io.github.Abhigyan-Shekhar/Waggle-mcp

io.github.Abhigyan-Shekhar/Waggle-mcp

Persistent graph-backed conversational memory for AI agents.

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Connect this server

Add this to your MCP client config — claude_desktop_config.json (Claude Desktop) or .cursor/mcp.json (Cursor).Suits: Claude Desktop · Cursor.

{
  "mcpServers": {
    "waggle-mcp": {
      "command": "uvx",
      "args": [
        "waggle-mcp"
      ],
      "env": {
        "WAGGLE_TRANSPORT": "stdio",
        "WAGGLE_BACKEND": "sqlite",
        "WAGGLE_DB_PATH": "~/.waggle/memory.db",
        "WAGGLE_DEFAULT_TENANT_ID": "local-default",
        "WAGGLE_MODEL": "all-MiniLM-L6-v2"
      }
    }
  }
}
Environment variables
  • WAGGLE_TRANSPORTTransport mode for the MCP server.
  • WAGGLE_BACKENDBackend database type: sqlite for local use or neo4j for service deployments.
  • WAGGLE_DB_PATHPath to the SQLite memory database when WAGGLE_BACKEND is sqlite.
  • WAGGLE_DEFAULT_TENANT_IDDefault tenant ID for local or shared memory isolation.
  • WAGGLE_MODELSentence-transformers model used for local embeddings.

A starting point — check the repository for exact arguments and setup. Restart your client after editing the config.

Category
Developer Tools
Version
0.1.8
Registry
active
Published
4/21/2026

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