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18 changes: 18 additions & 0 deletions CHANGELOG.md
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# Changelog

## [0.32.0](https://github.com/googleapis/genai-toolbox/compare/v0.31.0...v0.32.0) (2026-04-04)


### Features

* **bigquery:** Add conversational analytics tools for Data Agents ([#2517](https://github.com/googleapis/genai-toolbox/issues/2517)) ([2490a4b](https://github.com/googleapis/genai-toolbox/commit/2490a4b4fb3c9232270f6f4347b8556d2d6e0390))
* **embeddingModel:** Add Backend API selection fields ([#2592](https://github.com/googleapis/genai-toolbox/issues/2592)) ([912aa9e](https://github.com/googleapis/genai-toolbox/commit/912aa9edd7bc3ce932828003fbd67d1a3b9c2348))
* **server:** MCP endpoints API consolidation ([#2829](https://github.com/googleapis/genai-toolbox/issues/2829)) ([c3059c2](https://github.com/googleapis/genai-toolbox/commit/c3059c233502a1e99abb4d87e4b9bfe7c6ea7a4a))


### Bug Fixes

* **bigquery:** Add impersonateServiceAccount to prebuilt config ([#2770](https://github.com/googleapis/genai-toolbox/issues/2770)) ([9c3a748](https://github.com/googleapis/genai-toolbox/commit/9c3a748de43eb588586f22590ff74bd433b24d68))
* **quickstart:** Robust tool lookup and modernize dependencies in Python samples ([#2863](https://github.com/googleapis/genai-toolbox/issues/2863)) ([4c0845d](https://github.com/googleapis/genai-toolbox/commit/4c0845dc9081d79046dea5f28a032d531faff40f))
* **skill:** Fix skill generation template ([#2914](https://github.com/googleapis/genai-toolbox/issues/2914)) ([a01a15e](https://github.com/googleapis/genai-toolbox/commit/a01a15ed1aa9a83eda8362578fed2e3a3c8dde99))
* **tests/bigquery:** Implement uuid-based isolation and reliable resource cleanup ([#2547](https://github.com/googleapis/genai-toolbox/issues/2547)) ([479d842](https://github.com/googleapis/genai-toolbox/commit/479d8424046406d50af02b0602e6bac58aea534f))
* **tests/Bigtable:** Implement uuid-based isolation and reliable resource cleanup ([#2880](https://github.com/googleapis/genai-toolbox/issues/2880)) ([a769f15](https://github.com/googleapis/genai-toolbox/commit/a769f15c3ab8d631198546909a6dd1f09446e6b0))

## [0.31.0](https://github.com/googleapis/genai-toolbox/compare/v0.30.0...v0.31.0) (2026-03-26)


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14 changes: 7 additions & 7 deletions README.md
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Expand Up @@ -236,7 +236,7 @@ To install Toolbox as a binary:
>
> ```sh
> # see releases page for other versions
> export VERSION=0.31.0
> export VERSION=0.32.0
> curl -L -o toolbox https://storage.googleapis.com/genai-toolbox/v$VERSION/linux/amd64/toolbox
> chmod +x toolbox
> ```
Expand All @@ -249,7 +249,7 @@ To install Toolbox as a binary:
>
> ```sh
> # see releases page for other versions
> export VERSION=0.31.0
> export VERSION=0.32.0
> curl -L -o toolbox https://storage.googleapis.com/genai-toolbox/v$VERSION/darwin/arm64/toolbox
> chmod +x toolbox
> ```
Expand All @@ -262,7 +262,7 @@ To install Toolbox as a binary:
>
> ```sh
> # see releases page for other versions
> export VERSION=0.31.0
> export VERSION=0.32.0
> curl -L -o toolbox https://storage.googleapis.com/genai-toolbox/v$VERSION/darwin/amd64/toolbox
> chmod +x toolbox
> ```
Expand All @@ -275,7 +275,7 @@ To install Toolbox as a binary:
>
> ```cmd
> :: see releases page for other versions
> set VERSION=0.31.0
> set VERSION=0.32.0
> curl -o toolbox.exe "https://storage.googleapis.com/genai-toolbox/v%VERSION%/windows/amd64/toolbox.exe"
> ```
>
Expand All @@ -287,7 +287,7 @@ To install Toolbox as a binary:
>
> ```powershell
> # see releases page for other versions
> $VERSION = "0.31.0"
> $VERSION = "0.32.0"
> curl.exe -o toolbox.exe "https://storage.googleapis.com/genai-toolbox/v$VERSION/windows/amd64/toolbox.exe"
> ```
>
Expand All @@ -300,7 +300,7 @@ You can also install Toolbox as a container:

```sh
# see releases page for other versions
export VERSION=0.31.0
export VERSION=0.32.0
docker pull us-central1-docker.pkg.dev/database-toolbox/toolbox/toolbox:$VERSION
```

