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Engrava

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MindQL queries, hybrid search, and a thought graph - read/write memory for AI agents.

Claude Desktopguide →Vscodeguide →Cursorguide →Windsurfguide →

Getting Started

npx @getmcp/cli add ai.sovantica/engrava

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

Required Environment Variables

ENGRAVA_DB_PATH
Absolute path to the SQLite database file. Created if missing; its directory must exist. Enough on its own: full-text search, the graph and MindQL work, but vector search needs ENGRAVA_MCP_CONFIG.

Configuration

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

JSON

{
  "mcpServers": {
    "ai.sovantica/engrava": {
      "command": "uvx",
      "args": [
        "engrava-mcp"
      ],
      "env": {
        "ENGRAVA_DB_PATH": "",
        "ENGRAVA_MCP_CONFIG": "",
        "ENGRAVA_MCP_READ_ONLY": ""
      }
    }
  }
}

Claude Desktop MCP documentation

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