Nowadays, many people want to try AI agent tools like Claude, Codex, Grok Bot, OpenClaw, Meta Muse, and the like, but not everyone has ideas about where these AI agents can be used, or they’ve already tried everything they wanted to try and have no more ideas. At that point, AgentUseCases.ai is a great platform for inspiration.
AgentUseCases.ai has now collected over 2,000 real-world AI agent use cases and categorizes them by the AI agent tool used, so you can directly find the one you’re using. It also claims to update daily—yesterday alone it added 21 new cases, which is quite impressive. It also offers a daily newsletter that sends 5 real-world AI agent use cases every day, helping you stay inspired.
AgentUseCases.ai collects introductions to more than 2,000 real-world use cases of AI agents.
AgentUseCases.ai is a free online case database dedicated to curating real-world use cases for AI agents. As tools such as ChatGPT, Claude, Codex, and OpenClaw become increasingly powerful, many people know that AI can help with work, but they may not know which everyday tasks can be handed over to AI for automated processing. The purpose of this website is to collect practical experiences scattered across the internet in one place, so users can find application approaches worth referencing without having to search for them one by one.
It currently includes 2,007 cases, mainly collected from X, Reddit, Hacker News, and other public web pages, and claims to scan for new content daily. The site is run by Alex Finn. In addition to collecting public cases, it also accepts submissions from users, which are only listed after review. Notably, what is shown here is not tool reviews tested by the site itself, but operational experiences shared by other users.
The website supports classification by AI agent tool and task type. For example, if you want to learn what else Claude Code can do besides writing code, whether ChatGPT Agent can help with hotel bookings, or how OpenClaw can handle everyday chores, you can visit the corresponding page to find out. Task topics cover document processing, work automation, marketing and customer service, data research, shopping price comparison, travel reservations, and software development. The homepage also offers keyword search and recently added examples, making it easy to quickly find content of interest.
Once you open an individual case, you will usually see what the user actually did, the results, limitations worth noting, and reference prompts you can copy. Each case also includes a link to the original source so you can view the full discussion.
Another noteworthy point is that the website does not only feature successfully completed tasks; some cases also document problems encountered during execution, such as AI results falling short of expectations, the need for human takeover, or insufficient data to verify the final outcomes, allowing readers to assess whether it is worth trying.
If you don’t want to open the website every day, you can also follow updates via RSS or subscribe to a newsletter that sends five featured cases daily.
Key Features
- Browse for free online: View the AI agent use cases featured on the website without downloading any software.
- Over 2,000 real-world cases: actual usage experiences collected from Reddit, X, Hacker News, and other platforms.
- Updated daily: Regularly scans public webpages to collect the latest AI agent use cases.
- Supports multiple AI tools: including ChatGPT, Claude Code, Codex, OpenClaw, n8n, Manus, Grok Bot, and more.
- Categorized by need: covering topics such as work automation, content creation, software development, travel, research, and life management.
- Reference prompts provided: Each case includes a copyable Prompt so users can modify and test it themselves.
- Original source attached: See the related discussion to learn more about the implementation process and user experience.
- Search and filter features: Find content by keyword, AI tool, task type, or recently added cases.
- Supports RSS and newsletters: follow website updates or receive five curated app examples every day.
After you enter the AgentUseCases.ai homepage, TRENDING TODAY at the top lists currently popular real-world use cases of AI agents, below it lists newly added ones, and on the left are categories for each AI agent; currently the largest category is Claude Code:
After you filter by the AI agent category you want to see, all cases related to that AI agent will be listed on the right. For example, if I select Grok Bot, most of the cases in the image were created through Grok Bot. Each case also has voting; the more votes it gets, the more worth looking into it usually is:
After you click on a case you’re interested in, the detail page will provide a detailed explanation, including what was done, how it runs, and the prompt:
If you don’t understand it, just use the browser’s full-page translation and translate it into Chinese:
Scroll down and you can usually find the original source:
The original source may contain more information than AgentUseCases.ai, so it is highly recommended to read it before trying:
Most of the popular Claude Code topics are related to investing and finance:
Scroll down on the left side to find categories, including finance, life management, travel, research and knowledge, content creation, games and simulation, and more:
If you find this useful, you can subscribe to the newsletter and receive 5 real-world AI agent use cases every day:
Source: KOCPC Chinese