MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.
DevOps Agent
Manage AWS, Azure, GCP, Kubernetes, CI/CD, Docker, Terraform and more. 643 tools.
40/100
Operational Score
Score Breakdown
Availability20/30
Conformance10/30
Performance10/40
Key Metrics
Uptime 30d
95.7%
P95 Latency
282.1ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 67ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 282ms, task completion: 0%
Improvement Tips
- -Improve uptime (currently 95.7%, target 99%+)
- -Fix MCP initialize handshake errors
Recent Probe Results
| Timestamp | Status | Latency | Conformance |
|---|---|---|---|
| May 18, 2026 | success | 67.4ms | Partial |
| May 16, 2026 | success | 74.8ms | Partial |
| May 13, 2026 | success | 282.1ms | Partial |
| May 13, 2026 | success | 184.9ms | Partial |
| May 12, 2026 | success | 66.1ms | Partial |
| May 11, 2026 | success | 81.9ms | Partial |
| May 9, 2026 | success | 112.6ms | Partial |
| May 7, 2026 | success | 182.8ms | Partial |
| May 7, 2026 | success | 221.5ms | Partial |
| May 7, 2026 | success | 167.7ms | Partial |
Source Registries
mcp-registry
First Seen
Apr 6, 2026
Last Seen
May 19, 2026
Last Probed
May 18, 2026