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Waggle-mcp

Persistent graph-backed conversational memory for AI agents.

MCP · local★ 44updated 23 Oct 2026by io.github.Abhigyan-Shekhar
run in your terminal
claude mcp add waggle-mcp -- uvx waggle-mcp

How to start

  1. Run the command in your terminal, in the project where you want it.
  2. Sign in if asked the first time Claude connects.
  3. Check it: run /mcp in Claude Code and look for it in the list.

What it needs

  • WAGGLE_TRANSPORTOptional. Transport mode for the MCP server.
  • WAGGLE_BACKENDOptional. Backend database type: sqlite for local use or neo4j for service deployments.
  • WAGGLE_DB_PATHOptional. Path to the SQLite memory database when WAGGLE_BACKEND is sqlite.
  • WAGGLE_DEFAULT_TENANT_IDOptional. Default tenant ID for local or shared memory isolation.
  • WAGGLE_MODELOptional. Sentence-transformers model used for local embeddings.

Environment variables as listed in the server's MCP Registry entry.