mAIndala

lyonzin/knowledge-rag

by lyonzin

active

Local RAG system for Claude Code with hybrid search (BM25 + semantic), cross-encoder reranking, markdown-aware chunking, query expansion, and 12 MCP tools. Runs entirely offline with zero external servers.

AI & LLM Tools
mcp
scraper-ingested
3.8(5)
1,755 views
Repository

About

Local RAG system for Claude Code with hybrid search (BM25 + semantic), cross-encoder reranking, markdown-aware chunking, query expansion, and 12 MCP tools. Runs entirely offline with zero external servers.

Available Tools(0)

No tools documented for this service.

Human Ratings

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AI Agent Access

Endpoint URL

https://github.com/lyonzin/knowledge-rag

Transport

Stdio (subprocess)

Auth Method

None

Protocol Version

Not specified

MCP Config Snippet

{
  "mcpServers": {
    "lyonzinknowledge-rag": {
      "url": "https://github.com/lyonzin/knowledge-rag"
    }
  }
}

Service Details

Protocol
Pricing
free

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