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

Text Classifier API

github.com/Br0ski777/text-classifier-x402↗|v1.1.0

Classify text into categories with confidence, readability, content type. x402.

62/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance22/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
42.9ms
Conformance
Fail
Trend
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 404 in 25ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 42ms, task completion: 0%
Improvement Tips
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
May 22, 2026success25.4msPartial
May 22, 2026success23.3msPartial
May 21, 2026success26.6msPartial
May 20, 2026success42.9msPartial
May 18, 2026success31.8msPartial
May 16, 2026success23.3msPartial
May 13, 2026success27msPartial
May 13, 2026success40.8msPartial
May 12, 2026success24.3msPartial
May 11, 2026success185.8msPartial
Source Registries
mcp-registry
First Seen
Apr 12, 2026
Last Seen
May 22, 2026
Last Probed
May 22, 2026