🤖 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>
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In this section, we will download Toolbox, configure our tools in a
tools.yaml, and then run the Toolbox server.
-
Download the latest version of Toolbox as a binary:
{{< notice tip >}} Select the correct binary corresponding to your OS and CPU architecture. {{< /notice >}}
export OS="linux/amd64" # one of linux/amd64, darwin/arm64, darwin/amd64, or windows/amd64 curl -O https://storage.googleapis.com/genai-toolbox/v0.27.0/$OS/toolbox -
Make the binary executable:
chmod +x toolbox -
Write the following into a
tools.yamlfile. Be sure to update any fields such asuser,password, ordatabasethat you may have customized in the previous step.{{< notice tip >}} In practice, use environment variable replacement with the format ${ENV_NAME} instead of hardcoding your secrets into the configuration file. {{< /notice >}}
kind: sources name: my-pg-source type: postgres host: 127.0.0.1 port: 5432 database: toolbox_db user: toolbox_user password: my-password --- kind: tools name: search-hotels-by-name type: postgres-sql source: my-pg-source description: Search for hotels based on name. parameters: - name: name type: string description: The name of the hotel. statement: SELECT * FROM hotels WHERE name ILIKE '%' || $1 || '%'; --- kind: tools name: search-hotels-by-location type: postgres-sql source: my-pg-source description: Search for hotels based on location. parameters: - name: location type: string description: The location of the hotel. statement: SELECT * FROM hotels WHERE location ILIKE '%' || $1 || '%'; --- kind: tools name: book-hotel type: postgres-sql source: my-pg-source description: >- Book a hotel by its ID. If the hotel is successfully booked, returns a NULL, raises an error if not. parameters: - name: hotel_id type: string description: The ID of the hotel to book. statement: UPDATE hotels SET booked = B'1' WHERE id = $1; --- kind: tools name: update-hotel type: postgres-sql source: my-pg-source description: >- Update a hotel's check-in and check-out dates by its ID. Returns a message indicating whether the hotel was successfully updated or not. parameters: - name: hotel_id type: string description: The ID of the hotel to update. - name: checkin_date type: string description: The new check-in date of the hotel. - name: checkout_date type: string description: The new check-out date of the hotel. statement: >- UPDATE hotels SET checkin_date = CAST($2 as date), checkout_date = CAST($3 as date) WHERE id = $1; --- kind: tools name: cancel-hotel type: postgres-sql source: my-pg-source description: Cancel a hotel by its ID. parameters: - name: hotel_id type: string description: The ID of the hotel to cancel. statement: UPDATE hotels SET booked = B'0' WHERE id = $1; --- kind: toolsets name: my-toolset tools: - search-hotels-by-name - search-hotels-by-location - book-hotel - update-hotel - cancel-hotelFor more info on tools, check out the
Resourcessection of the docs. -
Run the Toolbox server, pointing to the
tools.yamlfile created earlier:./toolbox --tools-file "tools.yaml"{{< notice note >}} Toolbox enables dynamic reloading by default. To disable, use the
--disable-reloadflag. {{< /notice >}}