Local MCP server + CLI turning PDFs/notes into a semantic knowledge base — FAISS + sentence-transformers, hybrid BM25/dense search, cross-encoder reranking, eval-driven.
Quick Install
Copy the config for your editor. Some servers may need additional setup — check the README.
Claude Desktop
Claude Code
Cursor
Add to claude_desktop_config.json:
{
"mcpServers": {
"knowledge-mcp-server": {
"command": "uvx",
"args": [
"knowledge-mcp-server"
]
}
}
}📋 Copy
Run in terminal:
claude mcp add knowledge-mcp-server uvx knowledge-mcp-server📋 Copy
Add to .cursor/mcp.json:
{
"mcpServers": {
"knowledge-mcp-server": {
"command": "uvx",
"args": [
"knowledge-mcp-server"
]
}
}
}📋 Copy
Or install with pip: pip install knowledge-mcp-server