Expand All @@ -324,7 +324,7 @@ To install from source, ensure you have the latest version of
[Go installed](https://go.dev/doc/install), and then run the following command:

```sh
go install github.com/googleapis/genai-toolbox@v0.31.0
go install github.com/googleapis/genai-toolbox@v0.32.0
```
<!-- {x-release-please-end} -->

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2 changes: 1 addition & 1 deletion cmd/version.txt
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@@ -1 +1 @@
0.31.0
0.32.0
8 changes: 4 additions & 4 deletions docs/en/documentation/connect-to/ides/looker_mcp.md
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Expand Up @@ -109,19 +109,19 @@ After you install Looker in the MCP Store, resources and tools from the server a

{{< tabpane persist=header >}}
{{< tab header="linux/amd64" lang="bash" >}}
curl -O https://storage.googleapis.com/genai-toolbox/v0.31.0/linux/amd64/toolbox
curl -O https://storage.googleapis.com/genai-toolbox/v0.32.0/linux/amd64/toolbox
{{< /tab >}}

{{< tab header="darwin/arm64" lang="bash" >}}
curl -O https://storage.googleapis.com/genai-toolbox/v0.31.0/darwin/arm64/toolbox
curl -O https://storage.googleapis.com/genai-toolbox/v0.32.0/darwin/arm64/toolbox
{{< /tab >}}

{{< tab header="darwin/amd64" lang="bash" >}}
curl -O https://storage.googleapis.com/genai-toolbox/v0.31.0/darwin/amd64/toolbox
curl -O https://storage.googleapis.com/genai-toolbox/v0.32.0/darwin/amd64/toolbox
{{< /tab >}}

{{< tab header="windows/amd64" lang="bash" >}}
curl -O https://storage.googleapis.com/genai-toolbox/v0.31.0/windows/amd64/toolbox.exe
curl -O https://storage.googleapis.com/genai-toolbox/v0.32.0/windows/amd64/toolbox.exe
{{< /tab >}}
{{< /tabpane >}}
<!-- {x-release-please-end} -->
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8 changes: 4 additions & 4 deletions docs/en/documentation/connect-to/ides/mssql_mcp.md
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Expand Up @@ -45,19 +45,19 @@ instance:
<!-- {x-release-please-start-version} -->
{{< tabpane persist=header >}}
{{< tab header="linux/amd64" lang="bash" >}}
curl -O https://storage.googleapis.com/genai-toolbox/v0.31.0/linux/amd64/toolbox
curl -O https://storage.googleapis.com/genai-toolbox/v0.32.0/linux/amd64/toolbox
{{< /tab >}}

{{< tab header="darwin/arm64" lang="bash" >}}
curl -O https://storage.googleapis.com/genai-toolbox/v0.31.0/darwin/arm64/toolbox
curl -O https://storage.googleapis.com/genai-toolbox/v0.32.0/darwin/arm64/toolbox
{{< /tab >}}

{{< tab header="darwin/amd64" lang="bash" >}}
curl -O https://storage.googleapis.com/genai-toolbox/v0.31.0/darwin/amd64/toolbox
curl -O https://storage.googleapis.com/genai-toolbox/v0.32.0/darwin/amd64/toolbox
{{< /tab >}}

{{< tab header="windows/amd64" lang="bash" >}}
curl -O https://storage.googleapis.com/genai-toolbox/v0.31.0/windows/amd64/toolbox.exe
curl -O https://storage.googleapis.com/genai-toolbox/v0.32.0/windows/amd64/toolbox.exe
{{< /tab >}}
{{< /tabpane >}}
<!-- {x-release-please-end} -->
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8 changes: 4 additions & 4 deletions docs/en/documentation/connect-to/ides/mysql_mcp.md
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Expand Up @@ -43,19 +43,19 @@ expose your developer assistant tools to a MySQL instance:
<!-- {x-release-please-start-version} -->
{{< tabpane persist=header >}}
{{< tab header="linux/amd64" lang="bash" >}}
curl -O https://storage.googleapis.com/genai-toolbox/v0.31.0/linux/amd64/toolbox
curl -O https://storage.googleapis.com/genai-toolbox/v0.32.0/linux/amd64/toolbox
{{< /tab >}}

