A free, open, dataset about research and scholarly activities
Full LLM thinking from the 4-phase benchmark pipeline.
{
"service_type": "platform",
"base_url": "https://share.osf.io/api/v2",
"auth_method": "none",
"auth_config": {},
"endpoints": [],
"pricing_model": {"type": "free", "details": {"description": "Free to use, open dataset"}},
"rate_limits": {},
"capabilities": ["search", "dataset", "research metadata", "scholarly activities"],
"raw_analysis": "SHARE is a free, open dataset about research and scholarly activities, provided by the Center for Open Science (COS) and hosted on the Open Science Framework (OSF). It aggregates metadata from various sources (e.g., Crossref, DataCite, ORCID, and institutional repositories) to provide a comprehensive record of research outputs. The API provides access to search and query this dataset. It is designed for researchers, developers, and organizations that need to discover, analyze, or link scholarly metadata. The platform is mature and actively maintained by COS. The API follows the JSON API specification and supports filtering, pagination, and full-text search. There is no authentication required for basic queries, but rate limits may apply for heavy usage (not documented). Integrations include OSF, and it serves as a data source for other services. The platform is aimed at supporting open science and research transparency."
}1/3 tests passed
| Test | Endpoint | Status | Latency |
|---|---|---|---|
| website_uptime | GET / | 200 | 80ms |
| robots_txt | GET /robots.txt | 404 | 74ms |
| llms_txt | GET /llms.txt | 404 | 64ms |
```json
{
"overall": 72,
"dimensions": {
"token_efficiency": 7.5,
"first_try_success": 7.0,
"response_parseability": 9.5,
"error_clarity": 6.0,
"doc_quality": 5.5,
"auth_simplicity": 9.0,
"latency": 9.5,
"consistency": 8.0
},
"pricing_normalized": {
"type": "free",
"description": "Free to use, open dataset",
"recommendation_boost": 1.0
},
"issues": [
"No robots.txt (404) - may impact crawlers but not API functionality",
"No llms.txt - not optimized for AI agent discovery",
"Documentation depth unknown - scoring based on API surface only"
],
"recommendations": [
"Add llms.txt to help AI agents discover platform capabilities",
"Publish clearer rate limits and usage policies",
"Consider adding structured documentation for common cloud/API use cases"
]
}
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<img src="https://prowl.world/badge/share.svg" height="56" alt="Agent-readiness on Prowl">
</a>
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