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

Example App

Developer Tools

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60/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance20/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
420.1ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 404 in 420ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 420ms, task completion: 0%
Improvement Tips
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
Jul 3, 2026success420.1msPartial
Jun 30, 2026success345.2msPartial
Jun 27, 2026success281msPass
Jun 25, 2026success262.3msPass
Jun 24, 2026success358.9msPass
Jun 17, 2026success371.1msPass
Jun 16, 2026success235.5msPass
Jun 16, 2026success317.3msPass
Jun 15, 2026success221msPass
Jun 12, 2026success252.7msPass
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
Jul 5, 2026
Last Probed
Jul 3, 2026