Leaderboard/GoldenCheck
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

GoldenCheck

Check CSV files for data quality issues � finds bad emails, phone format problems, missing values, type mismatches, outliers, and encoding errors. Zero config: just point it at a file. 19 tools: scan for issues, get health score (A-F grade), profile columns, auto-fix problems, detect drift from baseline. Works with CSV, Parquet, Excel, and databases. Use from Claude to audit any dataset.

54/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance14/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
517.8ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 189ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 517ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Apr 10, 2026success189msPass
Apr 10, 2026success452msPass
Apr 10, 2026success219msPass
Apr 10, 2026success517.8msPass
Apr 10, 2026success227.5msPass
Source Registries
smithery
First Seen
Apr 10, 2026
Last Seen
Apr 10, 2026
Last Probed
Apr 10, 2026
GoldenCheck — Chiark Agent Quality Index