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 |
|---|---|---|---|
Audit website AI visibility and GEO scoreA 0-100 GEO score with specific fix instructions for schema, freshness, and citability signals. | Research and knowledge | Read-only | |
Audit website for AI crawler readinessA detailed report on how public AI crawlers interact with the target site, including blocked policies and actionable fixes that require no purchase. | Research and knowledge | Read-only | |
Audit website SEO health and AI visibilityA scored report covering 9 SEO areas including AI search visibility, with prioritized issues and actionable fixes generated in seconds. | Research and knowledge | Read-only | |
Benchmark site against competitorsA ranked comparison of the user's site against up to three competitors based on their AI visibility scores. | Research and knowledge | Read-only | |
Calculate college admission chancesA personalized list of reach, target, and safety colleges based on the student's GPA and standardized test scores, derived from federal IPEDS and College Scorecard data. | Research and knowledge | Read-only | |
Check agent reputation and trustThe agent obtains a detailed trust report for a specific agent or tool, including owner verification, buyer history, wash flags, and a trust score, helping the user assess reliability before integration. | Research and knowledge | Read-only | |
Check AI visibility for a businessA score out of 100 and a report on which AI assistants recommend the business, who they name instead, and what holds it back. | Research and knowledge | Read-only | |
Check a single backlink's attributesVerify if a specific URL links to your site and inspect the anchor text, link attributes, and destination page content for accuracy and compliance. | Research and knowledge | Read-only | |
Check FIPS certificate status and historyRetrieve the current validation status, security level, sunset date, and historical validation timeline for a specific FIPS certificate number. | Research and knowledge | Read-only | |
Check market security and risksThe user receives a verification of the market's safety, including contract ownership status, supply distribution, and early buyer checks, allowing for informed trading decisions. | Research and knowledge | Read-only | |
Check name availability and registration statusThe user learns if a .agt name is available for registration and retrieves its current on-chain records if it is taken. | Research and knowledge | Read-only | |
Check stargazing conditions for tonightThe user receives a detailed report on atmospheric seeing, cloud cover, and transparency to determine if the night is suitable for astronomical observation or astrophotography. | 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.