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Claude Desktopguide →Vscodeguide →Cursorguide →Windsurfguide →

Honcho

remote

Memory that reasons: continual learning for stateful agents. Better context, fewer tokens.

ai search

Getting Started

npx @getmcp/cli add io.github.plastic-labs/honcho

Requires Python 3.10+. Community-contributed server. Review source before installing.

Required Environment Variables

Authorization
Authorization header for Honcho. Use either an OAuth access token or a Honcho API key from https://app.honcho.dev (API keys start with hch-). Send as: Bearer <token>.

Configuration

Config file: ~/Library/Application Support/Claude/claude_desktop_config.json

JSON

{
  "mcpServers": {
    "io.github.plastic-labs/honcho": {
      "url": "https://mcp.honcho.dev",
      "transport": "streamable-http",
      "headers": {
        "Authorization": "",
        "X-Honcho-Workspace-ID": ""
      }
    }
  }
}

Claude Desktop MCP documentation

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