Other · Local MCP server

Waggle MCP

Persistent graph-backed conversational memory for AI agents.

What the MCP Registry states

The entry as published to the official MCP Registry (read 2026-10-04), latest version.

Registry name
io.github.Abhigyan-Shekhar/Waggle-mcp
Version
0.1.8
Status
Active
Category
other
Transport
stdio (local process)
Package
PyPI
Published
2026-04-21
Updated
2026-04-21
Publisher
Abhigyan-Shekhar (GitHub)
Repository
github.com/Abhigyan-Shekhar/Waggle-mcp
Source
Registry API entry

Packages

RegistryPackageVersionTransportEnvironment variables
PyPIwaggle-mcp0.1.8stdioWAGGLE_TRANSPORT, WAGGLE_BACKEND, WAGGLE_DB_PATH, WAGGLE_DEFAULT_TENANT_ID, WAGGLE_MODEL

How to connect Waggle MCP

Waggle MCP runs locally from a Python package published to PyPI: waggle-mcp version 0.1.8. It speaks MCP over stdio, so the client starts it as a program and talks to it through standard input and output. It needs Python; clients usually start it with uvx (from uv) or after pip install — the usual command is uvx waggle-mcp. It reads these environment variables: WAGGLE_TRANSPORT, WAGGLE_BACKEND, WAGGLE_DB_PATH, WAGGLE_DEFAULT_TENANT_ID and WAGGLE_MODEL; set them in the client's configuration for this server.

In the mcpServers JSON format that many desktop and editor MCP clients read, the entry looks like this (placeholders in angle brackets):

{
  "mcpServers": {
    "waggle-mcp": {
      "command": "uvx",
      "args": [
        "waggle-mcp"
      ],
      "env": {
        "WAGGLE_TRANSPORT": "<value>",
        "WAGGLE_BACKEND": "<value>",
        "WAGGLE_DB_PATH": "<value>",
        "WAGGLE_DEFAULT_TENANT_ID": "<value>",
        "WAGGLE_MODEL": "<value>"
      }
    }
  }
}

Derived from the registry entry, not tested here. What the server does, and on what terms, is set by its publisher; check its repository or website before giving it access to your accounts or files. How to add an MCP server to an assistant · Before you connect

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