MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.
io.github.ajrogier/aiqaramba
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45/100
Operational Score
Score Breakdown
Availability10/30
Conformance10/30
Performance25/40
Key Metrics
Uptime 30d
92.9%
P95 Latency
337.5ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 200 in 83ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 337ms, task completion: 100%
Improvement Tips
- -Improve uptime (currently 92.9%, target 99%+)
- -Fix MCP initialize handshake errors
Recent Probe Results
| Timestamp | Status | Latency | Conformance |
|---|---|---|---|
| Jul 3, 2026 | success | 83.7ms | Partial |
| Jun 30, 2026 | error | 337.5ms | Fail |
| Jun 27, 2026 | success | 300.7ms | Pass |
| Jun 25, 2026 | success | 327.7ms | Pass |
| Jun 24, 2026 | success | 291.7ms | Pass |
| Jun 17, 2026 | success | 281.5ms | Pass |
| Jun 16, 2026 | success | 281.8ms | Pass |
| Jun 16, 2026 | success | 297ms | Pass |
| Jun 15, 2026 | success | 332.9ms | Pass |
| Jun 12, 2026 | success | 445.2ms | Pass |
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
Jul 5, 2026
Last Probed
Jul 3, 2026