{{< tab header="darwin/arm64" lang="bash" >}}
curl -O https://storage.googleapis.com/genai-toolbox/v0.31.0/darwin/arm64/toolbox
curl -O https://storage.googleapis.com/genai-toolbox/v0.32.0/darwin/arm64/toolbox
{{< /tab >}}

{{< tab header="darwin/amd64" lang="bash" >}}
curl -O https://storage.googleapis.com/genai-toolbox/v0.31.0/darwin/amd64/toolbox
curl -O https://storage.googleapis.com/genai-toolbox/v0.32.0/darwin/amd64/toolbox
{{< /tab >}}

{{< tab header="windows/amd64" lang="bash" >}}
curl -O https://storage.googleapis.com/genai-toolbox/v0.31.0/windows/amd64/toolbox.exe
curl -O https://storage.googleapis.com/genai-toolbox/v0.32.0/windows/amd64/toolbox.exe
{{< /tab >}}
{{< /tabpane >}}
<!-- {x-release-please-end} -->
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8 changes: 4 additions & 4 deletions docs/en/documentation/connect-to/ides/neo4j_mcp.md
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Expand Up @@ -44,19 +44,19 @@ expose your developer assistant tools to a Neo4j instance:
<!-- {x-release-please-start-version} -->
{{< tabpane persist=header >}}
{{< tab header="linux/amd64" lang="bash" >}}
curl -O https://storage.googleapis.com/genai-toolbox/v0.31.0/linux/amd64/toolbox
curl -O https://storage.googleapis.com/genai-toolbox/v0.32.0/linux/amd64/toolbox
{{< /tab >}}

{{< tab header="darwin/arm64" lang="bash" >}}
curl -O https://storage.googleapis.com/genai-toolbox/v0.31.0/darwin/arm64/toolbox
curl -O https://storage.googleapis.com/genai-toolbox/v0.32.0/darwin/arm64/toolbox
{{< /tab >}}

{{< tab header="darwin/amd64" lang="bash" >}}
curl -O https://storage.googleapis.com/genai-toolbox/v0.31.0/darwin/amd64/toolbox
curl -O https://storage.googleapis.com/genai-toolbox/v0.32.0/darwin/amd64/toolbox
{{< /tab >}}

{{< tab header="windows/amd64" lang="bash" >}}
curl -O https://storage.googleapis.com/genai-toolbox/v0.31.0/windows/amd64/toolbox.exe
curl -O https://storage.googleapis.com/genai-toolbox/v0.32.0/windows/amd64/toolbox.exe
{{< /tab >}}
{{< /tabpane >}}
<!-- {x-release-please-end} -->
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8 changes: 4 additions & 4 deletions docs/en/documentation/connect-to/ides/oracle_mcp.md
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Expand Up @@ -46,19 +46,19 @@ to expose your developer assistant tools to an Oracle instance:
<!-- {x-release-please-start-version} -->
{{< tabpane persist=header >}}
{{< tab header="linux/amd64" lang="bash" >}}
curl -O https://storage.googleapis.com/genai-toolbox/v0.31.0/linux/amd64/toolbox
curl -O https://storage.googleapis.com/genai-toolbox/v0.32.0/linux/amd64/toolbox
{{< /tab >}}

{{< tab header="darwin/arm64" lang="bash" >}}
curl -O https://storage.googleapis.com/genai-toolbox/v0.31.0/darwin/arm64/toolbox
curl -O https://storage.googleapis.com/genai-toolbox/v0.32.0/darwin/arm64/toolbox
{{< /tab >}}

{{< tab header="darwin/amd64" lang="bash" >}}
curl -O https://storage.googleapis.com/genai-toolbox/v0.31.0/darwin/amd64/toolbox
curl -O https://storage.googleapis.com/genai-toolbox/v0.32.0/darwin/amd64/toolbox
{{< /tab >}}

