rag-mcp-server
Verified Safeby torkian
Overview
Enables Claude Desktop to perform Retrieval-Augmented Generation (RAG) by connecting to a custom knowledge base via the Model Context Protocol (MCP).
Installation
python server.pySecurity Notes
The provided source code for the MCP server is straightforward and does not contain obvious security vulnerabilities such as 'eval' or hardcoded secrets. It communicates via standard I/O (stdio_server). The primary security considerations would arise from how users customize the 'search_knowledge_base' function, e.g., if they integrate with insecure external APIs or handle sensitive data improperly. The base code itself is safe.
Similar Servers
context-portal
Manages structured project context for AI assistants and developer tools, enabling Retrieval Augmented Generation (RAG) and prompt caching within IDEs.
ast-mcp-server
Provides an MCP (Model Context Protocol) server for code structure and semantic analysis using ASTs and ASGs, integrated with external AI clients like Claude Desktop.
mcp-raganything
Provides a FastAPI REST API and MCP server for Retrieval Augmented Generation (RAG) capabilities, integrating with the RAG-Anything and LightRAG libraries for multi-modal document processing and knowledge graph operations.
ragflow-claude-desktop-local-mcp
This server integrates RAGFlow's knowledge base and document management APIs with LLMs like Claude Desktop, providing enriched context and enhanced retrieval capabilities through a Model Context Protocol (MCP) interface.