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25
/100
F ◉ Complete 66

need

AI agents hallucinate package names. need gives them a verified index of 10,000+ CLI tools — and a closed feedback loop that gets smarter with every install.

by tuckerschreiber ★ 5 Last commit: 4 weeks, 2 days ago
Prompt Injection Risk Exfiltration Risk
Complete visibility — 6/6 applicable dimensions scored
✓ Schema Quality ✓ Protocol ✓ Reliability ✓ Docs & Maintenance ✓ Security Hygiene ✓ Schema Interpretability
Schema Quality
90
25% weight
Protocol Compliance
10
20% weight
Reliability
20% weight
Docs & Maintenance
53
15% weight
Security Hygiene
71
20% weight
Schema Interpretability
98
15% 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 2 weeks, 2 days ago

Static Analysis

Metric Score Rating
Schema Completeness 90 Good
Description Quality 90 Good
Documentation Coverage 47 Fair
Maintenance Pulse 44 Fair
Dependency Health 75 Good
License Clarity 100 Good
Version Hygiene Poor
Analyzed 4 weeks, 2 days ago

Protocol Compliance

Schema Valid
Yes
Auth Discovery
Probed 4 weeks, 2 days ago
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