LangChain Multi-Server

소개

This powerful Model Context Protocol (MCP) system enhances LangChain agents by integrating them with multiple data sources and services, including real-time weather, stock data, Elasticsearch for indexing, and MongoDB for document storage. It enables intelligent tool calling based on user queries, automatically stores conversations and extracted data, and ensures secure handling of API credentials through `.netrc` files, facilitating the development of sophisticated AI-driven applications and data workflows.

주요 기능

• 1 GitHub stars
• Real-time Data: Provides live weather alerts and stock portfolio data
• Multi-Server Architecture: Integrates Weather, Stocks, MongoDB, and Elasticsearch servers
• Secure Configuration: Manages API credentials via `.netrc` files
• AI Agent Integration: LangChain agent intelligently utilizes all available tools
• Automatic Data Storage: Conversations and data automatically stored in Elasticsearch

사용 사례

• Retrieving real-time weather alerts and stock portfolio data through AI agents.
• Building advanced AI-driven workflows by integrating disparate data sources for complex queries.
• Automating data storage for AI agent conversations and extracted information into databases.