Agent use cases
Cited playbooks: what an agent can do with the servers in the directory.
142 use cases
Every playbook cites a vendor page and was reviewed before publishing.
| Use case | Category | Effect | Open |
|---|---|---|---|
Index a website for AI agent accessThe specified public URL is crawled, indexed, and made accessible to AI agents via a live MCP endpoint and llms.txt file within approximately 60 seconds. | Operations and infrastructure | Changes data in your accounts | |
Initialize AI Ad Ops Project with AdspirerAn AI agent configures a persistent workspace with brand context, agent instructions, and scheduled tasks, enabling automated ad operations and reporting. | Operations and infrastructure | Changes data in your accounts | |
Inspect manufacturing calculations and dataThe agent retrieves detailed manufacturing calculations and part data, allowing operations teams to verify production parameters and inspect material usage without logging into the dashboard. | Operations and infrastructure | Read-only | |
Inspect Tag Manager container for conversion trackingVerification that conversion tracking is correctly wired up in Google Tag Manager and reporting accurately in Google Analytics 4. | Operations and infrastructure | Read-only | |
Investigate AI agent production failuresThe user receives a detailed breakdown of why an agent run failed, including cost attribution, tool call details, and quality scoring, enabling rapid debugging of production incidents. | Operations and infrastructure | Read-only | |
List AgentLinkOps projects for selectionThe agent retrieves a list of accessible projects with their names and identifiers, allowing the user to select the correct workspace for subsequent backlink operations. | Operations and infrastructure | Read-only | |
List and inspect existing AppWizzy projectsThe user receives a list of their owned projects along with the status of any ongoing creation operations and available machine sizes. | Operations and infrastructure | Read-only | |
List event sessions via APIRetrieve a paginated list of sessions for a specific event, including metadata and pagination cursors for further navigation. | Operations and infrastructure | Read-only | |
Manage API keys and budget capsThe agent securely vaults provider keys and configures spending limits to prevent unauthorized or excessive usage. | Operations and infrastructure | Changes data in your accounts | |
Manage human review workflowsStreamline content moderation by creating review tasks, assigning reviewers, and resolving feedback through a structured API. | Operations and infrastructure | Changes data in your accounts | |
Manage tunnel lifecycle and renewalThe agent maintains the operational state of leased IPs by renewing subscriptions before expiration, revoking unused tunnels to free up allowances, and updating DNS records as needed. | Operations and infrastructure | Changes data in your accounts | |
Monitor agent health with dead-man switchAutomated monitoring of agent or cron job status with alerts and state capsules if the agent becomes unresponsive. | Operations and infrastructure | 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.