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Waggle-mcp

Persistent graph-backed conversational memory for AI agents.

Python Local macOSWindowsLinux
★ 43 stars Last pushed 2026-09-22 License: Apache-2.0

Topics: Knowledge & Memory

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Review any command before running it. Package names and URLs come from the server's own registry entry.

Package (pypi 0.1.8)

uvx waggle-mcp

Or add to your MCP client config:

{
  "mcpServers": {
    "waggle-mcp": {
      "command": "uvx",
      "args": [
        "waggle-mcp"
      ],
      "env": {
        "WAGGLE_TRANSPORT": "<YOUR_VALUE>",
        "WAGGLE_BACKEND": "<YOUR_VALUE>",
        "WAGGLE_DB_PATH": "<YOUR_VALUE>",
        "WAGGLE_DEFAULT_TENANT_ID": "<YOUR_VALUE>",
        "WAGGLE_MODEL": "<YOUR_VALUE>"
      }
    }
  }
}
  • WAGGLE_TRANSPORT — Transport mode for the MCP server.
  • WAGGLE_BACKEND — Backend database type: sqlite for local use or neo4j for service deployments.
  • WAGGLE_DB_PATH — Path to the SQLite memory database when WAGGLE_BACKEND is sqlite.
  • WAGGLE_DEFAULT_TENANT_ID — Default tenant ID for local or shared memory isolation.
  • WAGGLE_MODEL — Sentence-transformers model used for local embeddings.

Related servers

Listed in punkpeye/awesome-mcp-servers (MIT)

Data from the Official MCP Registry