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

AI Site Scorer

ai-readiness.mingles.ai↗|v1.0.0
AI & Agents

Check website AI-readiness: Schema.org, llms.txt, E-E-A-T, robots.txt. Works in Cursor & Claude.

40/100
Operational Score
Score Breakdown
Availability10/30
Conformance10/30
Performance20/40
Key Metrics
Uptime 30d
69.6%
P95 Latency
264.6ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 404 in 264ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 264ms, task completion: 0%
Improvement Tips
  • -Improve uptime (currently 69.6%, target 99%+)
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
May 22, 2026success264.6msPartial
May 22, 2026success253.5msPartial
May 21, 2026success262msPartial
May 20, 2026success241.3msPartial
May 18, 2026success259.5msPartial
May 16, 2026success234.1msPartial
May 13, 2026success306.7msPartial
May 13, 2026success249msPartial
May 12, 2026success304.6msPartial
May 11, 2026success248.2msPartial
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
May 23, 2026
Last Probed
May 22, 2026