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Windsurf

Quipu for Windsurf

io.github.scbrown/quipu

Local knowledge graph memory for agents. SHACL rules refuse bad facts; SPARQL and time travel.

client:Windsurf transport:stdio runtime:oci

Install Quipu in Windsurf

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

{
  "mcpServers": {
    "quipu": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "ghcr.io/scbrown/quipu:0.11.1"
      ]
    }
  }
}

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

Quipu in other clients