MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.
DevPilot
Dev server supervisor for AI coders. Manages dev server lifecycles, detects reloads, checks health, and recovers from crashes. 10 MCP tools for full lifecycle management. Best used as a local stdio server (pip install devpilot-ai[mcp]) since it needs access to your machine processes and ports.
44/100
Operational Score
Score Breakdown
Availability20/30
Conformance10/30
Performance14/40
Key Metrics
Uptime 30d
97.9%
P95 Latency
489.9ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 206ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 489ms, task completion: 0%
Improvement Tips
- -Improve uptime (currently 97.9%, target 99%+)
Recent Probe Results
| Timestamp | Status | Latency | Conformance |
|---|---|---|---|
| Apr 6, 2026 | success | 206.3ms | Pass |
| Apr 6, 2026 | success | 203.6ms | Pass |
| Apr 6, 2026 | success | 188.2ms | Pass |
| Apr 6, 2026 | success | 226.6ms | Pass |
| Apr 3, 2026 | success | 216.3ms | Pass |
| Apr 3, 2026 | success | 200.7ms | Pass |
| Apr 3, 2026 | success | 202.1ms | Pass |
| Apr 3, 2026 | success | 230ms | Pass |
| Apr 3, 2026 | success | 693.8ms | Pass |
| Apr 3, 2026 | success | 273.6ms | Pass |
Source Registries
smithery
First Seen
Mar 31, 2026
Last Seen
Apr 6, 2026
Last Probed
Apr 6, 2026