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

DevMatch

dev-match.xyz↗|v0.2.0

MCP server for Cursor/Claude Code: paste a JD or README, get ranked engineers by verified work.

69/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance29/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
284.7ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 404 in 189ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 284ms, task completion: 100%
Recent Probe Results
TimestampStatusLatencyConformance
Jun 9, 2026success189.8msPass
Jun 5, 2026success130.6msPass
Jun 5, 2026success253.7msPass
Jun 4, 2026success188.5msPass
Jun 3, 2026success284.7msPass
May 30, 2026success174.1msPass
May 29, 2026success187msPass
May 29, 2026success108msPass
May 27, 2026success162.4msPass
May 27, 2026success174.2msPass
Source Registries
mcp-registry
First Seen
May 26, 2026
Last Seen
Jun 9, 2026
Last Probed
Jun 9, 2026