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
55/100
Operational Score
Score Breakdown
Availability20/30
Conformance10/30
Performance25/40
Key Metrics
Uptime 30d
95.5%
P95 Latency
69.1ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 406 in 68ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 69ms, task completion: 0%
Improvement Tips
- -Improve uptime (currently 95.5%, target 99%+)
- -Fix MCP initialize handshake errors
Recent Probe Results
| Timestamp | Status | Latency | Conformance |
|---|---|---|---|
| May 16, 2026 | success | 68.2ms | Partial |
| May 13, 2026 | success | 69.1ms | Partial |
| May 13, 2026 | success | 64.9ms | Partial |
| May 12, 2026 | success | 64.3ms | Partial |
| May 11, 2026 | success | 65.2ms | Partial |
| May 9, 2026 | success | 64.6ms | Partial |
| May 7, 2026 | success | 65ms | Partial |
| May 7, 2026 | success | 63.1ms | Partial |
| May 7, 2026 | success | 63.6ms | Partial |
| May 6, 2026 | success | 63.9ms | Partial |
Source Registries
mcp-registry
First Seen
Mar 29, 2026
Last Seen
May 17, 2026
Last Probed
May 16, 2026