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 |
|---|---|---|---|
Verify AI tool revenue via StripeA verified revenue signal for an AI tool, distinguishing it from self-reported figures to assess market traction and legitimacy. | Research and knowledge | Read-only | |
Verify backlink placement detailsThe agent retrieves and parses the HTML of a publisher page to confirm the target URL, anchor text, and link attributes like nofollow, providing structured evidence for link tracking. | Research and knowledge | Read-only | |
Verify backlink presence and attributesThe agent confirms if a specific publisher page links to your site, providing the matched URL, anchor text, link attributes (like nofollow), and check timestamp for verification. | Research and knowledge | Read-only | |
Verify brand presence across public rankingsThe agent locates a specific brand across all public rankings and scenarios in both Chinese and English, providing a comprehensive view of its visibility without requiring API keys or sign-ups. | Research and knowledge | Read-only | |
Verify business claims against verified recordsThe user receives a verified status (verified, contradicted, or unknown) with a confidence score for a specific claim about a business, ensuring information accuracy. | Research and knowledge | Read-only | |
Verify corporate relationships and conflictsA map of corporate connections showing shared administrators, auditor relationships, and historical ties between entities. | Research and knowledge | Read-only | |
Verify job details and salary benchmarksThe agent confirms the specifics of a job posting and validates the compensation against regional market averages, ensuring the user has accurate and comparable data before proceeding. | Research and knowledge | Read-only | |
Verify video authenticity via URLReceive a detailed AI detection report including probability scores, verdict, and separate audio/video analysis for a public video link. | Research and knowledge | Read-only | |
Verify web evidence for citationsReceive timestamped, cryptographically verifiable proof that a specific URL is live and contains expected content, enabling trusted citation in agent outputs. | 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.