knowledge-rag
Rank #677glama/lyonzin/knowledge-rag
Local RAG system for Claude Code with hybrid search (semantic + BM25), cross-encoder reranking, markdown-aware chunking, and 12 MCP tools. Zero external servers, pure ONNX in-process.
What you can do with knowledge-rag
knowledge-rag is a Model Context Protocol (MCP) server published by lyonzin. It ranks #677 of 176,402 active servers on MCP Toplist, and its repository has 302 GitHub stars. knowledge-rag is listed across 2 registries — Glama and PulseMCP, with 28 release tags tracked from its GitHub repository. It was first listed on Feb 6, 2026 and most recently updated on Nov 6, 2026.
Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.
What knowledge-rag can and cannot do
Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.
What you need before using knowledge-rag
The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.
Declared by Glama, last synced Nov 14, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect knowledge-rag and confirm it works
Install configuration unavailable. No registry publishes a machine-readable install config for this server — follow the repository README.
After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.
When to choose another server
No task-specific alternatives are catalogued for knowledge-ragyet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Feb 6, 2026
- Latest release tag
- Nov 6, 2026
- Version history
- 28 release tags tracked (below)
- Requirements evidence
- Declared by Glama, last synced Nov 14, 2026. Not independently verified by MCP Toplist.
- Profile checked
- Not yet — purpose, capabilities and requirements above come from registry data only
- Ranking data as of
- Nov 14, 2026
- Glama ↗listed since Apr 26, 2026 · still listed
- PulseMCP ↗listed since Jun 4, 2026 · still listed
Do you maintain knowledge-rag? to show as its verified maintainer and add your own summary, sign-in details and links. The rest of this page is read from the registry listings and from MCP Toplist's own connection check.
GitHub releases (28)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| v5.0.1 | Nov 6, 2026 |
| v5.0.0 | Nov 6, 2026 |
| v4.11.1 | Oct 25, 2026 |
| v4.11.0 | Oct 4, 2026 |
| v4.10.0 | Oct 4, 2026 |
| v4.9.2 | Sep 29, 2026 |
| v4.9.1 | Sep 28, 2026 |
| v4.9.0 | Sep 22, 2026 |
| v4.8.5 | Aug 14, 2026 |
| v4.8.4 | Aug 13, 2026 |
| v4.8.3 | Aug 11, 2026 |
| v4.8.1 | Aug 7, 2026 |
| v4.7.1 | Aug 1, 2026 |
| v4.7.0 | Aug 1, 2026 |
| v4.6.0 | Jul 30, 2026 |
| v4.5.1 | Jul 29, 2026 |
| v4.5.0 | Jul 7, 2026 |
| v4.4.0 | Jul 6, 2026 |
| v4.3.1 | Jun 22, 2026 |
| v4.3.0 | Jun 17, 2026 |
| v4.2.0 | Jun 17, 2026 |
| v4.0.0 | Jun 9, 2026 |
| v3.9.1 | Jun 9, 2026 |
| v3.9.0 | May 10, 2026 |
| v3.8.1 | May 10, 2026 |
| v3.8.0 | May 10, 2026 |
| v3.7.0 | May 1, 2026 |
| v3.6.2 | Apr 24, 2026 |
Ranks ahead of 175,725 of 176,402 servers on MCP Toplist.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/glama%2Flyonzin%2Fknowledge-rag)<a href="https://mcptoplist.com/server/glama%2Flyonzin%2Fknowledge-rag"><img src="https://mcptoplist.com/badge/glama%2Flyonzin%2Fknowledge-rag.svg" alt="MCP Toplist: Top 1% of 176,402" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains knowledge-rag?
- knowledge-rag is maintained by lyonzin, which publishes 2 MCP servers (28 total versions) tracked on MCP Toplist.
- Is knowledge-rag listed on the Official MCP Registry?
- knowledge-rag is not on the Official MCP Registry. It is listed on Glama and PulseMCP.
- How many versions does knowledge-rag have?
- No registry surfaces explicit version metadata for knowledge-rag; MCP Toplist tracks 28 release tags from its GitHub repository, most recently published on Nov 6, 2026.
- Where can I find the source code for knowledge-rag?
- The source code for knowledge-rag is hosted at github.com/lyonzin/knowledge-rag.
Do you run this server?
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