70
/100
B
◉ Complete 5⁄5
Scientific-Papers-MCP
A Model Context Protocol (MCP) server that provides LLMs with real-time access to scientific papers from arXiv and OpenAlex.
arXiv
Glama
MCP Surface
Tools: 6
Complete visibility
— 5/5 applicable dimensions scored
✓ Schema Quality
✓ Protocol
— Reliability
✓ Docs & Maintenance
✓ Security Hygiene
✓ Schema Interpretability
Schema Quality
94
42% weight
Protocol Compliance
N/A
Local server
Reliability
N/A
Local server
Docs & Maintenance
38
25% weight
Security Hygiene
81
33% weight
Schema Interpretability
35
15% weight
Score History
Category Trends
Static Analysis
| Metric | Score | Rating |
|---|---|---|
| Schema Completeness | 100 | Good |
| Description Quality | 85 | Good |
| Documentation Coverage | 52 | Fair |
| Maintenance Pulse | 36 | Poor |
| Dependency Health | 55 | Fair |
| License Clarity | — | Poor |
| Version Hygiene | 35 | Poor |
Analyzed 2 months, 2 weeks ago
Protocol Compliance
Schema Issues (6)
list_categories: missing description
fetch_latest: missing description
fetch_top_cited: missing description
fetch_content: missing description
search_papers: missing description
fetch_pdf_content: missing description
Probed 2 months, 2 weeks ago
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