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

American Default Research

Read-only MCP for U.S. household distress: 96 indicators, ADI composite, 3,144 counties.

47/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance7/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
6,790.2ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 406 in 5657ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 6790ms, task completion: 0%
Improvement Tips
  • -Reduce response time (currently 6790ms, target <1000ms)
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
Jun 27, 2026success5657.2msPartial
Jun 25, 2026success6790.2msPartial
Jun 24, 2026success4870.2msPartial
Jun 17, 2026success209.4msPartial
Jun 16, 2026success272.7msPartial
Jun 16, 2026success196.7msPartial
Jun 15, 2026success179.4msPartial
Jun 12, 2026success206.4msPartial
Jun 11, 2026success192.5msPartial
Jun 11, 2026success317.9msPartial
Source Registries
mcp-registry
First Seen
May 8, 2026
Last Seen
Jun 29, 2026
Last Probed
Jun 27, 2026