Parsey McParseface

This server requires a non-standard TensorFlow models installation. Follow the author's Ubuntu 14.04 setup guide linked in the README, which patches the models repo to keep Parsey McParseface running across multiple parse requests.

The standard tensorflow/models package will not work. You must clone JoshData's fork and check out the online-parsing branch, which keeps the parser process alive between requests.

git clone https://github.com/JoshData/models.git
cd models
git checkout online-parsing

Clone the Flask server that wraps the running parser process and exposes it as an HTTP API endpoint.

git clone https://github.com/JoshData/parsey-mcparseface-server.git
cd parsey-mcparseface-server

Install the required Python packages and launch the Flask application. The server will expose a local HTTP endpoint for parse requests.

pip install -r requirements.txt
python server.py

Point your MCP client at the running Flask server. Because this is an archived project without a packaged MCP entry point, you connect via the HTTP endpoint exposed by the Flask app.

{
  "mcpServers": {
    "parsey-mcparseface": {
      "command": "npx",
      "args": ["parsey-mcparseface"]
    }
  }
}