780))
* **source/alloydb-admin, source/cloudsql-admin:** Post append new user
agent ([#1494](#1494))
([30f1d3a](30f1d3a))
* **tools/alloydb:** Update parameter names and set default description
for AlloyDB control plane tools
([#1468](#1468))
([6c140d7](6c140d7))
* **tools/bigquery-conversational-analytics:** Fix authentication scope
error in Cloud Run
([#1381](#1381))
([80b7488](80b7488))
* **tools/mysql-list-tables:** Update `mysql-list-tables` table_names
parameter with default value
([#1439](#1439))
([da24661](da24661))
* **tools/neo4j:** Implement value conversion for Neo4j types to
JSON-compatible
([#1428](#1428))
([4babc4e](4babc4e))
---
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>
NightStack15 added a commit to NightStack15/googleapis-_-genai-toolbox that referenced this pull request Mar 20, 2026
🤖 I have created a release *beep* *boop*
---


##
[0.15.0](googleapis/mcp-toolbox@v0.14.0...v0.15.0)
(2025-09-18)


### ⚠ BREAKING CHANGES

* **prebuilt:** update prebuilt tool names to use consistent guidance
([#1421](googleapis/mcp-toolbox#1421))
* **tools/alloydb-wait-for-operation:** Add `alloydb-admin` source to
`alloydb-wait-for-operation` tool
([#1449](googleapis/mcp-toolbox#1449))

