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

Kultur.dev

Cultural Intelligence Infrastructure for AI Agents — 200+ markets, 15 tones, 8 tools

5/100
Operational Score
Score Breakdown
Availability0/30
Conformance0/30
Performance5/40
Key Metrics
Uptime 30d
0.0%
P95 Latency
4,269ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Unreachable — Timeout:
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
Improvement Tips
  • -Reduce response time (currently 4269ms, target <1000ms)
  • -Improve uptime (currently 0.0%, target 99%+)
Recent Probe Results
TimestampStatusLatencyConformance
Apr 4, 2026timeout0msFail
Apr 4, 2026timeout0msFail
Apr 4, 2026timeout0msFail
Apr 4, 2026timeout0msFail
Apr 4, 2026timeout0msFail
Apr 4, 2026timeout0msFail
Apr 4, 2026timeout0msFail
Apr 4, 2026timeout0msFail
Apr 4, 2026timeout0msFail
Apr 4, 2026timeout0msFail
Source Registries
mcp-registry
First Seen
Apr 1, 2026
Last Seen
Apr 4, 2026
Last Probed
Apr 4, 2026
Kultur.dev — Chiark Agent Quality Index