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Google Search Console in your AI agent: the options

There are three common ways to give an agent your Search Console data: run an open-source server yourself, use a hosted connector, or read it through a workspace. Here is what each one asks of you.

Facts checked 8 November 2026

On this page
  1. The three routes
  2. How to choose
  3. Keep reading

The three routes

How you set it upCost and limits
Open-source server (mcp-gsc)Runs on your machine with your own Google Cloud OAuth client or service account.Free. Lists Claude Desktop, Cursor, Codex CLI, Gemini CLI and Antigravity.Source: GitHub repository
Hosted connector (Windsor.ai)Sign in, pick the property, add Windsor in your assistant.Free forever for one source, paid from $19 a month.Source: guide
Workspace (OneLap)Add OneLap MCP as a connector, sign in with your OneLap login, choose the workspaces it may read.Invite only, with a waitlist. No self-service signup and no trial. No price published and no fee charged today.

How to choose

For one site and occasional questions, an open-source server is free and gives you full control, at the price of a Google Cloud setup. For several sources without that setup, a hosted connector is the short path. OneLap is built for a team or an agency that also wants the history of each week and a person’s approval on every decision. It is invite only.

Keep reading