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

GoldenMatch

benseverndev-oss.github.io/goldenmatch↗|v1.25.0

Find duplicate records in 30 seconds. Zero-config entity resolution, 97.2% F1 out of the box.

54/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance14/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
395.5ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 406 in 395ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 395ms, task completion: 0%
Improvement Tips
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
Jul 3, 2026success395.5msPartial
Jun 30, 2026success126.4msPartial
Jun 27, 2026success188msPartial
Jun 25, 2026success65.8msPartial
Jun 24, 2026success126.9msPartial
Jun 17, 2026success126.8msPartial
Jun 16, 2026success126.4msPartial
Jun 16, 2026success131msPartial
Jun 15, 2026success128.7msPartial
Jun 12, 2026success125.1msPartial
Source Registries
mcp-registry
First Seen
Mar 29, 2026
Last Seen
Jul 3, 2026
Last Probed
Jul 3, 2026