api-research

Find free live data APIs by using web_search to locate candidates for your topic, then test endpoints with curl to verify they return JSON without requiring authentication. This validates live data availability for rapid prototyping.

Validate API endpoints by sending curl requests to candidate URLs and checking that responses are valid JSON and do not require authentication credentials. Record the results to confirm endpoints meet practical SLA and free-tier requirements.

You can use curl to test API response times and verify they meet practical SLAs for live data endpoints. Curl requests confirm JSON responses, check authentication requirements, and measure latency for domains like finance, weather, and geography.

The best way to discover live data APIs without mock data is searching the web for free-tier candidates and validating endpoints with curl. This ensures real JSON responses from finance, weather, geography, general data, and entertainment domains.

You do not need API keys if the endpoints offer free tiers or require no authentication. The discovery process uses web_search and curl to verify that endpoints return JSON without heavy auth, suitable for assembling agent workflow data sources.

Your discovered API endpoint may not return JSON if it requires authentication, uses a different response format, or is not a live data API. Test with curl to verify the response format and check whether credentials are required for access.