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

AI-powered job cost estimator for skilled trades with material and labor breakdowns

59/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance19/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
133ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 404 in 133ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 133ms, task completion: 0%
Improvement Tips
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
Jul 3, 2026success133msPartial
Jun 30, 2026success118.7msPartial
Jun 27, 2026success60.3msPartial
Jun 25, 2026success111.1msPartial
Jun 24, 2026success46msPartial
Jun 17, 2026success60.3msPartial
Jun 16, 2026success44.9msPartial
Jun 16, 2026success43.9msPartial
Jun 15, 2026success144.9msPartial
Jun 12, 2026success48.9msPartial
Source Registries
mcp-registry
First Seen
Mar 31, 2026
Last Seen
Jul 3, 2026
Last Probed
Jul 3, 2026