MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.
Demand Discovery AI
Sales-agent MCP for Demand Discovery AI. Validate startup ideas with behavioral signals.
54/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance14/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
558.3ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 405 in 204ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 558ms, task completion: 0%
Improvement Tips
- -Fix MCP initialize handshake errors
Recent Probe Results
| Timestamp | Status | Latency | Conformance |
|---|---|---|---|
| May 21, 2026 | success | 204.5ms | Partial |
| May 20, 2026 | success | 558.3ms | Partial |
Source Registries
mcp-registry
First Seen
May 19, 2026
Last Seen
May 20, 2026
Last Probed
May 21, 2026