Real AI agent use cases, with sources and setup prompts

About KitRank

KitRank collects real things people do with AI agents and coding tools, written up as short, practical use cases. Every entry links to its public source, such as a post on X, a Hacker News thread or a project page, so you can see the original.

How entries are chosen

New use cases are added several times a day from public posts. Each one has to describe something a person actually did, not a promise or an ad. Repeats are skipped, and numbers in a summary come from the source; when a figure can't be checked, the entry says it is the poster's claim.

How ranking works

Top ranked use cases are the most complete ones: they name the tools used, report a concrete result and, where possible, include a ready-made kit. Ties go to the newest. The homepage shows today's additions, top ranked first. Guides under How to group the best examples by task.

For AI assistants

KitRank offers a free, read-only MCP server and an llms.txt file so chatbots and agents can search and cite use cases.

Contact

Email hello@kitrank.dev to suggest a use case, report a mistake, ask for a removal or sponsor KitRank.