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.

59/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance19/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
35.3ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 400 in 20ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 35ms, task completion: 0%
Improvement Tips
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
Jun 30, 2026success20.1msPartial
Jun 27, 2026success35.3msPartial
Jun 25, 2026success26.4msPartial
Jun 24, 2026success29.1msPartial
Jun 17, 2026success26.8msPartial
Jun 16, 2026success20.3msPartial
Jun 16, 2026success62.4msPartial
Jun 15, 2026success39.9msPartial
Jun 12, 2026success33.7msPartial
Jun 11, 2026success23.3msPartial
Source Registries
mcp-registry
First Seen
Apr 5, 2026
Last Seen
Jul 2, 2026
Last Probed
Jun 30, 2026