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

Prometheus MCP

Utilities

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42/100
Operational Score
Score Breakdown
Availability0/30
Conformance10/30
Performance32/40
Key Metrics
Uptime 30d
4.3%
P95 Latency
599.8ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 400 in 416ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 599ms, task completion: 100%
Improvement Tips
  • -Improve uptime (currently 4.3%, target 99%+)
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
May 21, 2026success416.2msPartial
May 20, 2026error599.8msFail
May 18, 2026error435.2msFail
May 16, 2026error485.6msFail
May 13, 2026error470.2msFail
May 13, 2026error584.5msFail
May 12, 2026error830msFail
May 11, 2026error485.4msFail
May 9, 2026error537.6msFail
May 7, 2026error380.5msFail
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
May 20, 2026
Last Probed
May 21, 2026