MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.
AEO Scanner
AI search visibility audit with AEO Score and Agent Readiness scores plus fix code.
47/100
Operational Score
Score Breakdown
Availability27/30
Conformance10/30
Performance10/40
Key Metrics
Uptime 30d
99.3%
P95 Latency
802.9ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 406 in 97ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 802ms, task completion: 0%
Improvement Tips
- -Fix MCP initialize handshake errors
Recent Probe Results
| Timestamp | Status | Latency | Conformance |
|---|---|---|---|
| Apr 4, 2026 | success | 97.9ms | Partial |
| Apr 4, 2026 | success | 98.5ms | Partial |
| Apr 4, 2026 | success | 64.1ms | Partial |
| Apr 4, 2026 | success | 234.6ms | Partial |
| Apr 4, 2026 | success | 329.8ms | Partial |
| Apr 4, 2026 | success | 71.7ms | Partial |
| Apr 4, 2026 | success | 99.1ms | Partial |
| Apr 4, 2026 | success | 208.9ms | Partial |
| Apr 4, 2026 | success | 281ms | Partial |
| Apr 4, 2026 | success | 232.1ms | Partial |
Source Registries
mcp-registry
First Seen
Apr 1, 2026
Last Seen
Apr 3, 2026
Last Probed
Apr 4, 2026