MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.
com.roboflow/roboflow-mcp
Roboflow computer vision for AI assistants: datasets, annotation, versioning, workflows, inference.
57/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance17/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
246.1ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 246ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 246ms, task completion: 0%
Recent Probe Results
| Timestamp | Status | Latency | Conformance |
|---|---|---|---|
| Jul 12, 2026 | success | 246.1ms | Pass |
| Jul 8, 2026 | success | 187.7ms | Pass |
| Jul 8, 2026 | success | 192.2ms | Pass |
| Jul 3, 2026 | success | 209.9ms | Pass |
| Jun 30, 2026 | success | 187.2ms | Pass |
| Jun 27, 2026 | success | 187.7ms | Pass |
| Jun 25, 2026 | success | 1121.1ms | Pass |
| Jun 24, 2026 | success | 1079.1ms | Pass |
| Jun 17, 2026 | success | 948.3ms | Pass |
| Jun 16, 2026 | success | 1010.3ms | Pass |
Source Registries
mcp-registry
First Seen
Apr 16, 2026
Last Seen
Jul 12, 2026
Last Probed
Jul 12, 2026