Knowledge Rag
Memory KnowledgeLocal RAG system for Claude Code with hybrid search (semantic + BM25), cross-encoder reranking, markdown-aware chunking, 9 file formats, file watcher, and 12 MCP tools. Zero external servers. pip install knowledge-rag
Installation
C:\Users\YOUR_USER\knowledge-rag\venv\Scripts\python.exe -m mcp_server.serverView configuration snippet
{
"mcpServers": {
"knowledge-rag": {
"command": "C:\\Users\\YOUR_USER\\knowledge-rag\\venv\\Scripts\\python.exe",
"args": [
"-m",
"mcp_server.server"
]
}
}
}💡 Tip: Make sure you have the appropriate package manager installed. Refer to the official documentation for detailed installation instructions.
Compatibility Matrix
Cursor
Claude Desktop
MCP Compatible
Server Information
Quick Stats
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