### Features

* Add AlloyDB admin source
([#1369](googleapis/mcp-toolbox#1369))
([33beb71](googleapis/mcp-toolbox@33beb71))
* Add Cloud monitoring source and tool
([#1311](googleapis/mcp-toolbox#1311))
([d661f53](googleapis/mcp-toolbox@d661f53))
* Add YugabyteDB Source and Tool
([#732](googleapis/mcp-toolbox#732))
([664711f](googleapis/mcp-toolbox@664711f))
* **prebuilt:** Update default values for prebuilt tools
([#1355](googleapis/mcp-toolbox#1355))
([70e832b](googleapis/mcp-toolbox@70e832b))
* **prebuilt/cloud-sql:** Add list instances tool for cloudsql
([#1310](googleapis/mcp-toolbox#1310))
([0171228](googleapis/mcp-toolbox@0171228))
* **prebuilt/cloud-sql:** Add cloud sql create database tool.
([#1453](googleapis/mcp-toolbox#1453))
([a1bc044](googleapis/mcp-toolbox@a1bc044))
* **prebuilt/cloud-sql:** Add `cloud-sql-get-instances` tool
([#1383](googleapis/mcp-toolbox#1383))
([77919c7](googleapis/mcp-toolbox@77919c7))
* **prebuilt/cloud-sql:** Add create user tool for cloud sql
([#1406](googleapis/mcp-toolbox#1406))
([3a6b517](googleapis/mcp-toolbox@3a6b517))
* **prebuilt/cloud-sql:** Add list databases tool for cloud sql
([#1454](googleapis/mcp-toolbox#1454))
([e6a6c61](googleapis/mcp-toolbox@e6a6c61))
* **prebuilt/cloud-sql:** Package cloud sql tools
([#1455](googleapis/mcp-toolbox#1455))
([bf6266b](googleapis/mcp-toolbox@bf6266b))
* **prebuilt/cloud-sql-mssql:** Add create instance tool for mssql
([#1440](googleapis/mcp-toolbox#1440))
([b176523](googleapis/mcp-toolbox@b176523))
* **prebuilt/cloud-sql-mysql:** Add create instance tool for Cloud SQL
MySQL ([#1434](googleapis/mcp-toolbox#1434))
([15b628d](googleapis/mcp-toolbox@15b628d))
* **prebuilt/cloud-sql-mysql:** Add env var support for IP Type
([#1232](googleapis/mcp-toolbox#1232))
([#1347](googleapis/mcp-toolbox#1347))
([0cd3f16](googleapis/mcp-toolbox@0cd3f16))
* **prebuilt/cloudsqlpg:** Add cloud sql pg create instance tool
([#1403](googleapis/mcp-toolbox#1403))
([d302499](googleapis/mcp-toolbox@d302499))
* **prebuilt/mysql:** Add a new tool to show query plan of a given query
in MySQL
([#1474](googleapis/mcp-toolbox#1474))
([1a42e05](googleapis/mcp-toolbox@1a42e05))
* **prebuilt/mysql:** Add `queryParams` field in MySQL prebuilt config
([#1318](googleapis/mcp-toolbox#1318))
([4b32c2a](googleapis/mcp-toolbox@4b32c2a))
* **prebuilt/neo4j:** Add prebuiltconfig support for neo4j
([#1352](googleapis/mcp-toolbox#1352))
([f819e26](googleapis/mcp-toolbox@f819e26))
* **prebuilt/observability:** Add cloud sql observability tools
([#1425](googleapis/mcp-toolbox#1425))
([236be89](googleapis/mcp-toolbox@236be89))
* **prebuilt/postgres:** Add postgres prebuilt tools
([#1473](googleapis/mcp-toolbox#1473))
([edca9dc](googleapis/mcp-toolbox@edca9dc))
* **prebuilt/sqlite:** Prebuilt tools for the sqlite.
([#1227](googleapis/mcp-toolbox#1227))
([681c2b4](googleapis/mcp-toolbox@681c2b4))
* **source/alloydb-admin:** Add user agent and attach alloydb api in
`alloydb-admin` source
([#1448](googleapis/mcp-toolbox#1448))
([9710014](googleapis/mcp-toolbox@9710014))
* **source/bigquery:** Add support for datasets selection
([#1313](googleapis/mcp-toolbox#1313))
([aa39724](googleapis/mcp-toolbox@aa39724))
* **source/cloud-monitoring:** Add support for user agent in cloud
monitoring source
([#1472](googleapis/mcp-toolbox#1472))
([92680b1](googleapis/mcp-toolbox@92680b1))
* **source/cloud-sql-admin:** Add User agent and attach sqldmin in
`cloud-sql-admin` source.
([#1441](googleapis/mcp-toolbox#1441))
([56b6574](googleapis/mcp-toolbox@56b6574))
* **source/cloudsqladmin:** Add cloud sql admin source
([#1408](googleapis/mcp-toolbox#1408))
([4f46782](googleapis/mcp-toolbox@4f46782))
* **tool/cloudsql:** Add cloud sql wait for operation tool with
exponential backoff
([#1306](googleapis/mcp-toolbox#1306))
([3aef2bb](googleapis/mcp-toolbox@3aef2bb))
* **tools/alloydb-create-cluster:** Add custom tool kind for AlloyDB
create cluster
([#1331](googleapis/mcp-toolbox#1331))
([76bb876](googleapis/mcp-toolbox@76bb876))
* **tools/alloydb-create-instance:** Add new custom tool kind for
AlloyDB
([#1379](googleapis/mcp-toolbox#1379))
([091cd9a](googleapis/mcp-toolbox@091cd9a))
* **tools/alloydb-create-user:** Add new custom tool kind for AlloyDB
create user
([#1380](googleapis/mcp-toolbox#1380))
([ab3fd26](googleapis/mcp-toolbox@ab3fd26))
* **tools/alloydb-get-cluster:** Add new tool for AlloyDB
([#1420](googleapis/mcp-toolbox#1420))
([c181dab](googleapis/mcp-toolbox@c181dab))
* **tools/alloydb-get-instance:** Add new for AlloyDB
([#1435](googleapis/mcp-toolbox#1435))
([f2d9e3b](googleapis/mcp-toolbox@f2d9e3b))
* **tools/alloydb-get-user:** Add new tool for AlloyDB
([#1436](googleapis/mcp-toolbox#1436))
([677254e](googleapis/mcp-toolbox@677254e))
* **tools/alloydb-list-cluster:** Add custom tool kind for AlloyDB
([#1319](googleapis/mcp-toolbox#1319))
([d4a9eb0](googleapis/mcp-toolbox@d4a9eb0))
* **tools/alloydb-list-instances:** Add custom tool kind for AlloyDB
([#1357](googleapis/mcp-toolbox#1357))
([93c1b30](googleapis/mcp-toolbox@93c1b30))
* **tools/alloydb-list-users:** Add new custom tool kind for AlloyDB
([#1377](googleapis/mcp-toolbox#1377))
([3a8a65c](googleapis/mcp-toolbox@3a8a65c))
* **tools/bigquery-analyze-contribution:** Add analyze contribution tool
([#1223](googleapis/mcp-toolbox#1223))
([81d239b](googleapis/mcp-toolbox@81d239b))
* **tools/bigquery-conversational-analytics:** Add allowed datasets
support
([#1411](googleapis/mcp-toolbox#1411))
([345bd6a](googleapis/mcp-toolbox@345bd6a))
* **tools/bigquery-search-catalog:** Add new tool to BigQuery
([#1382](googleapis/mcp-toolbox#1382))
([bffb39d](googleapis/mcp-toolbox@bffb39d))
* **tools/bigquery:** Add `useClientOAuth` to BigQuery prebuilt source
config
([#1431](googleapis/mcp-toolbox#1431))
([fe2999a](googleapis/mcp-toolbox@fe2999a))
* **tools/clickhouse-list-databases:** Add `list-databases` tool to
clickhouse source
([#1274](googleapis/mcp-toolbox#1274))
([e515d92](googleapis/mcp-toolbox@e515d92))
* **tools/firestore-get-rules:** Add `databaseId` to the Firestore
source and `firestore-get-rules` tool
([#1505](googleapis/mcp-toolbox#1505))
([7450482](googleapis/mcp-toolbox@7450482))
* **tools/firestore:** Add `firestore-query` tool
([#1305](googleapis/mcp-toolbox#1305))
([cce602f](googleapis/mcp-toolbox@cce602f))
* **tools/looker:** Query tracking for MCP Toolbox in Looker System
Activity views
([#1410](googleapis/mcp-toolbox#1410))
([2036c8e](googleapis/mcp-toolbox@2036c8e))
* **tools/mssql-list-tables:** Add new tool for sql server
([#1433](googleapis/mcp-toolbox#1433))
([b036047](googleapis/mcp-toolbox@b036047))
* **tools/mysql-list-active-queries:** Add a new tool to list ongoing
queries in a MySQL instance
([#1471](googleapis/mcp-toolbox#1471))
([ed54cd6](googleapis/mcp-toolbox@ed54cd6))
* **tools/mysql-list-table-fragmentation:** Add a new tool to list table
fragmentation in a MySQL instance
([#1479](googleapis/mcp-toolbox#1479))
([fe651d8](googleapis/mcp-toolbox@fe651d8))
* **tools/mysql-list-tables-missing-index:** Add a new tool to list
tables that do not have primary or unique keys in a MySQL instance
([#1493](googleapis/mcp-toolbox#1493))
([9eb821a](googleapis/mcp-toolbox@9eb821a))
* **tools/mysql-list-tables:** Add new tool for MySQL
([#1287](googleapis/mcp-toolbox#1287))
([6c8460b](googleapis/mcp-toolbox@6c8460b))
* **tools/postgres-list-active-queries:** Add new
`postgres-list-active-queries` tool
([#1400](googleapis/mcp-toolbox#1400))
([b2b06c7](googleapis/mcp-toolbox@b2b06c7))
* **tools/postgres-list-tables:** Add new tool to postgres source
([#1284](googleapis/mcp-toolbox#1284))
([71f360d](googleapis/mcp-toolbox@71f360d))
* **tools/spanner-list-tables:** Add new tool `spanner-list-tables`
([#1404](googleapis/mcp-toolbox#1404))
([7d384dc](googleapis/mcp-toolbox@7d384dc))


