atune mcp
Expose understand() to an AI coding agent or assistant over the Model Context Protocol.
Expose understand() to an AI coding agent or assistant over the Model Context
Protocol (MCP), so it can ask about any account, user, feature, or your portfolio
on your behalf.
npx atune mcpThis starts a stdio MCP server with a single understand tool. Point your agent
at it — Claude Code, Cursor, or any MCP-capable client — and it can query your
customer understanding directly.
What the agent gets
The understand tool takes an entity and a question and returns the same
grounded, cited UnderstandResult your own code would
get. Because answers are cited and return knows: false when uncertain, the
agent can't fabricate — it reports what the signals actually support.
Same key, same rules
The MCP server uses your ATUNE_API_KEY and only ever sees your workspace's
understanding. It's the understand() surface, exposed to an agent — nothing more.
See Query from an AI agent for a full walkthrough.