MCP funguje tak, že agentovi - přesněji řečeno harness systému nebo MCP klientovi - pošle seznam všech nástrojů, popisů k čemu slouží a jak se používají a také případné atributy, co očekávají na vstupu a jejich vysvětlení. Celé to může vypadat nějak takhle.
measurement/context/standalone-mcp-tools.json
{
"loans": [
{
"name": "get_mortgage_affordability",
"title": null,
"description": "Estimate mortgage affordability for a customer.\n\n Args:\n customer_id: Customer identifier.\n annual_income: Gross yearly income.\n monthly_debt: Existing monthly debt payments.\n ",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"annual_income": {
"title": "Annual Income",
"type": "number"
},
"monthly_debt": {
"title": "Monthly Debt",
"type": "number"
}
},
"required": [
"customer_id",
"annual_income",
"monthly_debt"
],
"title": "get_mortgage_affordabilityArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "quote_personal_loan",
"title": null,
"description": "Quote a mocked personal loan rate and payment.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"amount": {
"title": "Amount",
"type": "number"
},
"term_months": {
"title": "Term Months",
"type": "integer"
}
},
"required": [
"customer_id",
"amount",
"term_months"
],
"title": "quote_personal_loanArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "check_loan_eligibility",
"title": null,
"description": "Check high-level eligibility for a loan product.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"product_type": {
"title": "Product Type",
"type": "string"
},
"credit_score": {
"title": "Credit Score",
"type": "integer"
}
},
"required": [
"customer_id",
"product_type",
"credit_score"
],
"title": "check_loan_eligibilityArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "get_loan_balance",
"title": null,
"description": "Return current mocked balance for a loan.",
"inputSchema": {
"properties": {
"loan_id": {
"title": "Loan Id",
"type": "string"
},
"as_of_date": {
"title": "As Of Date",
"type": "string"
}
},
"required": [
"loan_id",
"as_of_date"
],
"title": "get_loan_balanceArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "calculate_early_repayment_fee",
"title": null,
"description": "Calculate a mocked early repayment fee.",
"inputSchema": {
"properties": {
"loan_id": {
"title": "Loan Id",
"type": "string"
},
"repayment_amount": {
"title": "Repayment Amount",
"type": "number"
}
},
"required": [
"loan_id",
"repayment_amount"
],
"title": "calculate_early_repayment_feeArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "summarize_repayment_schedule",
"title": null,
"description": "Summarize upcoming repayment schedule.",
"inputSchema": {
"properties": {
"loan_id": {
"title": "Loan Id",
"type": "string"
},
"months": {
"title": "Months",
"type": "integer"
}
},
"required": [
"loan_id",
"months"
],
"title": "summarize_repayment_scheduleArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "assess_refinance_savings",
"title": null,
"description": "Estimate savings from refinancing.",
"inputSchema": {
"properties": {
"loan_id": {
"title": "Loan Id",
"type": "string"
},
"new_apr_percent": {
"title": "New Apr Percent",
"type": "number"
},
"remaining_months": {
"title": "Remaining Months",
"type": "integer"
}
},
"required": [
"loan_id",
"new_apr_percent",
"remaining_months"
],
"title": "assess_refinance_savingsArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "get_collateral_valuation",
"title": null,
"description": "Return mocked collateral valuation.",
"inputSchema": {
"properties": {
"collateral_id": {
"title": "Collateral Id",
"type": "string"
},
"valuation_date": {
"title": "Valuation Date",
"type": "string"
}
},
"required": [
"collateral_id",
"valuation_date"
],
"title": "get_collateral_valuationArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "compute_ltv_ratio",
"title": null,
"description": "Compute loan-to-value ratio.",
"inputSchema": {
"properties": {
"loan_id": {
"title": "Loan Id",
"type": "string"
},
"balance": {
"title": "Balance",
"type": "number"
},
"collateral_value": {
"title": "Collateral Value",
"type": "number"
}
},
"required": [
"loan_id",
"balance",
"collateral_value"
],
"title": "compute_ltv_ratioArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "get_delinquency_status",
"title": null,
"description": "Return mocked delinquency status.",
"inputSchema": {
"properties": {
"loan_id": {
"title": "Loan Id",
"type": "string"
}
},
"required": [
"loan_id"
],
"title": "get_delinquency_statusArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "recommend_hardship_options",
"title": null,
"description": "Recommend hardship options for a borrower.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"loan_id": {
"title": "Loan Id",
"type": "string"
},
"hardship_reason": {
"title": "Hardship Reason",
"type": "string"
}
},
"required": [
"customer_id",
"loan_id",
"hardship_reason"
],
"title": "recommend_hardship_optionsArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "verify_income_document",
"title": null,
"description": "Mock verification of income evidence.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"document_type": {
