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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. 54 installs a week from pypi. Last commit 17 Sep 2026.

Persistent graph-backed conversational memory for AI agents.

Installs per day peak 25 · avg 7 · +46% w/w
a month agotoday
54
Installs / week
pypi · waggle-mcp
42
Stars
177 open issues
17 Sep 2026
Last commit
0 releases in 90 days
Apache-2.0
License
Python

What the code does

We read the source, 21 h ago · rules 3dff92dd89df

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)
Dumps the whole environment apps/vscode-extension/src/spawn-env.ts:27
  for (const [key, value] of Object.entries(process.env)) {

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": {
      "args": [
        "waggle-mcp"
      ],
      "command": "uvx"
    }
  }
}
~/.codex/config.toml
[mcp_servers.Waggle-mcp]
command = "uvx"
args = ["waggle-mcp"]
.cursor/mcp.json
{
  "mcpServers": {
    "Waggle-mcp": {
      "args": [
        "waggle-mcp"
      ],
      "command": "uvx"
    }
  }
}
.vscode/mcp.json
{
  "mcpServers": {
    "Waggle-mcp": {
      "args": [
        "waggle-mcp"
      ],
      "command": "uvx"
    }
  }
}

This one needs environment variables set before it will start: 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.). The author declared them in the registry entry; get the values from the project itself.

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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 54 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 with the file path 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 54 times in the last week. Week over week that is +46%. 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, 42 stars on GitHub and 177 open issues. The source link is on this page, so you can read exactly what it does with your data before you connect it.