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

Example MCP Server

Cloud & Infrastructure

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49/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance9/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
1,001.9ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 404 in 527ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 1001ms, task completion: 0%
Improvement Tips
  • -Reduce response time (currently 1001ms, target <1000ms)
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
May 16, 2026success527.5msPartial
May 13, 2026success936.4msPartial
May 13, 2026success883.5msPartial
May 12, 2026success472.6msPartial
May 11, 2026success1001.9msPartial
May 9, 2026success476.2msPartial
May 7, 2026success1088.6msPartial
May 7, 2026success1173.4msPartial
May 7, 2026success837.2msPartial
May 6, 2026success1468.7msPartial
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
May 17, 2026
Last Probed
May 16, 2026