MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.
NLP Tools - Sentiment, NER, Toxicity & Language Detection
Translation & Language
Toxicity, sentiment, NER, PII detection, and language identification tools
10/100
Operational Score
Score Breakdown
Availability0/30
Conformance10/30
Performance0/40
Key Metrics
Uptime 30d
32.2%
P95 Latency
13,699.9ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 406 in 38ms
Conformance
MCP initialize handshake + tools/list
MCP initialize handshake failed
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 13699ms, task completion: 0%
Improvement Tips
- -Reduce response time (currently 13699ms, target <1000ms)
- -Improve uptime (currently 32.2%, target 99%+)
- -Fix MCP initialize handshake errors
Recent Probe Results
| Timestamp | Status | Latency | Conformance |
|---|---|---|---|
| Apr 3, 2026 | success | 38.5ms | Partial |
| Apr 3, 2026 | success | 25.4ms | Partial |
| Apr 3, 2026 | success | 31ms | Partial |
| Apr 3, 2026 | success | 28.7ms | Partial |
| Apr 3, 2026 | success | 31.9ms | Partial |
| Apr 3, 2026 | success | 30.8ms | Partial |
| Apr 3, 2026 | success | 31.1ms | Partial |
| Apr 3, 2026 | success | 26.4ms | Partial |
| Apr 2, 2026 | success | 20.7ms | Partial |
| Apr 2, 2026 | success | 28.1ms | Partial |
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
Apr 1, 2026
Last Probed
Apr 3, 2026