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mcp-scientific-rag MCP Server

davinson-pezo/mcp-scientific-rag

Score: 53.1 ↓ 1.3% Rank #3484 Search & RAG
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A high-performance, 100% local Retrieval-Augmented Generation (RAG) system built on the Model Context Protocol (MCP). Designed specifically to help AI agents process complex scientific literature with unprecedented accuracy.

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Overview

davinson-pezo/mcp-scientific-rag is a Python MCP server licensed under MIT. A high-performance, 100% local Retrieval-Augmented Generation (RAG) system built on the Model Context Protocol (MCP). Designed specifically to help AI agents process complex scientific literature with unprecedented accuracy.

Ranked #3484 out of 24850 indexed tools.

Ecosystem

Python MIT

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 1

1 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 MIT

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

How to Improve

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 davinson-pezo/mcp-scientific-rag
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Matched Queries

"model context protocol""model-context-protocol"

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