"title": "Document Type",
"type": "string"
},
"monthly_income": {
"title": "Monthly Income",
"type": "number"
}
},
"required": [
"customer_id",
"document_type",
"monthly_income"
],
"title": "verify_income_documentArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "estimate_debt_to_income",
"title": null,
"description": "Calculate debt-to-income ratio.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"annual_income": {
"title": "Annual Income",
"type": "number"
},
"monthly_debt": {
"title": "Monthly Debt",
"type": "number"
}
},
"required": [
"customer_id",
"annual_income",
"monthly_debt"
],
"title": "estimate_debt_to_incomeArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "get_rate_lock_status",
"title": null,
"description": "Return mocked rate lock status for an application.",
"inputSchema": {
"properties": {
"application_id": {
"title": "Application Id",
"type": "string"
}
},
"required": [
"application_id"
],
"title": "get_rate_lock_statusArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "create_loan_application",
"title": null,
"description": "Create a mocked loan application.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"product_type": {
"title": "Product Type",
"type": "string"
},
"requested_amount": {
"title": "Requested Amount",
"type": "number"
}
},
"required": [
"customer_id",
"product_type",
"requested_amount"
],
"title": "create_loan_applicationArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "get_application_status",
"title": null,
"description": "Return mocked loan application status.",
"inputSchema": {
"properties": {
"application_id": {
"title": "Application Id",
"type": "string"
}
},
"required": [
"application_id"
],
"title": "get_application_statusArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "calculate_payoff_quote",
"title": null,
"description": "Calculate mocked loan payoff quote.",
"inputSchema": {
"properties": {
"loan_id": {
"title": "Loan Id",
"type": "string"
},
"payoff_date": {
"title": "Payoff Date",
"type": "string"
}
},
"required": [
"loan_id",
"payoff_date"
],
"title": "calculate_payoff_quoteArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "compare_fixed_variable_rates",
"title": null,
"description": "Compare mocked fixed and variable loan options.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"amount": {
"title": "Amount",
"type": "number"
},
"term_months": {
"title": "Term Months",
"type": "integer"
}
},
"required": [
"customer_id",
"amount",
"term_months"
],
"title": "compare_fixed_variable_ratesArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "list_required_loan_documents",
"title": null,
"description": "List required documents for a loan product.",
"inputSchema": {
"properties": {
"product_type": {
"title": "Product Type",
"type": "string"
},
"customer_segment": {
"title": "Customer Segment",
"type": "string"
}
},
"required": [
"product_type",
"customer_segment"
],
"title": "list_required_loan_documentsArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "simulate_interest_rate_shock",
"title": null,
"description": "Simulate payment impact of an interest-rate shock.",
"inputSchema": {
"properties": {
"loan_id": {
"title": "Loan Id",
"type": "string"
},
"shock_bps": {
"title": "Shock Bps",
"type": "integer"
}
},
"required": [
"loan_id",
"shock_bps"
],
"title": "simulate_interest_rate_shockArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "price_bridge_loan",
"title": null,
"description": "Price a short-term bridge loan for property purchase timing gaps.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"reference_id": {
"title": "Reference Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"reference_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "assess_construction_draw",
"title": null,
"description": "Assess whether a construction loan draw request is in policy.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"reference_id": {
"title": "Reference Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"reference_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "review_appraisal_gap",
"title": null,
"description": "Review appraisal gap risk for a mortgage application.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"reference_id": {
"title": "Reference Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"reference_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "estimate_closing_costs",
"title": null,
"description": "Estimate closing costs for a loan transaction.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"reference_id": {
"title": "Reference Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"reference_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "calculate_apr_from_fees",
"title": null,
"description": "Calculate annual percentage rate impact from fees.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"reference_id": {
"title": "Reference Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"reference_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "score_small_business_loan",
"title": null,
