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Claude Desktopguide →Vscodeguide →Cursorguide →Windsurfguide →

Gctrl

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Governed graph-native agent memory: knowledge extraction, fusion, hybrid RAG, scoped access tokens.

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Getting Started

npx @getmcp/cli add io.github.GCTRL-TECH/gctrl

Requires Node.js 18+. Community-contributed server. Review source before installing.

Required Environment Variables

GCTRL_API_TOKEN
Scoped GCTRL Access Token (gctrl_â€¦) created in Settings â†’ Access Control

Configuration

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

JSON

{
  "mcpServers": {
    "io.github.GCTRL-TECH/gctrl": {
      "command": "npx",
      "args": [
        "-y",
        "gctrl-mcp"
      ],
      "env": {
        "GCTRL_GATEWAY_URL": "",
        "GCTRL_API_URL": "",
        "GCTRL_API_TOKEN": ""
      }
    }
  }
}

Claude Desktop MCP documentation

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