{{< tab header="windows/amd64" lang="bash" >}}
curl -O https://storage.googleapis.com/genai-toolbox/v0.31.0/windows/amd64/toolbox.exe
curl -O https://storage.googleapis.com/genai-toolbox/v0.32.0/windows/amd64/toolbox.exe
{{< /tab >}}
{{< /tabpane >}}
<!-- {x-release-please-end} -->
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8 changes: 4 additions & 4 deletions docs/en/documentation/connect-to/ides/postgres_mcp.md
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Expand Up @@ -56,19 +56,19 @@ Omni](https://cloud.google.com/alloydb/omni/docs/overview).
<!-- {x-release-please-start-version} -->
{{< tabpane persist=header >}}
{{< tab header="linux/amd64" lang="bash" >}}
curl -O https://storage.googleapis.com/genai-toolbox/v0.31.0/linux/amd64/toolbox
curl -O https://storage.googleapis.com/genai-toolbox/v0.32.0/linux/amd64/toolbox
{{< /tab >}}

{{< tab header="darwin/arm64" lang="bash" >}}
curl -O https://storage.googleapis.com/genai-toolbox/v0.31.0/darwin/arm64/toolbox
curl -O https://storage.googleapis.com/genai-toolbox/v0.32.0/darwin/arm64/toolbox
{{< /tab >}}

{{< tab header="darwin/amd64" lang="bash" >}}
curl -O https://storage.googleapis.com/genai-toolbox/v0.31.0/darwin/amd64/toolbox
curl -O https://storage.googleapis.com/genai-toolbox/v0.32.0/darwin/amd64/toolbox
{{< /tab >}}

{{< tab header="windows/amd64" lang="bash" >}}
curl -O https://storage.googleapis.com/genai-toolbox/v0.31.0/windows/amd64/toolbox.exe
curl -O https://storage.googleapis.com/genai-toolbox/v0.32.0/windows/amd64/toolbox.exe
{{< /tab >}}
{{< /tabpane >}}
<!-- {x-release-please-end} -->
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8 changes: 4 additions & 4 deletions docs/en/documentation/connect-to/ides/sqlite_mcp.md
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Expand Up @@ -43,19 +43,19 @@ to expose your developer assistant tools to a SQLite instance:
<!-- {x-release-please-start-version} -->
{{< tabpane persist=header >}}
{{< tab header="linux/amd64" lang="bash" >}}
curl -O https://storage.googleapis.com/genai-toolbox/v0.31.0/linux/amd64/toolbox
curl -O https://storage.googleapis.com/genai-toolbox/v0.32.0/linux/amd64/toolbox
{{< /tab >}}

{{< tab header="darwin/arm64" lang="bash" >}}
curl -O https://storage.googleapis.com/genai-toolbox/v0.31.0/darwin/arm64/toolbox
curl -O https://storage.googleapis.com/genai-toolbox/v0.32.0/darwin/arm64/toolbox
{{< /tab >}}

{{< tab header="darwin/amd64" lang="bash" >}}
curl -O https://storage.googleapis.com/genai-toolbox/v0.31.0/darwin/amd64/toolbox
curl -O https://storage.googleapis.com/genai-toolbox/v0.32.0/darwin/amd64/toolbox
{{< /tab >}}

{{< tab header="windows/amd64" lang="bash" >}}
curl -O https://storage.googleapis.com/genai-toolbox/v0.31.0/windows/amd64/toolbox.exe
curl -O https://storage.googleapis.com/genai-toolbox/v0.32.0/windows/amd64/toolbox.exe
{{< /tab >}}
{{< /tabpane >}}
<!-- {x-release-please-end} -->
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2 changes: 1 addition & 1 deletion docs/en/documentation/getting-started/colab_quickstart.ipynb
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Expand Up @@ -249,7 +249,7 @@
},
"outputs": [],
"source": [
"version = \"0.31.0\" # x-release-please-version\n",
"version = \"0.32.0\" # x-release-please-version\n",
"! curl -O https://storage.googleapis.com/genai-toolbox/v{version}/linux/amd64/toolbox\n",
"\n",
"# Make the binary executable\n",
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2 changes: 1 addition & 1 deletion docs/en/documentation/getting-started/mcp_quickstart/_index.md
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Expand Up @@ -107,7 +107,7 @@ In this section, we will download Toolbox, configure our tools in a
<!-- {x-release-please-start-version} -->
```bash
export OS="linux/amd64" # one of linux/amd64, darwin/arm64, darwin/amd64, or windows/amd64
curl -O https://storage.googleapis.com/genai-toolbox/v0.31.0/$OS/toolbox
curl -O https://storage.googleapis.com/genai-toolbox/v0.32.0/$OS/toolbox
```
<!-- {x-release-please-end} -->

