LightRAG

关于

The LightRAG MCP Server acts as a crucial bridge, enabling AI assistants to seamlessly leverage the extensive capabilities of a LightRAG instance. It provides over 30 fully functional tools, covering everything from comprehensive document management and knowledge graph operations to sophisticated querying and system control. By offering a standardized Model Context Protocol interface, it simplifies the development of advanced Retrieval-Augmented Generation (RAG) applications that can harness knowledge graphs for richer, more accurate contextual understanding and response generation.

主要功能

• Access to over 30 LightRAG API tools for RAG and Knowledge Graph operations
• Comprehensive document management (insert, upload, scan, delete)
• Full control over knowledge graph entities and relationships
• Multiple advanced query modes including naive, local, global, hybrid, and mix
• Real-time streaming responses for queries
• 0 GitHub stars

使用案例

• Programmatically interacting with and updating knowledge graph entities and relationships
• Building sophisticated RAG applications with knowledge graph integration
• Managing and querying large datasets of documents for AI assistance