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38
/100
F ◎ Verified 5⁄5

papersflow-mcp

Hosted MCP server by [PapersFlow](https://papersflow.ai) for academic research with 7 specialized AI agents and 474M+ papers from Semantic Scholar and OpenAlex. Literature search, citation verification, citation graph exploration, and autonomous deep research workflows.

typescript by papersflow-ai ★ 2 Last commit: 7 months, 1 week ago
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Verified visibility — 5/5 applicable dimensions scored
✓ Schema Quality ✓ Protocol ✓ Reliability ✓ Docs & Maintenance ✓ Security Hygiene — Schema Interpretability
Schema Quality
52
25% weight
Protocol Compliance
10
20% weight
Reliability
—
20% weight
Docs & Maintenance
43
15% weight
Security Hygiene
81
20% weight
30-Day Trend

Score History

Category Trends

30-Day Uptime

30 days ago Today

Latest Health Check

Down
Status
0ms
Connect
0.0%
7-day Uptime
Checked 5 months ago

Static Analysis

Metric Score Rating
Schema Completeness 30 Poor
Description Quality 85 Good
Documentation Coverage 49 Fair
Maintenance Pulse 46 Fair
Dependency Health — Poor
License Clarity 100 Good
Version Hygiene — Poor
Analyzed 7 months, 1 week ago

Protocol Compliance

—
Schema Valid
Yes
Auth Discovery
Probed 7 months, 1 week ago
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