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 |
|---|---|---|---|
Discover and query businesses via ANOTS directoryThe user receives direct, live answers from specific business agents without manual web scraping, identifying the right vendor for a need. | Research and knowledge | Read-only | |
Discover and Sample US Government DatasetsThe user identifies relevant official US government datasets, verifies their provenance and quality via samples, and determines if paid materialization is needed without incurring unauthorized costs. | Research and knowledge | Read-only | |
Discover business capabilities via AgentPortThe agent identifies relevant businesses and retrieves their public AgentPort endpoints, allowing further inspection of capabilities, resources, and policies. | Research and knowledge | Read-only | |
Discover live events in a specific cityThe user receives a curated list of upcoming events in a chosen city, including titles, times, prices, and direct links to source pages, enabling informed decisions on attendance. | Research and knowledge | Read-only | |
Discover public competitor reports for market researchAccess to a gallery of previously published competitor analysis reports, allowing the user to benchmark against industry standards without consuming credits for new analyses. | Research and knowledge | Read-only | |
Discover software alternatives and trending toolsThe user receives a curated list of software alternatives or trending products with details on pricing, platforms, and community metrics, enabling informed tool selection. | Research and knowledge | Read-only | |
Enrich agent discovery with trust dataThe agent retrieves a comprehensive list of agents matching specific criteria, enriched with their full public records, capabilities, and trust metrics, facilitating informed selection of reliable third-party services. | Research and knowledge | Read-only | |
Execute Bureaucracy Simulation and Retrieve ScorecardThe agent completes the Bureaucracy scenario, submits actions based on observations, and retrieves the signed scorecard with a private link for optional anonymous publication review. | Research and knowledge | Read-only | |
Execute Research Agent with Paid MandateThe agent performs a governed research task, summarizing findings while automatically billing the user via a receipt trail, ensuring zero-key upstream access and auditable payment execution. | Research and knowledge | Moves money or places orders | |
Extract risks from latest SEC 10-K filingA concise summary of the company's biggest risks with verifiable citation links to the specific sections of the latest 10-K filing. | Research and knowledge | Read-only | |
Facilitate historical debate between figuresA structured, multi-turn dialogue between two historical or public figures debating a specific topic, providing unique perspectives and rhetorical styles for educational or analytical purposes. | Research and knowledge | Changes data in your accounts | |
Fetch latest news headlines by country and categoryRetrieve a list of current news articles filtered by specific country and topic for monitoring or aggregation. | Research and knowledge | Read-only |
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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.