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

PageLens AI

AI website audit: security, SEO, performance, UX and accessibility checks with actionable fixes.

50/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance10/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
819.4ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 186ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 819ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Jun 12, 2026success186.7msPass
Jun 11, 2026success161.2msPass
Jun 11, 2026success478msPass
Jun 10, 2026success499.4msPass
Jun 9, 2026success819.4msPass
Jun 5, 2026success137.8msPass
Jun 5, 2026success624msPass
Jun 4, 2026success145.1msPass
Jun 3, 2026success566.2msPass
May 30, 2026success137.4msPass
Source Registries
mcp-registry
First Seen
Apr 23, 2026
Last Seen
Jun 11, 2026
Last Probed
Jun 12, 2026