search_research_papers
shallowio.github.onefreeman1337/osf-data-marketplace · Verify this server
FREE, no payment and no key. Search 1.2 million+ scholarly works across arXiv (700,000+ preprints, all categories, 2024 to 2026), CrossRef, PubMed, OpenAlex, Semantic Scholar, and ClinicalTrials.gov. Returns title, authors, venue, year, DOI, a provenance URL, and a record_id per match. Free to search, so probe coverage before you spend; call get_record with a record_id to buy the full record. For literature review, citation checking, and research agent workflows. Args: query: keyword(s) to search, e.g. "CRISPR off-target".
1 trials · measured 8 days ago
search_research_papers scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.onefreeman1337/osf-data-marketplace, 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 + stdio
- Credential class
- unreachable
- Category
- Legal & government
- 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.
Embed this score
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[](https://vouch.tools/tools/f67fc488-2d95-44a2-9742-29446d3d74c1)