Leaderboard/io.github.dhanaway/analog-mcp
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

io.github.dhanaway/analog-mcp

github.com/dhanaway/analog↗|v1.0.5
Developer Tools

Query real-time US data and AI-analyzed attributes across the country.

50/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance10/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
411.2ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 200 in 594ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 411ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Apr 2, 2026success594.1msPass
Apr 2, 2026success195.3msPass
Apr 2, 2026success399msPass
Apr 2, 2026success787.8msPass
Apr 2, 2026success312msPass
Apr 2, 2026success167.1msPass
Apr 2, 2026success397.1msPass
Apr 2, 2026success310.1msPass
Apr 2, 2026success609.5msPass
Apr 2, 2026success258.5msPass
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
Apr 1, 2026
Last Probed
Apr 2, 2026