lookup_by_category
shallowcom.adrianhomelab/leadgen-onrc · Verify this server
Find companies by business category / topic, not by name. A curated topic (e.g. 'artificial intelligence', 'cybersecurity', 'climate', 'software', 'retail') maps to the set of CAEN activity codes that constitute it, spanning both CAEN rev2 and rev3. Companies whose registered CAEN falls in the topic's code set are returned, newest registration first, with the same company-result shape as lookup_business. Args: topic: A topic or category (case/space/diacritic-insensitive). county: Optional county name to narrow to (diacritic-insensitive). max_results: Maximum number of companies to return (1-100).
1 trials · measured 40 days ago
lookup_by_category scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against com.adrianhomelab/leadgen-onrc, measured 11 Sept 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
- open
- Category
- Finance & compliance
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-09-11 | 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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