Is the ReposResponser MCP server actively maintained?

The ReposResponser MCP server was last committed 2mo ago and has 0 contributors. Issue health: 50% of issues resolved. AgentRank freshness score reflects real-time maintenance activity.

ReposResponser MCP Server

Name: Muzammil592/ReposResponser
Rating: 2.2 (1 reviews)
Author: Muzammil592

Muzammil592/ReposResponser

Score: 29.4 Rank #19087 Search & RAG

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A conversational RAG system built with LangChain and FastAPI that lets developers query any GitHub codebase in natural language. Uses AST-based code-aware chunking, structure-preserving embeddings, and agentic tool routing to answer questions like "where is auth handled?" with cited file/line references.

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Overview

Muzammil592/ReposResponser is a Python agent tool. A conversational RAG system built with LangChain and FastAPI that lets developers query any GitHub codebase in natural language. Uses AST-based code-aware chunking, structure-preserving embeddings, and agentic tool routing to answer questions like "where is auth handled?" with cited file/line references.

Ranked #19087 out of 24850 indexed tools.

Ecosystem

Python No license

Score Breakdown

Stars 15% 1

1 stars → early stage

Freshness 25% 2mo ago

Last commit 2mo ago → moderate activity

Issue Health 25% 50%

No issues filed → no history to score

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 None

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · 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 66 days ago — a recent commit would boost your freshness score

Contributors medium impact

Single-contributor projects carry bus-factor risk — welcoming contributors boosts confidence

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Markdown

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Details

Stars: 1
Forks: 0
Open Issues: 0
Closed Issues: 0
Contributors: 0
Dependents: —
Language: Python
License: —
Last Commit: 2mo ago

Matched Queries

"agent tool"

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