Files
genai-toolbox/server.json
release-please[bot] c5524d32f5 chore(main): release 0.27.0 (#2363)
🤖 I have created a release *beep* *boop*
---


##
[0.27.0](https://github.com/googleapis/genai-toolbox/compare/v0.26.0...v0.27.0)
(2026-02-12)


### ⚠ BREAKING CHANGES

* Update configuration file v2
([#2369](293c1d6889))
* Update/add detailed telemetry for mcp endpoint compliant with OTEL
semantic convention
([#1987](https://github.com/googleapis/genai-toolbox/issues/1987))
([478a0bd](478a0bdb59))

### Features

* **cli/invoke:** Add support for direct tool invocation from CLI
([#2353](https://github.com/googleapis/genai-toolbox/issues/2353))
([6e49ba4](6e49ba436e))
* **cli/skills:** Add support for generating agent skills from toolset
([#2392](https://github.com/googleapis/genai-toolbox/issues/2392))
([80ef346](80ef346214))
* **cloud-logging-admin:** Add source, tools, integration test and docs
([#2137](https://github.com/googleapis/genai-toolbox/issues/2137))
([252fc30](252fc3091a))
* **cockroachdb:** Add CockroachDB integration with cockroach-go
([#2006](https://github.com/googleapis/genai-toolbox/issues/2006))
([1fdd99a](1fdd99a9b6))
* **prebuiltconfigs/alloydb-omni:** Implement Alloydb omni dataplane
tools ([#2340](https://github.com/googleapis/genai-toolbox/issues/2340))
([e995349](e995349ea0))
* **server:** Add Tool call error categories
([#2387](https://github.com/googleapis/genai-toolbox/issues/2387))
([32cb4db](32cb4db712))
* **tools/looker:** support `looker-validate-project` tool
([#2430](https://github.com/googleapis/genai-toolbox/issues/2430))
([a15a128](a15a12873f))



### Bug Fixes

* **dataplex:** Capture GCP HTTP errors in MCP Toolbox
([#2347](https://github.com/googleapis/genai-toolbox/issues/2347))
([1d7c498](1d7c498116))
* **sources/cockroachdb:** Update kind to type
([#2465](https://github.com/googleapis/genai-toolbox/issues/2465))
([2d341ac](2d341acaa6))
* Surface Dataplex API errors in MCP results
([#2347](1d7c498116))


---
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>
2026-02-12 18:03:05 -08:00

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{
"$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
"name": "io.github.googleapis/genai-toolbox",
"description": "MCP Toolbox for Databases enables your agent to connect to your database.",
"title": "MCP Toolbox for Databases",
"websiteUrl": "https://github.com/googleapis/genai-toolbox",
"icons": [
{
"src": "https://github.com/googleapis/genai-toolbox/blob/main/.hugo/assets/icons/logo.svg",
"mimeType": "image/svg+xml"
}
],
"repository": {
"url": "https://github.com/googleapis/genai-toolbox",
"source": "github"
},
"version": "0.27.0",
"packages": [
{
"registryType": "oci",
"identifier": "us-central1-docker.pkg.dev/database-toolbox/toolbox/toolbox:0.27.0",
"transport": {
"type": "streamable-http",
"url": "http://{host}:{port}/mcp"
},
"runtimeArguments": [
{
"type": "named",
"name": "--tools-file",
"description": "File path specifying the tool configuration.",
"default": "tools.yaml",
"isRequired": false
},
{
"type": "named",
"name": "--tools-files",
"description": "Multiple file paths specifying tool configurations. Files will be merged. Cannot be used with -tools-file or -tools-folder.",
"isRequired": false
},
{
"type": "named",
"name": "--tools-folder",
"description": "Directory path containing YAML tool configuration files. All .yaml and .yml files in the directory will be loaded and merged. Cannot be used with -tools-file or -tools-files.",
"isRequired": false
},
{
"type": "named",
"name": "--address",
"valueHint": "host",
"description": "Address of the interface the server will listen on.",
"value": "{host}",
"variables": {
"host": {
"description": "ip address",
"isRequired": true,
"default": "127.0.0.1"
}
}
},
{
"type": "named",
"name": "--port",
"valueHint": "port",
"description": "Port the server will listen on.",
"value": "{port}",
"variables": {
"port": {
"description": "port",
"isRequired": true,
"default": "5000"
}
}
},
{
"type": "named",
"name": "--log-level",
"description": "Specify the minimum level logged.",
"default": "info",
"choices": [
"debug",
"info",
"warn",
"error"
]
},
{
"type": "named",
"name": "--logging-format",
"description": "Specify logging format to use.",
"default": "standard",
"choices": [
"standard",
"json"
]
},
{
"type": "named",
"name": "--disable-reload",
"description": "Disables dynamic reloading of tools file.",
"format": "boolean",
"isRequired": false
},
{
"type": "named",
"name": "--prebuilt",
"description": "Use a prebuilt tool configuration by source type.",
"isRequired": false
},
{
"type": "named",
"name": "--stdio",
"description": "Listens via MCP STDIO instead of acting as a remote HTTP server.",
"format": "boolean",
"isRequired": false
},
{
"type": "named",
"name": "--telemetry-gcp",
"description": "Enable exporting directly to Google Cloud Monitoring.",
"format": "boolean",
"isRequired": false
},
{
"type": "named",
"name": "--telemetry-otlp",
"description": "Enable exporting using OpenTelemetry Protocol (OTLP) to the specified endpoint (e.g. 'http://127.0.0.1:4318').",
"isRequired": false
},
{
"type": "named",
"name": "--telemetry-service-name",
"description": "Sets the value of the service.name resource attribute for telemetry data.",
"default": "toolbox",
"isRequired": false
},
{
"type": "named",
"name": "--ui",
"description": "Launches the Toolbox UI web server.",
"format": "boolean",
"isRequired": false
},
{
"type": "named",
"name": "--allowed-origins",
"description": "Specifies a list of origins permitted to access this server.",
"default": "*",
"isRequired": false
},
{
"type": "named",
"name": "--help",
"description": "Show help for toolbox",
"isRequired": false
},
{
"type": "named",
"name": "--version",
"description": "Show version for toolbox",
"isRequired": false
}
]
}
]
}