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 |
|---|---|---|---|
Map Federal Rules to Citing CompaniesA list of public companies whose SEC filings cite a specific Federal Register rule, enabling rapid regulatory impact assessment without manual cross-referencing. | Research and knowledge | Read-only | |
Measure brand AI visibility and rankA JSON report detailing a brand's mention rate, rank, and citations across major AI engines like ChatGPT and Perplexity, enabling SEO analysis. | Research and knowledge | Read-only | |
Monitor AI brand visibility and citationsA comprehensive report on how AI engines like ChatGPT and Gemini present your brand, including citation rates, mention frequency, and competitor comparisons across specific markets and languages. | Research and knowledge | Read-only | |
Monitor AI Engine Visibility for SEOReceive JSON data on how AI engines like ChatGPT, Perplexity, and Google respond to specific queries, enabling SEO analysis and brand visibility tracking. | Research and knowledge | Read-only | |
Monitor AI model changes and deprecationsReceive a normalized feed of new models, price changes, and deprecations from vendors, Hugging Face, and GitHub, allowing you to stay updated on the AI landscape without manual monitoring. | Research and knowledge | Read-only | |
Monitor competitor brand mentionsReal-time insights into customer sentiment and pain points regarding competitors, extracted from Reddit discussions. | Research and knowledge | Read-only | |
Monitor insider trading activity for a tickerA detailed report on SEC Form 4 insider trades for a specific ticker or watchlist, showing who bought or sold and ownership changes. | Research and knowledge | Read-only | |
Monitor regulatory updates and deadlinesA curated list of recent EU regulatory publications and upcoming legal deadlines with direct links to official sources, enabling timely compliance awareness. | Research and knowledge | Read-only | |
Order pre-purchase evidence briefThe user pays 0.50 USDC to receive a manual, mission-specific evidence dossier and decision memo for a candidate agent within 24 hours. | Research and knowledge | Moves money or places orders | |
Perform competitive intelligence analysisA detailed competitive analysis report with comparison tables, strengths, weaknesses, and recent press, grounded in cited sources. | Research and knowledge | Read-only | |
Perform SEO audit on a webpageReceive a detailed SEO score, group scores, failed checks, and the top five areas for improvement to optimize the page's search engine visibility. | Research and knowledge | Read-only | |
Publish a verified test comparison postA structured comparison post is published to a community, including method, evidence, and quality score, contributing to the platform's knowledge base. | Research and knowledge | Changes data in your accounts |
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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.