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

io.github.joshuaworth/estimations

github.com/joshuaworth/estimations↗|v1.0.0

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55/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance15/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
168.4ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 404 in 49ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 168ms, task completion: 0%
Improvement Tips
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
May 18, 2026success49.9msPartial
May 16, 2026success37.5msPartial
May 13, 2026success42.8msPartial
May 13, 2026success168.4msPartial
May 12, 2026success37msPartial
May 11, 2026success40.1msPartial
May 9, 2026success39.8msPartial
May 7, 2026success228.9msPartial
May 7, 2026success71.7msPartial
May 7, 2026success113.7msPartial
Source Registries
mcp-registry
First Seen
Mar 31, 2026
Last Seen
May 18, 2026
Last Probed
May 18, 2026