MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.
GoldenFlow
Data transformation toolkit — standardize, reshape, and normalize messy data
50/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance10/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
337.5ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 406 in 360ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 337ms, task completion: 0%
Improvement Tips
- -Fix MCP initialize handshake errors
Recent Probe Results
| Timestamp | Status | Latency | Conformance |
|---|---|---|---|
| Apr 3, 2026 | success | 360.3ms | Partial |
| Apr 3, 2026 | success | 218.8ms | Partial |
| Apr 3, 2026 | success | 249.8ms | Partial |
| Apr 3, 2026 | success | 202.1ms | Partial |
| Apr 3, 2026 | success | 217ms | Partial |
| Apr 2, 2026 | success | 185.6ms | Partial |
| Apr 2, 2026 | success | 160.2ms | Partial |
| Apr 2, 2026 | success | 163ms | Partial |
| Apr 2, 2026 | success | 367.1ms | Partial |
| Apr 2, 2026 | success | 148.1ms | Partial |
Source Registries
mcp-registry
First Seen
Mar 29, 2026
Last Seen
Apr 1, 2026
Last Probed
Apr 3, 2026