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.

60/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance20/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
202.4ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 406 in 156ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 202ms, task completion: 0%
Improvement Tips
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
May 13, 2026success156.8msPartial
May 13, 2026success160.6msPartial
May 12, 2026success185.5msPartial
May 11, 2026success202.4msPartial
May 9, 2026success181.9msPartial
Source Registries
mcp-registry
First Seen
May 8, 2026
Last Seen
May 13, 2026
Last Probed
May 13, 2026