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72
/100
B ◐ Assessed 33

annota

AI-powered paper annotation MCP server. Reads papers, highlights key findings with semantic color coding, explains formulas, and writes structured reading notes — all saved back to Zotero. Features two-phase workflow for large PDFs (63–80% context savings) and batch annotations.

python by dengls24 ★ 4 Last commit: 1 month, 2 weeks ago
Assessed visibility — 3/3 applicable dimensions scored
✓ Schema Quality — Protocol — Reliability ✓ Docs & Maintenance ✓ Security Hygiene — Schema Interpretability
Schema Quality
60
42% weight
Protocol Compliance
N/A
Local server
Reliability
N/A
Local server
Docs & Maintenance
62
25% weight
Security Hygiene
95
33% weight
30-Day Trend

Score History

Category Trends

Static Analysis

Metric Score Rating
Schema Completeness 50 Fair
Description Quality 75 Good
Documentation Coverage 47 Fair
Maintenance Pulse 70 Good
Dependency Health 30 Poor
License Clarity 100 Good
Version Hygiene 80 Good
Analyzed 1 month ago
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