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mcp-rag MCP Server

JMRussas/mcp-rag

Score: 37.2 Rank #7156 Search & RAG
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Turn any codebase into a searchable knowledge base for AI coding assistants. Config-driven RAG pipeline + MCP server with hybrid semantic/keyword search.

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Overview

JMRussas/mcp-rag is a Python MCP server. Turn any codebase into a searchable knowledge base for AI coding assistants. Config-driven RAG pipeline + MCP server with hybrid semantic/keyword search.

Ranked #7156 out of 25022 indexed tools.

Ecosystem

Python NOASSERTION

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 1

1 stars → early stage

Freshness 25% 6mo ago

Last commit 6mo ago → stale

Issue Health 25% 0%

0/1 issues closed → many open issues

Contributors 10% 0

0 contributors → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 0
Description Detailed
License NOASSERTION

Weights: Freshness 25% · Issue Health 25% · Dependents 25% · Stars 15% · Contributors 10% · How we score →

How to Improve

License low impact

Add an MIT or Apache-2.0 license to signal trust and enable adoption

Freshness high impact

Last commit was 185 days ago — a recent commit would boost your freshness score

Issue Health high impact

You have 1 open vs 0 closed issues — triaging stale issues improves health

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AgentRank score for JMRussas/mcp-rag
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Matched Queries

"mcp server""mcp-server"

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