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

AI Humanizer

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50/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance10/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
206ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 402 in 206ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 206ms, task completion: 0%
Improvement Tips
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
Jul 12, 2026success206msPartial
Jul 8, 2026success63.9msPartial
Jul 8, 2026success69.3msPartial
Jul 3, 2026success109.4msPartial
Jun 30, 2026success129.2msPartial
Jun 27, 2026success54.4msPartial
Jun 25, 2026success80msPartial
Jun 24, 2026success52.4msPartial
Jun 17, 2026success127.3msPartial
Jun 16, 2026success103.2msPartial
Source Registries
mcp-registry
First Seen
May 28, 2026
Last Seen
Jul 12, 2026
Last Probed
Jul 12, 2026