"description": "Score a small-business loan using mocked financial indicators.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"reference_id": {
"title": "Reference Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"reference_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "review_covenant_compliance",
"title": null,
"description": "Review mocked covenant compliance for a commercial loan.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"reference_id": {
"title": "Reference Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"reference_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "estimate_collateral_haircut",
"title": null,
"description": "Estimate collateral haircut for secured lending.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"reference_id": {
"title": "Reference Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"reference_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "calculate_balloon_payment",
"title": null,
"description": "Calculate mocked balloon payment for a loan.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"reference_id": {
"title": "Reference Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"reference_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "assess_guarantor_strength",
"title": null,
"description": "Assess guarantor strength for a credit application.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"reference_id": {
"title": "Reference Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"reference_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "review_payment_holiday_request",
"title": null,
"description": "Review a borrower payment holiday request.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"reference_id": {
"title": "Reference Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"reference_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "calculate_interest_only_payment",
"title": null,
"description": "Calculate interest-only loan payment.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"reference_id": {
"title": "Reference Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"reference_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "check_mortgage_insurance_need",
"title": null,
"description": "Check whether mortgage insurance is needed.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"reference_id": {
"title": "Reference Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"reference_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "estimate_credit_line_utilization",
"title": null,
"description": "Estimate credit line utilization and warning status.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"reference_id": {
"title": "Reference Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"reference_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "review_overpayment_allowance",
"title": null,
"description": "Review annual loan overpayment allowance.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"reference_id": {
"title": "Reference Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"reference_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "calculate_variable_rate_reset",
"title": null,
"description": "Calculate payment impact at variable-rate reset.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"reference_id": {
"title": "Reference Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"reference_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "assess_green_mortgage_discount",
"title": null,
"description": "Assess eligibility for green mortgage discount.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"reference_id": {
"title": "Reference Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"reference_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "review_debt_consolidation_fit",
"title": null,
"description": "Review whether debt consolidation loan is suitable.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"reference_id": {
"title": "Reference Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"reference_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "estimate_auto_loan_residual",
"title": null,
"description": "Estimate residual value for an auto loan.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"reference_id": {
"title": "Reference Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"reference_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "calculate_loan_modification_terms",
"title": null,
"description": "Calculate mocked loan modification terms.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"reference_id": {
"title": "Reference Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"reference_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "review_lien_position",
"title": null,
"description": "Review lien position for secured lending.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"reference_id": {
"title": "Reference Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"reference_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "estimate_loss_given_default",
"title": null,
