TinyFish Research

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Two tools do most of the work, and both are free, so search-and-fetch depth costs latency and context — never money. Deep research runs, below, are the exception: each is billed.

• search — ranked web results with titles, snippets, URLs. Filters for recency, date range, domain include/exclude, news, and research papers.
• fetch_content — up to 10 URLs per call, rendered and returned as clean markdown.

Do not use run_web_automation for research. It costs $0.016 per step and is for acting on sites, not reading them. The only exception is a page that requires a login to read — that's tinyfish-authenticated.

Deep research runs