New: deep research, balance and auto-reload tools in the keyless MCP server. Install in one line

Migrate guides

Move from another search or scraping API with the code you already have. Every guide's code was run against the live ContextFetch API, and the page shows what it returned.

Switch from Tavily to ContextFetch in Python with one lineKeep using tavily-python and point it at ContextFetch by changing the base URL. What stays the same, what differs, and how to check it worked.Python · Tavily SDK