"description": "Estimate mocked loss given default.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"reference_id": {
"title": "Reference Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"reference_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "calculate_probability_of_default",
"title": null,
"description": "Calculate mocked probability of default.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"reference_id": {
"title": "Reference Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"reference_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "review_document_exceptions",
"title": null,
"description": "Review loan document exceptions.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"reference_id": {
"title": "Reference Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"reference_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "assess_portfolio_concentration",
"title": null,
"description": "Assess loan portfolio concentration risk.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"reference_id": {
"title": "Reference Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"reference_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "calculate_servicing_fee",
"title": null,
"description": "Calculate mocked loan servicing fee.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"reference_id": {
"title": "Reference Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"reference_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "review_drawdown_conditions",
"title": null,
"description": "Review conditions precedent for loan drawdown.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"reference_id": {
"title": "Reference Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"reference_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "estimate_prepayment_speed",
"title": null,
"description": "Estimate mocked prepayment speed.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"reference_id": {
"title": "Reference Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"reference_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "check_regulatory_lending_limit",
"title": null,
"description": "Check regulatory lending limit headroom.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"reference_id": {
"title": "Reference Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"reference_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "summarize_credit_memo",
"title": null,
"description": "Summarize mocked credit memo highlights.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"reference_id": {
"title": "Reference Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"reference_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
}
],
"investments": [
{
"name": "get_portfolio_summary",
"title": null,
"description": "Return mocked portfolio summary.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"portfolio_id": {
"title": "Portfolio Id",
"type": "string"
}
},
"required": [
"customer_id",
"portfolio_id"
],
"title": "get_portfolio_summaryArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "calculate_asset_allocation",
"title": null,
"description": "Calculate mocked asset allocation.",
"inputSchema": {
"properties": {
"portfolio_id": {
"title": "Portfolio Id",
"type": "string"
}
},
"required": [
"portfolio_id"
],
"title": "calculate_asset_allocationArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "assess_risk_profile",
"title": null,
"description": "Assess investor risk profile.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"horizon_years": {
"title": "Horizon Years",
"type": "integer"
},
"loss_tolerance_percent": {
"title": "Loss Tolerance Percent",
"type": "number"
}
},
"required": [
"customer_id",
"horizon_years",
"loss_tolerance_percent"
],
"title": "assess_risk_profileArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "recommend_rebalance_trades",
"title": null,
"description": "Recommend mocked rebalancing trades.",
"inputSchema": {
"properties": {
"portfolio_id": {
"title": "Portfolio Id",
"type": "string"
},
"target_equity_percent": {
"title": "Target Equity Percent",
"type": "number"
}
},
"required": [
"portfolio_id",
"target_equity_percent"
],
"title": "recommend_rebalance_tradesArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "estimate_portfolio_var",
"title": null,
"description": "Estimate mocked portfolio value at risk.",
"inputSchema": {
"properties": {
"portfolio_id": {
"title": "Portfolio Id",
"type": "string"
},
"confidence_percent": {
"title": "Confidence Percent",
"type": "number"
},
"horizon_days": {
"title": "Horizon Days",
"type": "integer"
}
},
"required": [
"portfolio_id",
"confidence_percent",
"horizon_days"
],
"title": "estimate_portfolio_varArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "get_security_quote",
"title": null,
"description": "Return mocked security quote.",
"inputSchema": {
"properties": {
"symbol": {
"title": "Symbol",
"type": "string"
},
"exchange": {
"title": "Exchange",
"type": "string"
}
},
"required": [
"symbol",
"exchange"
],
"title": "get_security_quoteArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "screen_sustainable_funds",
