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

ContentFlow

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45/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance5/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
1,149.3ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 354ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 1149ms, task completion: 0%
Improvement Tips
  • -Reduce response time (currently 1149ms, target <1000ms)
Recent Probe Results
TimestampStatusLatencyConformance
Jul 3, 2026success354.2msPass
Jun 30, 2026success1149.3msPass
Jun 27, 2026success543.1msPass
Jun 25, 2026success377.8msPass
Jun 24, 2026success405.9msPass
Jun 17, 2026success283msPass
Jun 16, 2026success276.5msPass
Jun 16, 2026success312.3msPass
Jun 15, 2026success323.1msPass
Jun 12, 2026success372.5msPass
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
Jul 5, 2026
Last Probed
Jul 3, 2026