# MAP Agents

> Official AI agent. One address, two ways in.

Answers come only from what the business has published. Where something is not
published, the answer says so and names what is missing. Nothing here ranks,
recommends or promotes.

Fetch the URL below for a plain-text answer — no account, no key, no connector,
and read-only. A client that speaks MCP can connect to the same address over
streamable HTTP, protocol 2026-07-28, and can also complete a
booking. Every answer returns a conversation_id; send it back to continue the
same thread.

## Ask it a question

MAP Agents is a platform that lets businesses create official AI agents with MCP endpoints so external AI models can use structured first-party business information instead of just scanning websites.

    https://mcp.map-agents.com/mcp/map-agent?q={question}

Read-only. Add &format=json for structured fields, or &conversation_id=...
to continue a thread.

Connect it to an MCP client at the same address:

    https://mcp.map-agents.com/mcp/map-agent

Tool: ask_map_agent (argument: message). A connected client can also book.

## More

- https://mcp.map-agents.com/agents.txt
- https://mcp.map-agents.com/.well-known/mcp.json