nlp_search
shallowai.skillsinput/mcp · Verify this server
Natural-language job search for multi-constraint requests. Use this when the user wants jobs based on combinations such as remote work, salary, location, schedule, experience level, work style, Examples: 'a relaxed, well-paying job in Boston', 'a low-stress remote job with good pay'. If the request mentions a city, pay, or a relaxed/low-stress/remote preference, use this tool even when a skill is also mentioned. Do not use this for simple one-skill job questions like 'What jobs use Excel?' or 'What careers can I get with bookkeeping?'
1 trials · measured 2 days ago
nlp_search scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against ai.skillsinput/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
- 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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