Leaderboard/io.github.stayce/icf-mcp
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

io.github.stayce/icf-mcp

github.com/stayce/icf-mcp-cloudflare↗|v1.0.0
Developer Tools

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55/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance15/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
132.8ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 404 in 25ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 132ms, task completion: 0%
Improvement Tips
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
Jul 3, 2026success25.5msPartial
Jun 30, 2026success132.8msPartial
Jun 27, 2026success88.3msPartial
Jun 25, 2026success23.7msPartial
Jun 24, 2026success29.7msPartial
Jun 17, 2026success117.4msPartial
Jun 16, 2026success38msPartial
Jun 16, 2026success47.7msPartial
Jun 15, 2026success37.9msPartial
Jun 12, 2026success38.3msPartial
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
Jul 4, 2026
Last Probed
Jul 3, 2026