Honcho for Windsurf

io.github.plastic-labs/honcho

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

client:Windsurf transport:streamable-http

Install Honcho in Windsurf

~/.codeium/windsurf/mcp_config.json · windows: %USERPROFILE%\.codeium\windsurf\mcp_config.json

{
  "mcpServers": {
    "honcho": {
      "serverUrl": "https://mcp.honcho.dev"
    }
  }
}

Global only — Windsurf has no per-project MCP config. Refresh Cascade after saving. Windsurf docs