Leaderboard/com.munispot/municipal-data
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

com.munispot/municipal-data

munispot.com↗|v1.0.0

Financial data, credit scores, and economic indicators for 14,800+ U.S. municipalities.

45/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance5/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
1,060ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 131ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 1060ms, task completion: 0%
Improvement Tips
  • -Reduce response time (currently 1060ms, target <1000ms)
Recent Probe Results
TimestampStatusLatencyConformance
Apr 4, 2026success131.3msPass
Apr 4, 2026success180msPass
Apr 4, 2026success506.5msPass
Apr 4, 2026success210msPass
Apr 4, 2026success189.4msPass
Apr 4, 2026success114.1msPass
Apr 4, 2026success195.1msPass
Apr 4, 2026success153.2msPass
Apr 4, 2026success253.9msPass
Apr 4, 2026success112msPass
Source Registries
mcp-registry
First Seen
Apr 1, 2026
Last Seen
Apr 3, 2026
Last Probed
Apr 4, 2026
com.munispot/municipal-data — Chiark Agent Quality Index