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knowledge-rag MCP Server

lyonzin/knowledge-rag

Score: 93.8 → 0% Rank #133 overall #4 of 1,865 in Search & RAG Search & RAG
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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.

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claude mcp add agentrank -- npx -y agentrank-mcp-server

Overview

lyonzin/knowledge-rag is a Python MCP server licensed under MIT. 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.

Ranked #133 out of 81417 indexed tools.

In the top 1% of all indexed tools.

Actively maintained with commits in the last week.

Ecosystem

Python MIT

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 290

290 stars → growing community

Freshness 25% 1d ago

Last commit 1d ago → actively maintained

Issue Health 25% 100%

40/40 issues closed → responsive maintainer

Contributors 10% 8

8 contributors → small team

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 42
Description Detailed
License MIT

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

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AgentRank score for lyonzin/knowledge-rag
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Matched Queries

"mcp server""mcp-server"topic:mcptopic:mcp-server

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