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SPEAR_Earth_System_Data_Assistant MCP Server

zappalaja/SPEAR_Earth_System_Data_Assistant

Score: 28.0 Rank #20255 Search & RAG
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Full SPEAR Earth System Data Assistant application. This repository includes the Streamlit User Interface, the Model Context Protocol Server, the RAG Ingestion Pipeline, and the RAG Retrieval Service server.

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Overview

zappalaja/SPEAR_Earth_System_Data_Assistant is a Python MCP server. Full SPEAR Earth System Data Assistant application. This repository includes the Streamlit User Interface, the Model Context Protocol Server, the RAG Ingestion Pipeline, and the RAG Retrieval Service server.

Ranked #20255 out of 24850 indexed tools.

Ecosystem

Python No license

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 1

1 stars → early stage

Freshness 25% 2mo ago

Last commit 2mo 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 70 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 zappalaja/SPEAR_Earth_System_Data_Assistant
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Matched Queries

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

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