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adaptive-rag-agent MCP Server

Gaurang-gupta/adaptive-rag-agent

Score: 37.8 Rank #15104 Search & RAG
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A self-correcting RAG backend that audits its own retrieval quality, rewrites and retries failed queries (bounded), and returns cited, self-verified answers, exposed through both a Fastify REST API and an MCP server, with a reproducible evaluation harness proving the adaptive loop outperforms a single-shot baseline.

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Overview

Gaurang-gupta/adaptive-rag-agent is a TypeScript MCP server. A self-correcting RAG backend that audits its own retrieval quality, rewrites and retries failed queries (bounded), and returns cited, self-verified answers, exposed through both a Fastify REST API and an MCP server, with a reproducible evaluation harness proving the adaptive loop outperforms a single-shot baseline.

Ranked #15104 out of 24850 indexed tools.

Ecosystem

TypeScript No license

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 1

1 stars → early stage

Freshness 25% 1mo ago

Last commit 1mo 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 44 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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AgentRank score for Gaurang-gupta/adaptive-rag-agent
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Matched Queries

"mcp server""mcp-server"

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