open_payments_search
shallowio.github.pipeworx-io/cms-open-payments · Verify this server
THE source for pharma/device industry money to doctors — "payments from manufacturers to physicians", "which drug companies paid this doctor", "Sunshine Act data", "industry payments to hospitals". Search one CMS Open Payments program-year dataset using structured recipient, company, product, geography, payment-nature, and amount filters. CAPABILITY LIMIT, state it rather than guessing: this source can look up and filter but CANNOT rank ALL manufacturers by total spend ("which manufacturer paid the most" is not computable live — the 14M-row aggregation times out upstream); answer those by saying so and offering a named-company lookup (open_payments_company) instead. CMS publishes company-reported relationships; a payment does not imply wrongdoing or a conflict.
1 trials · measured 8 days ago
open_payments_search scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.pipeworx-io/cms-open-payments, measured 25 Aug 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
- Developer infrastructure
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-08-25 | 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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[](https://vouch.tools/tools/03a33d29-4d9b-486f-a123-430b1d988893)