MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.
GoldenPipe
Clean, validate, and deduplicate data in one step. Chains data quality checks, transformations, and deduplication into a single pipeline. Skips unnecessary steps automatically. 4 tools: run the full pipeline, validate config, list available stages, explain decisions. Use from Claude to go from raw messy CSV to clean deduplicated records.
55/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance15/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
194.9ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 203ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 194ms, task completion: 0%
Recent Probe Results
| Timestamp | Status | Latency | Conformance |
|---|---|---|---|
| Apr 10, 2026 | success | 203.1ms | Pass |
| Apr 10, 2026 | success | 265.6ms | Pass |
| Apr 10, 2026 | success | 194.9ms | Pass |
Source Registries
smithery
First Seen
Apr 10, 2026
Last Seen
Apr 10, 2026
Last Probed
Apr 10, 2026