knowledge-rag

ai-infrastructure🔥 Trending

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.

GitHub ↗

Stars

234

Δ stars 7d

+37

Δ stars 30d

—

Forks

Contributors

npm DL / wk

—

PyPI DL / wk

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Language

Python

Last push

2026-07-17

About knowledge-rag

Drop your PDFs, markdown, code, notebooks — **1800+ files, 39K chunks, indexed in under 3 minutes.** Hybrid search (BM25 + semantic vectors + cross-encoder reranking) through 13 MCP tools. Everything runs locally via ONNX. No Docker, no Ollama, no API keys, no data leaves your machine. What's New | Supported Formats | Installation | Configuration | API Reference | Architecture Both parameters are fully backwards-compatible (existing callers see no change in behavior).

Read the full README on GitHub →

Why knowledge-rag is trending

Gained 37 stars in the last 7 days
Growing 5.3x faster than the previous week
3x the median weekly star growth of its category

Growth score: 79/100 week of 2026-07-20

Acceleration (40%)100

Relative velocity (30%)100

Downloads (20%)0

Activity (10%)93

Signal history

Week	Score	Δ★	Signal
2026-07-20	79	+37	🔥 Trending
2026-07-13	48	+37	🌱 Emerging
2026-07-06	78	+48	🌱 Emerging
2026-06-29	78	+40	🌱 Emerging
2026-06-22	79	+9	Stable

knowledge-rag alternatives

Projects in the same category, closest in size — picked by data, not opinion.

M.I.M.I.R - Multi-agent Intelligent Memory & Insight RepositoryStable277 ★

ClawMemStable192 ★

soft-ue-cliStable190 ★

InstruktStable328 ★

See all ai-infrastructure projects ranked by growth →

Frequently asked questions

Is knowledge-rag still maintained?: Yes — actively maintained. The last push was on 2026-07-17, with 4 contributors.
Is knowledge-rag growing?: Yes — it currently carries our trending signal, gaining 37 stars in the last 7 days. See the weekly signal history above.
What are the best knowledge-rag alternatives?: Closest by category and size in our data: M.I.M.I.R - Multi-agent Intelligent Memory & Insight Repository, ClawMem, soft-ue-cli — full list with live signals above.

Topics

RAG (Retrieval-Augmented Generation)Knowledge Graphs Vector Databases mcp mcp-server claude claude-code codex antigravity semantic-search cursor-ai rag vector-database knowledge-base retrieval-augmented-generation hybrid-search local-ai reranking document-search claude-code-cli inteligencia-artificial rag-chatbot rag-pipeline

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Tracked since 2026-06-24 · data as of 2026-07-19 · 0 open issues · 7 releases