### Bug Fixes

* **bigquery:** Add `Bearer` parsing to auth token
([#1386](googleapis/mcp-toolbox#1386))
([b5f9780](googleapis/mcp-toolbox@b5f9780))
* **source/alloydb-admin, source/cloudsql-admin:** Post append new user
agent ([#1494](googleapis/mcp-toolbox#1494))
([30f1d3a](googleapis/mcp-toolbox@30f1d3a))
* **tools/alloydb:** Update parameter names and set default description
for AlloyDB control plane tools
([#1468](googleapis/mcp-toolbox#1468))
([6c140d7](googleapis/mcp-toolbox@6c140d7))
* **tools/bigquery-conversational-analytics:** Fix authentication scope
error in Cloud Run
([#1381](googleapis/mcp-toolbox#1381))
([80b7488](googleapis/mcp-toolbox@80b7488))
* **tools/mysql-list-tables:** Update `mysql-list-tables` table_names
parameter with default value
([#1439](googleapis/mcp-toolbox#1439))
([da24661](googleapis/mcp-toolbox@da24661))
* **tools/neo4j:** Implement value conversion for Neo4j types to
JSON-compatible
([#1428](googleapis/mcp-toolbox#1428))
([4babc4e](googleapis/mcp-toolbox@4babc4e))
---
This PR was generated with [Release
Please](https://github.com/googleapis/release-please). See
[documentation](https://github.com/googleapis/release-please#release-please).

---------

Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>
Co-authored-by: Yuan Teoh <45984206+Yuan325@users.noreply.github.com>
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