Leaderboard/io.github.edelgad3/ai-visibility-scanner
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

io.github.edelgad3/ai-visibility-scanner

github.com/edelgad3/ai-visibility-scanner↗|v1.0.0

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

62/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance22/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
28.1ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 400 in 23ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 28ms, task completion: 0%
Improvement Tips
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
May 18, 2026success23.4msPartial
May 16, 2026success22.6msPartial
May 13, 2026success28.1msPartial
May 13, 2026success18.9msPartial
May 12, 2026success16.8msPartial
May 11, 2026success36.1msPartial
May 9, 2026success20msPartial
May 7, 2026success15.4msPartial
May 7, 2026success40.5msPartial
May 7, 2026success23msPartial
Source Registries
mcp-registry
First Seen
Apr 5, 2026
Last Seen
May 18, 2026
Last Probed
May 18, 2026