Leaderboard/AEO Scanner
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

AEO Scanner

github.com/Convrgent/aeo-scanner-mcp↗|v2.0.0

AI search visibility audit with AEO Score and Agent Readiness scores plus fix code.

54/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance14/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
339.1ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 406 in 188ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 339ms, task completion: 0%
Improvement Tips
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
May 20, 2026success188.8msPartial
May 18, 2026success75msPartial
May 16, 2026success339.1msPartial
May 13, 2026success226.6msPartial
May 13, 2026success328.9msPartial
May 12, 2026success261.7msPartial
May 11, 2026success312.8msPartial
May 9, 2026success103.3msPartial
May 7, 2026success345.5msPartial
May 7, 2026success401.6msPartial
Source Registries
mcp-registry
First Seen
Apr 1, 2026
Last Seen
May 19, 2026
Last Probed
May 20, 2026