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

Text Classifier API

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

65/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance25/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
115.9ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 404 in 114ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 115ms, task completion: 0%
Improvement Tips
  • -Fix MCP initialize handshake errors
Recent Probe Results
TimestampStatusLatencyConformance
Jul 8, 2026success114.5msPartial
Jul 8, 2026success109.1msPartial
Jul 3, 2026success115.9msPartial
Jun 30, 2026success19.1msPartial
Jun 27, 2026success18.6msPartial
Jun 25, 2026success26msPartial
Jun 24, 2026success28.8msPartial
Jun 17, 2026success15.3msPartial
Jun 16, 2026success16.9msPartial
Jun 16, 2026success20.2msPartial
Source Registries
mcp-registry
First Seen
Apr 12, 2026
Last Seen
Jul 9, 2026
Last Probed
Jul 8, 2026