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Waggle MCP Server

by abhigyan-shekhar Your server? Claim it
local only

Waggle MCP runs on your own machine — the client starts it, so there is no endpoint to ping. 63 installs a week from pypi. Last commit 29 Oct 2026.

Persistent graph-backed conversational memory for AI agents.

Installs per day peak 24 · avg 10 · -28% w/w
a month agotoday
63
Installs / week
pypi · waggle-mcp
44
Stars
171 open issues
29 Oct 2026
Last commit
from GitHub
Apache-2.0
License
Python

What the code does

We read the source, 3 d ago · rules 995398eba69f

Capabilities

What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.

File ships in the package but is absent from the source [пакет] src/waggle/graph.py:1, [пакет] src/waggle/server.py:1
этот файл ставится пользователю, но в репозитории его нет
    execFile(command, args, mergedOptions, (error, stdout, stderr) => {
                context_path = os.path.join(self.temp_dir, f"context_{context_index}.txt")
                exec(code, combined, combined)

Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.

This code can reach further than it looks

We found places where it runs commands, builds paths or queries from values it is given. None of that is a flaw by itself — it becomes one when the code changes, and code changes quietly between releases. We re-read it on every one.

Three servers free · no card

Connect this server

This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.

run in your terminal
claude mcp add Waggle-mcp -- uvx waggle-mcp
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "Waggle-mcp": {
      "command": "uvx",
      "args": [
        "waggle-mcp"
      ]
    }
  }
}
~/.codex/config.toml
[mcp_servers.Waggle-mcp]
command = "uvx"
args = ["waggle-mcp"]
.cursor/mcp.json
{
  "mcpServers": {
    "Waggle-mcp": {
      "command": "uvx",
      "args": [
        "waggle-mcp"
      ]
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "Waggle-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "waggle-mcp"
      ]
    }
  }
}

Optional settings from the registry entry, left out of the block above: 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).

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Waggle MCP — questions

Answers built from our own checks of this server.

Why is there no uptime for Waggle MCP?
Waggle MCP runs on your own machine over stdio — there is no network address to reach, so uptime cannot be measured for it by anyone. What can be measured is adoption: the pypi package waggle-mcp was installed 63 times last week.
How do I connect Waggle MCP?
Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It runs locally, so the command pulls waggle-mcp straight from pypi; nothing to host, nothing to sign up for.
How many people use Waggle MCP?
The pypi package waggle-mcp was installed 63 times in the last week. Week over week that is -28%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.
Is Waggle MCP open source?
Yes — it is published under the Apache-2.0 licence, written in Python, 44 stars on GitHub and 171 open issues. The source link is on this page, so you can read exactly what it does with your data before you connect it.