MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.
ai.smithery/aicastle-school-openai-api-agent-project
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54/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance14/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
323.7ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 404 in 183ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 323ms, task completion: 0%
Improvement Tips
- -Fix MCP initialize handshake errors
Recent Probe Results
| Timestamp | Status | Latency | Conformance |
|---|---|---|---|
| Jul 3, 2026 | success | 183.8ms | Partial |
| Jun 30, 2026 | success | 323.7ms | Partial |
| Jun 27, 2026 | success | 159.6ms | Partial |
| Jun 25, 2026 | success | 180.8ms | Partial |
| Jun 24, 2026 | success | 185.2ms | Partial |
| Jun 17, 2026 | success | 881.2ms | Partial |
| Jun 16, 2026 | success | 940.6ms | Partial |
| Jun 16, 2026 | success | 834.3ms | Partial |
| Jun 15, 2026 | success | 167.3ms | Partial |
| Jun 12, 2026 | success | 419.9ms | Partial |
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
Jul 4, 2026
Last Probed
Jul 3, 2026