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About Recommender MCP

Google Cloud managed MCP server for Recommender. Exact tool names and accessible operations depend on the published server reference and configured Google Cloud permissions.

What you can use it for

  • Lists recommendations for a given cloud resource.
  • Gets a specific recommendation.
  • Lists insights for a given cloud resource.
  • Gets a specific insight.
Connection and setup
Hosting
Google-managed remote
Transport
Streamable HTTP
Endpoint
https://recommender.googleapis.com/mcp
Authentication
Google Cloud authentication: OAuth 2.0 using Application Default Credentials (ADC) in supported Google clients, or a client OAuth ID/secret or bearer token in compatible third-party clients. The principal needs mcp.tools.call plus the underlying product permissions; API key authentication is only available for services that explicitly support it.

Requirements

  • A Google Cloud project and access to the target product/resource.
  • Enable this MCP service and its underlying Google Cloud API as required by the product guide.
  • An MCP client that supports Streamable HTTP.
  • An identity with the MCP Tool User role (roles/mcp.toolUser) or equivalent mcp.tools.call permission, plus permissions for the underlying product operations.

Setup steps

  1. Choose the correct global or regional endpoint for your data location; this catalog lists the documented endpoint.
  2. In the Google Cloud project, enable the MCP service and the underlying product API if the product guide requires it.
  3. Authenticate the client with Google Cloud ADC (simplest with Antigravity/Gemini CLI) or configure OAuth 2.0 credentials in a compatible client.
  4. Grant the connecting identity roles/mcp.toolUser and only the product IAM roles needed for the intended operations.
  5. Add recommender.googleapis.com to the client as a Streamable HTTP MCP server and complete sign-in.
  6. Refresh the client tool list and check that the tools match the product reference; availability may depend on permissions and selected toolset.
Tools 4

Four read tools list/get recommendations and insights across supported project/folder/org/billing scopes. Recommendation content may flag service disruption, data loss or access denial; retrieving is read-only, but some recommendations can be applied only through other tools. Product IAM scopes may vary by recommender.

  • list_recommendations

    Lists recommendations for a given cloud resource.

    01
  • get_recommendation

    Gets a specific recommendation.

    02
  • list_insights

    Lists insights for a given cloud resource.

    03
  • get_insight

    Gets a specific insight.

    04
Original sources
  • official server catalog

    Official Google Cloud catalog lists this product as an available remote MCP server.

  • official setup guide

    Google Cloud describes remote MCP client setup, Streamable HTTP transport, supported authentication options, and ADC setup.

  • official authentication guide

    Google documents supported identity types and authorization requirements for Google Cloud MCP calls.

  • official source

    Official Google Cloud primary MCP documentation checked 2026-10-28.

  • official source

    Official Google Cloud primary MCP documentation checked 2026-10-28.

Documentation checked 2026-10-28. Connection has not been runtime tested.

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