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The biomedical-rag-research-assistant MCP server was last committed 24d ago and has 0 contributors. Issue health: 50% of issues resolved. AgentRank freshness score reflects real-time maintenance activity.

biomedical-rag-research-assistant MCP Server

Name: Electrolight123/biomedical-rag-research-assistant
Rating: 2.8 (1 reviews)
Author: Electrolight123

Electrolight123/biomedical-rag-research-assistant

Score: 45.0 Rank #23571 Search & RAG

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Biomedical RAG assistant for PubMed documents featuring hybrid ChromaDB and BM25 retrieval, MiniLM embeddings, RRF, grounded citations, guardrails, MCP tools, FastAPI, Streamlit, Langfuse, RAGAS, and automated evaluation.

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Overview

Electrolight123/biomedical-rag-research-assistant is a Python tool. Biomedical RAG assistant for PubMed documents featuring hybrid ChromaDB and BM25 retrieval, MiniLM embeddings, RRF, grounded citations, guardrails, MCP tools, FastAPI, Streamlit, Langfuse, RAGAS, and automated evaluation.

Ranked #23571 out of 24840 indexed tools.

Ecosystem

Python No license

Score Breakdown

Stars 15% 1

1 stars → early stage

Freshness 25% 24d ago

Last commit 24d 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 →

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License low impact

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Contributors medium impact

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Dependents medium impact

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

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Details

Stars: 1
Forks: 0
Open Issues: 0
Closed Issues: 0
Contributors: 0
Dependents: —
Language: Python
License: —
Last Commit: 24d ago

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topic:mcp

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