A deterministic credit risk assessment for a specific entity based on financial metrics, enabling informed lending or investment decisions without exposing PII.
The agent identifies the relevant tool for credit risk assessment, such as 'score_credit_default_risk'. It then gathers necessary input parameters like annual revenue, debt ratio, years trading, and sector from the user or context. Before invoking the tool, the agent verifies that the inputs are valid and complete. It calls the tool via the MCP endpoint, receives the deterministic JSON response, and presents the risk score and any associated metadata to the user.
- Category: Finance and payments
- Effect: Read-only
- MCP servers: AINumbers MCP (https://koskamo.com/explore/ainumbers-mcp)
- Source: AINumbers.co: Developer Docs (https://docs.ainumbers.co/)
- Source quote: "Call a tool — e.g. score_credit_default_risk result = await session. call_tool ( "score_credit_default_risk" , arguments={ "annual_revenue" : 5_000_000 , "debt_ratio" : 0.42 , "years_trading" : 8 , "sector" : "manufacturing" } )"
- Playbook page: https://koskamo.com/explore/use-cases/calculate-credit-default-risk-score
Prompt: Calculate the credit default risk score for a manufacturing company with $5,000,000 in annual revenue, a debt ratio of 0.42, 8 years of trading history, and operating in the manufacturing sector.