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Agentic-Rag MCP Server

kalyanAVT/Agentic-Rag

Score: 52.3 Rank #15145 Search & RAG
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An agent that answers multi-hop questions over a live, changing GitHub repo (e.g. "Summarize what changed in Project X this quarter and identify major risks") by decomposing the question, calling tools against issues/PRs/commits via the GitHub MCP server, using short- and long-term memory, and producing a cited answer

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Overview

kalyanAVT/Agentic-Rag is a Python MCP server. An agent that answers multi-hop questions over a live, changing GitHub repo (e.g. "Summarize what changed in Project X this quarter and identify major risks") by decomposing the question, calling tools against issues/PRs/commits via the GitHub MCP server, using short- and long-term memory, and producing a cited answer

Ranked #15145 out of 24846 indexed tools.

Ecosystem

Python No license

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 2

2 stars → early stage

Freshness 25% 12d ago

Last commit 12d ago → recently updated

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

Contributors medium impact

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

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

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AgentRank score for kalyanAVT/Agentic-Rag
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Matched Queries

"mcp server""mcp-server"

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