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2 changes: 1 addition & 1 deletion docs/en/documentation/getting-started/quickstart/shared/configure_toolbox.md
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Expand Up @@ -13,7 +13,7 @@ In this section, we will download Toolbox, configure our tools in a
<!-- {x-release-please-start-version} -->
```bash
export OS="linux/amd64" # one of linux/amd64, darwin/arm64, darwin/amd64, or windows/amd64
curl -O https://storage.googleapis.com/genai-toolbox/v0.31.0/$OS/toolbox
curl -O https://storage.googleapis.com/genai-toolbox/v0.32.0/$OS/toolbox
```
<!-- {x-release-please-end} -->

Expand Down
14 changes: 7 additions & 7 deletions docs/en/documentation/introduction/_index.md
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Expand Up @@ -105,7 +105,7 @@ To install Toolbox as a binary on Linux (AMD64):

```sh
# see releases page for other versions
export VERSION=0.31.0
export VERSION=0.32.0
curl -L -o toolbox https://storage.googleapis.com/genai-toolbox/v$VERSION/linux/amd64/toolbox
chmod +x toolbox
```
Expand All @@ -116,7 +116,7 @@ To install Toolbox as a binary on macOS (Apple Silicon):

```sh
# see releases page for other versions
export VERSION=0.31.0
export VERSION=0.32.0
curl -L -o toolbox https://storage.googleapis.com/genai-toolbox/v$VERSION/darwin/arm64/toolbox
chmod +x toolbox
```
Expand All @@ -127,7 +127,7 @@ To install Toolbox as a binary on macOS (Intel):

```sh
# see releases page for other versions
export VERSION=0.31.0
export VERSION=0.32.0
curl -L -o toolbox https://storage.googleapis.com/genai-toolbox/v$VERSION/darwin/amd64/toolbox
chmod +x toolbox
```
Expand All @@ -138,7 +138,7 @@ To install Toolbox as a binary on Windows (Command Prompt):

```cmd
:: see releases page for other versions
set VERSION=0.31.0
set VERSION=0.32.0
curl -o toolbox.exe "https://storage.googleapis.com/genai-toolbox/v%VERSION%/windows/amd64/toolbox.exe"
```

Expand All @@ -148,7 +148,7 @@ To install Toolbox as a binary on Windows (PowerShell):

```powershell
# see releases page for other versions
$VERSION = "0.31.0"
$VERSION = "0.32.0"
curl.exe -o toolbox.exe "https://storage.googleapis.com/genai-toolbox/v$VERSION/windows/amd64/toolbox.exe"
```

Expand All @@ -160,7 +160,7 @@ You can also install Toolbox as a container:

```sh
# see releases page for other versions
export VERSION=0.31.0
export VERSION=0.32.0
docker pull us-central1-docker.pkg.dev/database-toolbox/toolbox/toolbox:$VERSION
```

Expand All @@ -179,7 +179,7 @@ To install from source, ensure you have the latest version of
[Go installed](https://go.dev/doc/install), and then run the following command:

```sh
go install github.com/googleapis/genai-toolbox@v0.31.0
go install github.com/googleapis/genai-toolbox@v0.32.0
```

{{% /tab %}}
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2 changes: 1 addition & 1 deletion gemini-extension.json
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@@ -1,6 +1,6 @@
{
"name": "mcp-toolbox-for-databases",
"version": "0.31.0",
"version": "0.32.0",
"description": "MCP Toolbox for Databases is an open-source MCP server for more than 30 different datasources.",
"contextFileName": "MCP-TOOLBOX-EXTENSION.md"
}
4 changes: 2 additions & 2 deletions server.json
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Expand Up @@ -14,11 +14,11 @@
"url": "https://github.com/googleapis/genai-toolbox",
"source": "github"
},
"version": "0.31.0",
"version": "0.32.0",
"packages": [
{
"registryType": "oci",
"identifier": "us-central1-docker.pkg.dev/database-toolbox/toolbox/toolbox:0.31.0",
"identifier": "us-central1-docker.pkg.dev/database-toolbox/toolbox/toolbox:0.32.0",
"transport": {
"type": "streamable-http",
"url": "http://{host}:{port}/mcp"
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