See how users chat with the AI assistant and how they use the MCP server.
A developer asks how to implement middleware in Express.js; the assistant searches the documentation and reads the relevant page to provide a concrete code example.
A new engineer searches the company's private internal documentation to understand the authentication service before making changes.
A developer troubleshoots a Python pandas SettingWithCopyWarning by searching the docs and reading the relevant guidance to fix their code.
A tech lead compares Redis and Memcached for a caching layer, with the assistant researching both docs to produce a recommendation.
A developer integrating the Stripe API researches rate limits and the correct retry/backoff strategy from the official documentation.