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77
/100
B ◎ Verified 55

ai-visibility-scanner

Scan websites for AI visibility and marketing health with interactive dashboard.

by edelgad3 Last commit: 1 month, 3 weeks ago
MCP Surface Tools: 5 Resources: 1
Verified visibility — 5/5 applicable dimensions scored
✓ Schema Quality ✓ Protocol ✓ Reliability ✓ Docs & Maintenance ✓ Security Hygiene — Schema Interpretability
Schema Quality
96
25% weight
Protocol Compliance
74
20% weight
Reliability
83
20% weight
Docs & Maintenance
37
15% weight
Security Hygiene
81
20% weight
30-Day Trend

Score History

Category Trends

30-Day Uptime

30 days ago Today

Latency Trend

Latest Health Check

Up
Status
0ms
Connect
362ms
Initialize
566ms
Ping
86.8%
7-day Uptime
389ms
Latency p50
Checked 34 minutes ago

Static Analysis

Metric Score Rating
Schema Completeness 60 Fair
Description Quality 90 Good
Documentation Coverage 37 Poor
Maintenance Pulse 45 Fair
Dependency Health 55 Fair
License Clarity Poor
Version Hygiene Poor
Analyzed 1 month, 3 weeks ago

Protocol Compliance

5
Tools Found
110ms
Tools/List
Fail
Schema Valid
100/100
Error Handling
100/100
Fuzz Score
40/100
Smoke Test
Schema Issues (14)
refresh_scan.url: missing description
refresh_scan.max_pages: missing description
compare_scan.url: missing description
compare_scan.competitor_url: missing description
compare_scan.max_pages: missing description
get_score_breakdown.dimension: missing description
get_score_breakdown.checks: missing type definition
get_score_breakdown.checks: missing description
submit_lead.name: missing description
submit_lead.email: missing description
submit_lead.company: missing description
submit_lead.tier: missing description
submit_lead.scan_url: missing description
submit_lead.findings_count: missing description
Probed 1 month, 3 weeks ago
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