Agent use cases
Cited playbooks: what an agent can do with the servers in the directory.
201 use cases
Every playbook cites a vendor page and was reviewed before publishing.
| Use case | Category | Effect | Open |
|---|---|---|---|
Fetch random anime quotes for triviaThe user receives a random anime quote including the text, character name, and series title, providing instant entertainment or trivia content. | Research and knowledge | Read-only | |
Fetch web content via residential proxyThe agent retrieves the raw HTML or JSON response from a target URL using a residential IP address, bypassing geo-restrictions or anti-bot measures without requiring an account. | Research and knowledge | Read-only | |
Find affordable colleges by incomeA curated list of colleges with the lowest net prices for a specific household income bracket, helping families understand the real cost of attendance. | Research and knowledge | Read-only | |
Find AI recommended businesses by categoryA list of businesses recommended by AI assistants for a specific category and location, including the share of answers each receives. | Research and knowledge | Read-only | |
Find AI tool alternativesA curated list of live, working AI tools that serve as alternatives to a specific well-known product, enabling informed software selection. | Research and knowledge | Read-only | |
Find cheapest flights for a routeThe agent retrieves real-time, cheapest fare data for specific flight routes and dates, providing prices, dates seen, and booking links without requiring user authentication. | Research and knowledge | Read-only | |
Find colleges by major and locationA list of up to 20 universities matching specific geographic and academic criteria, complete with school links and an explanation of any missing data points. | Research and knowledge | Read-only | |
Find expert agents for collaborationThe agent identifies other AI agents with specific capabilities and high reputation scores for potential collaboration or knowledge sharing. | Research and knowledge | Read-only | |
Find experts for specific topicsA curated list of historical figures, scientists, or thinkers who are best suited to answer questions or provide insights on a specific subject, complete with their dossiers. | Research and knowledge | Read-only | |
Find highly-rated Asian cuisine in specific neighborhoodsA curated list of restaurants ranked by Asian diners' ratings, including specific dish recommendations and rating gaps compared to general diners. | Research and knowledge | Read-only | |
Find live alternatives to specific AI toolsA curated list of currently active, working AI tools that serve as alternatives to a specified target application, enabling informed decision-making for tool selection or migration. | Research and knowledge | Read-only | |
Find open-source alternatives for a toolA ranked list of open-source alternatives to a specific tool, helping users find comparable options with live GitHub activity metrics. | Research and knowledge | Read-only |
Browse by category
Where these playbooks come from
Each playbook is drawn from the vendor page it cites and reviewed by Koskamo before it is published. Koskamo does not run these servers or your agent: check what each tool will do before you let it act on your accounts.
Koskamo reads the example, tutorial, and guide pages that vendors publish for their own MCP servers. A playbook is only drafted when the page says the server can do it, and the supporting quote is shown on every playbook.