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

MCP Automations

github.com/wzltmp/mcp-automations↗|v0.1.0

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40/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance0/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
12,534.9ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 406 in 4533ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 12534ms, task completion: 0%
Improvement Tips
  • -Reduce response time (currently 12534ms, target <1000ms)
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
Jul 12, 2026success4533msPartial
Jul 8, 2026success254.1msPartial
Jul 8, 2026success12534.9msPartial
Jul 3, 2026success4676.8msPartial
Jun 30, 2026success4643.7msPartial
Jun 27, 2026success4600.5msPartial
Jun 25, 2026success3995.1msPartial
Jun 24, 2026success4413.1msPartial
Jun 17, 2026success4586msPartial
Jun 16, 2026success161.3msPartial
Source Registries
mcp-registry
First Seen
May 28, 2026
Last Seen
Jul 13, 2026
Last Probed
Jul 12, 2026