Crocodile Conservation Predictor

Example Use Cases

• 1

  Predict crocodile conservation status from biological features in real time.

• 2

  Interact with a conservation prediction API via terminal using MCP and LLM integration.

• 3

  A web-based interface to input crocodile data and receive conservation status predictions.

Description

This MCP server powers a FastAPI backend that predicts the conservation status of crocodiles based on various biological features. It integrates with a Streamlit frontend for web UI and supports terminal-based interactions via MCP client with OpenAI GPT-4o for real-time predictions. The system leverages a trained ML model and Modular Control Protocol to enable structured, dynamic API access and LLM-driven terminal queries.