olafgeibig/knowledge-mcp
If you are the rightful owner of knowledge-mcp and would like to certify it and/or have it hosted online, please leave a comment on the right or send an email to henry@mcphub.com.
knowledge-mcp is a specialized MCP server designed to integrate domain-specific knowledge bases with AI agents, enhancing their ability to provide accurate and context-aware responses.
knowledge-mcp is a Model Context Protocol (MCP) server that connects AI assistants with specialized knowledge bases. It allows users to create, manage, and query these knowledge bases, making domain-specific information accessible to AI agents. By leveraging LightRAG, knowledge-mcp enhances the capabilities of Large Language Models (LLMs) through Retrieval-Augmented Generation (RAG) and knowledge graph techniques. This integration enables AI agents to provide more precise and contextually relevant responses, especially in specialized domains. The server offers a command-line interface for managing knowledge bases and exposes search functionalities via the FastMCP protocol, allowing compatible AI agents to query them directly. This approach reduces reliance on general semantic searches and broad web queries, improving the accuracy and relevance of AI-generated responses.
Features
- CLI Tool: Provides a user-friendly command-line interface for managing knowledge bases.
- Knowledge Base Engine: Utilizes LightRAG for document processing, embedding, and complex querying.
- MCP Server: Exposes search functionality via the FastMCP protocol for AI agents.
- Flexible Storage: Supports different backends for storing data, vectors, and graph information.
- LLM/Embedding Integration: Compatible with providers like OpenAI, Ollama, and Hugging Face.