classify
shallowonline.x-402/mcp · Verify this server
Assign one of 2 to 12 supplied labels to each of up to 20 short messages, with a confidence; labels outside the supplied list are never returned Route short messages to labels you supply: up to 20 messages and 2 to 12 labels per call, one label per message with a confidence, optional instructions. Every label returned is checked against your list, never invented. For ticket triage, intent routing, topic tagging, sentiment buckets. Body: {"messages":["my card was charged twice","how do I reset my password"],"labels":["billing","account","other"]} — $0.005000/call, paid per request via x402 (USDC). Use when asked: "classify these messages", "assign a label to each message", "route tickets to the right team".
1 trials · measured 13 days ago
classify scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against online.x-402/mcp, measured 6 Oct 2026 under methodology v0.2.0. Every measured component scored 100.
Component breakdown
| Component | Weight | Value |
|---|---|---|
| Reliability | 35% | not applicable |
| Schema integrity | 25% | 100.0 |
| Failure behaviour | 15% | not applicable |
| Latency | 15% | not applicable |
| Concurrency | 10% | not applicable |
Tool details
- Transport
- remote
- Credential class
- self-provisionable
- Category
- Content & media
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-10-06 | 100.0 | shallow | v0.2.0 |
Probe evidence
| Probe | Outcomes |
|---|---|
| schema_integrity | pass: 1 |
Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.
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