Agent use cases
Cited playbooks: what an agent can do with the servers in the directory.
86 use cases
Every playbook cites a vendor page and was reviewed before publishing.
| Use case | Category | Effect | Open |
|---|---|---|---|
Estimate AI workload costsAn estimated total cost for a specific AI workload based on input/output token counts and request volume, aiding in budget forecasting. | Finance and payments | Read-only | |
Estimate employee take-home payThe agent provides a detailed estimate of net income after income tax and levies for 57 countries, including specific local details like municipality rates in Finland or Medicare levies in Australia. | Finance and payments | Changes data in your accounts | |
Estimate federal tax penalties and deadlinesThe user receives a plain-language explanation of potential federal penalties, such as late-filing or underpayment fees, along with specific due dates and the assumptions used for the calculation, allowing for informed financial planning without filing returns. | Finance and payments | Read-only | |
Estimate stamp duty for Australian property purchaseThe user gets the exact stamp duty liability for a specific property value and state, including applicable first-home buyer concessions, ensuring accurate budgeting for purchase costs. | Finance and payments | Read-only | |
Evaluate and plan options trade executionA validated, broker-specific execution checklist with entry premiums, strike selection, and bracket plans for manual confirmation. | Finance and payments | Changes data in your accounts | |
Execute and settle treasury transfersThe agent initiates a USDC transfer on the Base network, automatically handles x402 micropayment if the free tier is exhausted, and returns a settlement receipt confirming the transaction. | Finance and payments | Moves money or places orders | |
Execute autonomous money earning transactionThe agent successfully registers a payout address, sends the required USDC payment, and retrieves a cryptographic receipt proving the transaction, completing the autonomous earning loop. | Finance and payments | Moves money or places orders | |
Execute cross-chain token purchase with x402The agent successfully purchases tokens on a specific chain by handling the x402 payment challenge, settling on Base and receiving tokens on the destination chain without bridging. | Finance and payments | Moves money or places orders | |
Execute Stock Token Swap PlanAn unsigned transaction plan for swapping USDG for a Stock Token (e.g., NVDA) via the best available on-chain route, ready for user signature. | Finance and payments | Moves money or places orders | |
Execute trades via AI assistant using MCPThe AI assistant places real trades on 16 crypto exchanges and MT5 based on user commands, with execution speed and risk controls enforced by the server. | Finance and payments | Moves money or places orders | |
Extract structured data from invoicesReceive a validated JSON object containing invoice details like total amount and vendor, enabling automated accounting or payment processing without manual data entry. | Finance and payments | Read-only | |
Extract structured data from invoices and bank statementsThe agent converts unstructured PDF invoices and bank statements into structured JSON or Excel data, enabling automated accounting, reconciliation, and financial analysis without manual data entry. | Finance and payments | 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.