SERVER

Waggle-mcp

Rank #2114

glama/Abhigyan-Shekhar/Waggle-mcp

Persistent graph-backed conversational memory for AI agents.

First listed
Apr 12, 2026
Last publish date
Apr 21, 2026
OVERVIEW

Waggle-mcp is a Model Context Protocol (MCP) server published by Abhigyan-Shekhar. It ranks #2114 of 58,832 servers tracked on MCP Toplist, and its repository has 12 GitHub stars. Waggle-mcp is listed across 2 registries — Official MCP and Glama, with 1 tracked version. It was first listed on Apr 12, 2026 and most recently updated on Apr 21, 2026.

STANDING
#2,114of 58,832 tracked serversTop 5%

Ranks ahead of 56,718 of 58,832 servers on MCP Toplist.

CONNECT

Use Waggle-mcp

Add Waggle-mcp to any MCP client (Claude, Cursor, VS Code, …) with one of the configs below.

Python package (PyPI)
{
  "mcpServers": {
    "waggle-mcp": {
      "command": "uvx",
      "args": [
        "waggle-mcp"
      ],
      "env": {
        "WAGGLE_TRANSPORT": "<your WAGGLE_TRANSPORT>",
        "WAGGLE_BACKEND": "<your WAGGLE_BACKEND>",
        "WAGGLE_DB_PATH": "<your WAGGLE_DB_PATH>",
        "WAGGLE_DEFAULT_TENANT_ID": "<your WAGGLE_DEFAULT_TENANT_ID>",
        "WAGGLE_MODEL": "<your WAGGLE_MODEL>"
      }
    }
  }
}

Replace each placeholder with your own value before saving.

REGISTRIES

Listed on 1 registry (1 delisted)

GlamaDelisted · last seen Apr 27, 2026
ORGANIZATION

Abhigyan-Shekhar

Organization
Total servers
1
Total versions
1
VERSIONS

Available versions (1)

VersionPublished
0.1.8Apr 21, 2026
FAQ

Frequently asked questions

What is Waggle-mcp?
Persistent graph-backed conversational memory for AI agents.
Who maintains Waggle-mcp?
Waggle-mcp is maintained by Abhigyan-Shekhar, which publishes 1 MCP server (1 total version) tracked on MCP Toplist.
Is Waggle-mcp an official MCP server?
Yes — Waggle-mcp is listed on the Official MCP Registry, alongside Glama.
How many versions does Waggle-mcp have?
MCP Toplist tracks 1 version of Waggle-mcp, most recently published on Apr 21, 2026.
Where can I find the source code for Waggle-mcp?
The source code for Waggle-mcp is hosted at github.com/Abhigyan-Shekhar/Waggle-mcp.
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