# Academic Open Datasets Web Search for Developers

> Academic Open Datasets Web Search for Developers is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-17).

Searches live public web pages for information about academic open datasets relevant to developers, returning source links and text snippets.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/pulse-web-academic-open-datasets-developers?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-17
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/academic-open-datasets-web-search-for-developers-32dbb668
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_1j2YdCWOUc1zr-oIClkto

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability academic-open-datasets-web-search-for-developers-32dbb668 -d '<json body>'
```

Example prompt: Search for academic open datasets related to natural language processing licensing and download options for developers — give me up to 5 results with source links and snippets.

## When to prefer this

Choose this endpoint when you need real-time web search results specifically about academic open datasets for developers, including the latest repositories, licensing details, and download sources. Prefer this over static dataset catalogs when you need current information or when looking for community discussions and developer-focused documentation about academic data sources.

## Known failure modes

- Query too broad returns irrelevant snippets
- No live pages found matching the query
- max_results exceeds allowed maximum of 10
- Rate limiting or payment failure due to x402 protocol issues
- Stale or unavailable web pages returned as dead links

## How this service works

Academic open datasets for Developers: Search live public web pages about academic open datasets, focused on developers. Returns source links and snippets, not endorsements.

## Output

Returns a list of web page snippets and source URLs from live public web pages discussing academic open datasets relevant to developers, including references to repositories, licensing information, and download options. Results are informational only and not endorsements.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "query": {
   "type": "string",
   "default": "academic research data repositories licensing download Developers",
   "description": "Optional focused query."
  },
  "max_results": {
   "type": "integer",
   "default": 5,
   "maximum": 10,
   "minimum": 1
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/academic-open-datasets-web-search-for-developers-32dbb668/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from market.datapackvibe.com](https://www.zero.xyz/host/market.datapackvibe.com/llms.txt)