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mcp-scientific-rag MCP Server

davinson-pezo/mcp-scientific-rag

Score: 55.1 Rank #1914 Search & RAG
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High-performance local MCP server for Scientific RAG. Optimized for extracting tables, formulas, and references from technical PDFs using PyMuPDF4LLM and Ollama.

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Overview

davinson-pezo/mcp-scientific-rag is a Python MCP server licensed under MIT. High-performance local MCP server for Scientific RAG. Optimized for extracting tables, formulas, and references from technical PDFs using PyMuPDF4LLM and Ollama.

Ranked #1914 out of 29331 indexed tools.

In the top 7% of all indexed tools.

Actively maintained with commits in the last week.

Ecosystem

Python MIT

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 1

1 stars → early stage

Freshness 25% 2d ago

Last commit 2d ago → actively maintained

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 25% · Issue Health 25% · Dependents 25% · Stars 15% · Contributors 10% · 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

"mcp server""mcp-server"

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