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Windsurf

Lancelot for Windsurf

io.github.ayers-software-repair/lancelot

An MCP server for search and retrieval over a local LanceDB database

client:Windsurf transport:streamable-http runtime:npm tools:4

Install Lancelot in Windsurf

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

{
  "mcpServers": {
    "lancelot": {
      "serverUrl": "https://mcp.ayers.repair/lancelot"
    }
  }
}

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

What Windsurf can do once it is connected

Lancelot in other clients