Agent use cases
Cited playbooks: what an agent can do with the servers in the directory.
76 use cases
Every playbook cites a vendor page and was reviewed before publishing.
| Use case | Category | Effect | Open |
|---|---|---|---|
Add human-in-the-loop approval to existing integrationThe agent identifies the correct modification flow, retrieves policy configuration details, and guides the user to add a human approval gate for specific actions like payments, ensuring compliance before execution. | Software development | Changes data in your accounts | |
Analyze landing page for AI visibility and propose fixesA structured report identifying trust concerns, competitors, and prioritized improvements to help the page win more AI recommendations, along with specific evidence calls for verification. | Software development | Read-only | |
Assess dependency maintenance riskReceive a detailed risk assessment for a package or repository, including maintenance forecasts, activity health metrics, and calibration records to inform auditing decisions. | Software development | Read-only | |
Audit app compliance and generate approval documentsThe agent identifies policy violations in the app inventory, generates required privacy and deletion pages, and publishes them to a hosted domain to satisfy App Store and Google Play review requirements. | Software development | Changes data in your accounts | |
Automate AI Visibility Fixes via MCP LoopThe agent iteratively applies prioritized SEO fixes to the codebase, requiring human approval for each change, until the AI Readiness score reaches a target or the iteration cap is hit. | Software development | Changes data in your accounts | |
Batch check rights for URLs before AI ingestionReceive signed reports on up to four URLs to verify policy compliance and detect changes before using content in AI models or RAG systems. | Software development | Read-only | |
Build a coaching website with custom domainsA coaching website is launched with integrated custom domains, speeding up the transition from idea to a live product. | Software development | Changes data in your accounts | |
Build SysML2 models using Figma contextA SysML2 model in Apricot that accurately reflects design specifications pulled from Figma, enabling agents to reason about structured system models. | Software development | Changes data in your accounts | |
Compare MCP Servers for Specific Use CasesA side-by-side comparison of two competing MCP servers, highlighting differences in scores, features, and ecosystem health to guide selection. | Software development | Read-only | |
Configure Algolia index settings and save recordsThe agent configures the Algolia index with specific search parameters like searchable attributes and custom ranking, then ingests data records into the index, ensuring the configuration is applied before data storage. | Software development | Changes data in your accounts | |
Configure URL delivery for custom x402 endpointsAn Agorean listing is created that points to the user's own web server, enabling direct payments via x402 middleware for dynamically generated content or APIs. | Software development | Moves money or places orders | |
Connect AppWizzy Project to Supabase DatabaseThe AppWizzy project is successfully linked to an external Supabase database, allowing the application to read and write data to the external DBMS after deployment. | Software development | 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.