MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.
io.github.RubenTay/agent-vending-factory
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45/100
Operational Score
Score Breakdown
Availability10/30
Conformance10/30
Performance25/40
Key Metrics
Uptime 30d
82.6%
P95 Latency
94.9ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 406 in 92ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 94ms, task completion: 0%
Improvement Tips
- -Improve uptime (currently 82.6%, target 99%+)
- -Fix MCP initialize handshake errors
Recent Probe Results
| Timestamp | Status | Latency | Conformance |
|---|---|---|---|
| May 22, 2026 | success | 92.4ms | Partial |
| May 22, 2026 | success | 94.5ms | Partial |
| May 21, 2026 | success | 94.6ms | Partial |
| May 20, 2026 | success | 94.9ms | Partial |
| May 18, 2026 | timeout | 0ms | Fail |
| May 16, 2026 | success | 94.7ms | Partial |
| May 13, 2026 | timeout | 0ms | Fail |
| May 13, 2026 | timeout | 0ms | Fail |
| May 12, 2026 | success | 104ms | Partial |
| May 11, 2026 | success | 108.3ms | Partial |
Source Registries
mcp-registry
First Seen
Mar 31, 2026
Last Seen
May 22, 2026
Last Probed
May 22, 2026