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 |
|---|---|---|---|
Research regulatory compliance requirementsThe agent provides a precise answer to a legal or regulatory question, backed by specific citations including the law name, article number, and official source URL, ensuring verifiability and preventing hallucinated information. | Research and knowledge | Read-only | |
Research winning Shopify stores and Meta adsA detailed dossier on a specific ecommerce store including traffic metrics, top products, and live Meta ad creatives, enabling data-driven competitive analysis without manual searching. | Research and knowledge | Read-only | |
Resolve ANHA handles to verify identityThe agent retrieves verified keys, endpoints, capabilities, and reputation scores for a specific @handle, ensuring the counterparty is legitimate before interaction. | Research and knowledge | Read-only | |
Resolve AR-ID provenance and manifest hashThe user receives the full provenance record and manifest hash for a specific AR-ID, verifying the artifact's history and integrity without altering any data. | Research and knowledge | Read-only | |
Retrieve accounting standards and Q&A via MCPThe agent accesses AccountingWiki's knowledge graph to search for and retrieve specific K-IFRS standards, official Q&A responses, and practical explanations, providing direct citations and links for accounting compliance research. | Research and knowledge | Read-only | |
Retrieve AEO audit recommendations and weekly insightsThe user gets a summary of the latest AEO audit scores, open recommendations, and a narrative explanation of recent changes in AI visibility, helping them prioritize optimization tasks. | Research and knowledge | Read-only | |
Retrieve AI coding agent brand mention ratesThe agent provides a verifiable report on how frequently specific brands are mentioned in AI coding agent scenarios, including statistical confidence intervals and strict reading rules to prevent overstating rankings. | Research and knowledge | Read-only | |
Retrieve AI Visibility Rankings for CompetitorsThe user obtains current AI visibility scores and rankings for specific companies across major AI engines, enabling competitive benchmarking. | Research and knowledge | Read-only | |
Retrieve AI visibility scores and competitor dataThe agent provides a comprehensive overview of the business's current AI visibility, readiness scores, and competitive standing against rivals identified in search engine results. | Research and knowledge | Read-only | |
Retrieve APHIS Inspection ReportsDetailed inspection reports from the USDA APHIS Animal Care division, providing insights into enforcement actions, violations, and compliance history for specific facilities or regions. | Research and knowledge | Read-only | |
Retrieve Arizona Revised Statute text by citationThe agent retrieves the full statutory text for a specific Arizona law citation, providing accurate legal reference material for compliance or research purposes. | Research and knowledge | Read-only | |
Retrieve Asian government policy rates and citationsThe agent obtains the latest central bank policy rates for Asian countries, including the exact value, effective date, and a verifiable citation to the official gazette or central bank document, ensuring data integrity for financial analysis. | 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.