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 |
|---|---|---|---|
Run a test and report on its final statusThe agent executes the specified test or batch, monitors the asynchronous run until it reaches a terminal state, and reports whether it passed, failed, or stopped. | Software development | Changes data in your accounts | |
Save developer documentation to memoryProject-specific documentation or coding standards are saved to the ainote memory system, making them accessible for future sessions and multi-device sync. | Software development | Changes data in your accounts | |
Search and integrate SVG icons into codeThe agent searches for specific icons across multiple libraries, retrieves the SVG code, and updates the project's source files to replace or add icons with consistent styling. | Software development | Changes data in your accounts | |
Search for MCP servers and APIsThe agent retrieves a list of relevant MCP servers, APIs, or kits from the Agentropolis directory, including details like pricing, trust scores, and installation instructions, enabling the user to discover and integrate new tools. | Software development | Read-only | |
Search for specific tools by tag in Acopio catalogThe agent lists all tools in your Acopio catalog that are associated with a specific tag, allowing for quick discovery of resources categorized by technology or function. | Software development | Read-only | |
Search GitHub for specific code repositoriesA list of relevant GitHub repositories with links and descriptions, helping the user find code libraries or projects. | Software development | Read-only | |
Set up Alter integration for a specific use caseThe agent reads documentation, classifies the integration, writes SDK code, configures providers and policies, and guides the user through browser-based OAuth consent to enable the new connection. | Software development | Changes data in your accounts | |
Store debugging insights in shared knowledge baseThe agent saves a specific technical finding or pattern to a public knowledge graph, making it searchable and available for other agents to leverage in future tasks. | Software development | Changes data in your accounts | |
Test AI Agent API Writes Before ProductionValidates agent write safety via a failure-first matrix covering policy, approval, ETags, idempotency, callbacks, and unknown outcomes before production deployment. | Software development | Changes data in your accounts | |
Validate AIXBT Recipe YAML StructureReceive structural validation results and metadata for a raw YAML recipe definition without executing it, ensuring correctness before deployment. | Software development | Read-only | |
Validate and refine SysML2 modelsA validated SysML2 model that passes compliance checks, ensuring the system design is correct before further development or deployment. | Software development | Changes data in your accounts | |
Validate JSON payloads for API handoffsReceive a deterministic report of missing, unknown, or invalid fields in JSON objects, ensuring strict schema compliance before sending data to downstream services or APIs. | Software development | 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.