Python · MIT
lyonzin/knowledge-rag
Local RAG MCP server for Claude Code — hybrid search (semantic + BM25), cross-encoder reranking, 13 MCP tools, 20 format parsers. Zero external servers, zero API keys.
★ 301
Stars
49 forks · 6 open issues
+1.0/wk
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
22.4
Momentum / 100
see the breakdown below
9mo ago
Created
last push 13d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 1.1 | +1.0/wk, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.0 | last week ran 0.41× the monthly pace |
| Freshness | 15 | 14.1 | last push 13d ago; decays to zero at 180 days |
| Scale | 15 | 7.2 | 301 stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 22.4 | sum of the above |
Detail
| Topics | antigravityclaudeclaude-codeclaude-code-clicodexcursor-aidocument-searchhybrid-searchinteligencia-artificialknowledge-baselocal-aimcpmcp-serverragrag-chatbotrag-pipelinererankingretrieval-augmented-generationsemantic-searchvector-database |
| Matched on | RAG (retrieval-augmented-generation, semantic-search, vector-database) |
| Short window | +1 stars over 7 days = 0.1/day |
| Long window | +9 stars over 26 days = 0.3/day |
| Lifetime average | 1.10 stars/day over 273 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |