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MCP: let your own AI tools use your knowledge

The Model Context Protocol is how AI assistants connect to real data sources instead of guessing. Yew ships a server for it.

What MCP is

MCP (Model Context Protocol) is an open standard for connecting AI assistants to tools and data, instead of every product inventing its own bespoke integration. An MCP server exposes a defined set of tools; any MCP-compatible client - Claude, your own agent, whatever you're running - can call them.

What Yew's MCP server does today

It's scoped deliberately narrow: read-only knowledge retrieval, never a control plane for managing your Yew instance itself. The tools that exist today:

  • Search your indexed content
  • Read the full content of a specific result
  • List which integrations/sources you've connected
  • Look up your own account info

Honest status: this is still early

Right now, the MCP server authenticates the same way the rest of Yew does - your logged-in session. That works well for connecting your own MCP-compatible client to your own instance. What it doesn't support yet is an external AI tool connecting on someone else's behalf without an interactive login - that needs a real API-key permission model, which is still being built. We'd rather tell you that plainly than let the word "MCP" imply more than what's actually running.

Once that lands, the plan is two consumers of the same server: Yew's own conversational assistant (also not built yet), and external AI tools you already use, plugged directly into your knowledge without needing Yew's own interface at all.