Crypto Price AI Agent
Monitors real-time cryptocurrency prices using local AI models, automates database updates, and enables natural language interaction with market data via a FastMCP server.
About
The Crypto Price AI Agent is an intelligent system designed to continuously track and analyze real-time cryptocurrency market data. It leverages Pydantic-AI with local large language models (specifically Llama 3.2 via Ollama) to autonomously fetch and process information on the top 50 cryptocurrencies. This agent automatically detects market shifts and seamlessly updates a Supabase database with the latest prices. Complementing this, an integrated FastMCP server bridges the Supabase database with Claude Desktop, allowing users to query, update, and manage cryptocurrency records using natural language commands, effectively creating an AI-powered data management and monitoring solution.
Key Features
- AI-Powered Data Fetching using Pydantic-AI and local Llama 3.2
- Real-time Monitoring of top 50 cryptocurrencies with 5-second update intervals
- Automated Supabase Database Integration for persistent data storage
- Active Market Listening with detection of coins entering/exiting the top 50
- Natural Language Database Management via FastMCP server and Claude Desktop
- 1 GitHub stars
Use Cases
- Building AI agents that leverage local LLMs for real-world data interaction and database synchronization.
- Enabling natural language queries and management of crypto data via Claude Desktop.
- Automated tracking and updating of cryptocurrency market data in a database.
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