Advanced Architecture2026-07-191 min read

MCP Server for Crisp: Live Chat Automation

Real-time MCP tools for Crisp live chat, covering session lookup, canned replies, and handoff to a human agent.

Chat bot examplesHandoff pattern sharing

Crisp's real-time websocket API means an MCP server here often runs as a long-lived process rather than a request-per-call handler, holding session state between tool calls.

Core Tools

  • get_session_context(session_id)
  • send_message(session_id, text)
  • transfer_to_human(session_id, reason)

Handoff Is the Hard Part

The most important tool in this set is the transfer — define clear criteria (repeated confusion, explicit request, billing topics) for when the agent should hand off rather than keep trying.

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