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

OpenWarrant — AI Text Detection

Detect AI-generated text: the probability a document's prose was LLM-written, with the tells.

45/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance5/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
1,003.8ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 406 in 1003ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 1003ms, task completion: 0%
Improvement Tips
  • -Reduce response time (currently 1003ms, target <1000ms)
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
Jun 11, 2026success1003.8msPartial
Source Registries
mcp-registry
First Seen
Jun 10, 2026
Last Seen
Jun 10, 2026
Last Probed
Jun 11, 2026