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

ai.painspotter/painspotter

painspotter.ai↗|v1.0.0

AI-analyzed startup opportunities from Reddit, Hacker News & Product Hunt, with commercial scores.

60/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance20/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
254.1ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 406 in 254ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 254ms, task completion: 0%
Improvement Tips
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
Jul 14, 2026success254.1msPartial
Jul 12, 2026success243.1msPartial
Jul 8, 2026success235.1msPartial
Jul 8, 2026success239.2msPartial
Jul 3, 2026success243.8msPartial
Jun 30, 2026success231msPartial
Jun 27, 2026success237msPartial
Jun 25, 2026success238.8msPartial
Jun 24, 2026success233.6msPartial
Jun 17, 2026success234.8msPartial
Source Registries
mcp-registry
First Seen
Jun 2, 2026
Last Seen
Jul 17, 2026
Last Probed
Jul 14, 2026