"title": null,
"description": "Screen mocked sustainable funds.",
"inputSchema": {
"properties": {
"region": {
"title": "Region",
"type": "string"
},
"minimum_esg_score": {
"title": "Minimum Esg Score",
"type": "integer"
},
"asset_class": {
"title": "Asset Class",
"type": "string"
}
},
"required": [
"region",
"minimum_esg_score",
"asset_class"
],
"title": "screen_sustainable_fundsArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "calculate_realized_gain",
"title": null,
"description": "Calculate mocked realized gains.",
"inputSchema": {
"properties": {
"account_id": {
"title": "Account Id",
"type": "string"
},
"tax_year": {
"title": "Tax Year",
"type": "integer"
}
},
"required": [
"account_id",
"tax_year"
],
"title": "calculate_realized_gainArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "check_product_suitability",
"title": null,
"description": "Check mocked investment product suitability.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"product_id": {
"title": "Product Id",
"type": "string"
},
"risk_rating": {
"title": "Risk Rating",
"type": "integer"
}
},
"required": [
"customer_id",
"product_id",
"risk_rating"
],
"title": "check_product_suitabilityArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "get_dividend_calendar",
"title": null,
"description": "Return mocked upcoming dividends.",
"inputSchema": {
"properties": {
"portfolio_id": {
"title": "Portfolio Id",
"type": "string"
},
"next_days": {
"title": "Next Days",
"type": "integer"
}
},
"required": [
"portfolio_id",
"next_days"
],
"title": "get_dividend_calendarArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "simulate_market_shock",
"title": null,
"description": "Simulate mocked market shock impact.",
"inputSchema": {
"properties": {
"portfolio_id": {
"title": "Portfolio Id",
"type": "string"
},
"equity_shock_percent": {
"title": "Equity Shock Percent",
"type": "number"
},
"rate_shock_bps": {
"title": "Rate Shock Bps",
"type": "integer"
}
},
"required": [
"portfolio_id",
"equity_shock_percent",
"rate_shock_bps"
],
"title": "simulate_market_shockArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "get_investment_policy_statement",
"title": null,
"description": "Return mocked investment policy statement summary.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
}
},
"required": [
"customer_id"
],
"title": "get_investment_policy_statementArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "compare_fund_expenses",
"title": null,
"description": "Compare mocked fund expenses.",
"inputSchema": {
"properties": {
"fund_a": {
"title": "Fund A",
"type": "string"
},
"fund_b": {
"title": "Fund B",
"type": "string"
},
"investment_amount": {
"title": "Investment Amount",
"type": "number"
}
},
"required": [
"fund_a",
"fund_b",
"investment_amount"
],
"title": "compare_fund_expensesArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "calculate_expected_income",
"title": null,
"description": "Calculate mocked expected portfolio income.",
"inputSchema": {
"properties": {
"portfolio_id": {
"title": "Portfolio Id",
"type": "string"
},
"next_months": {
"title": "Next Months",
"type": "integer"
}
},
"required": [
"portfolio_id",
"next_months"
],
"title": "calculate_expected_incomeArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "get_model_portfolio",
"title": null,
"description": "Return mocked model portfolio.",
"inputSchema": {
"properties": {
"model_name": {
"title": "Model Name",
"type": "string"
},
"risk_level": {
"title": "Risk Level",
"type": "string"
}
},
"required": [
"model_name",
"risk_level"
],
"title": "get_model_portfolioArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "assess_concentration_risk",
"title": null,
"description": "Assess mocked issuer concentration risk.",
"inputSchema": {
"properties": {
"portfolio_id": {
"title": "Portfolio Id",
"type": "string"
},
"issuer_limit_percent": {
"title": "Issuer Limit Percent",
"type": "number"
}
},
"required": [
"portfolio_id",
"issuer_limit_percent"
],
"title": "assess_concentration_riskArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "generate_trade_ticket",
"title": null,
"description": "Generate a mocked trade ticket.",
"inputSchema": {
"properties": {
"account_id": {
"title": "Account Id",
"type": "string"
},
"symbol": {
"title": "Symbol",
"type": "string"
},
"side": {
"title": "Side",
"type": "string"
},
"quantity": {
"title": "Quantity",
"type": "integer"
}
},
"required": [
"account_id",
"symbol",
"side",
"quantity"
],
"title": "generate_trade_ticketArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "get_benchmark_performance",
"title": null,
"description": "Return mocked benchmark performance.",
"inputSchema": {
"properties": {
"benchmark_id": {
"title": "Benchmark Id",
"type": "string"
},
"period": {
"title": "Period",
"type": "string"
}
},
"required": [
"benchmark_id",
"period"
],
"title": "get_benchmark_performanceArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "evaluate_liquidity_needs",
"title": null,
"description": "Evaluate mocked liquidity needs.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"required_cash": {
"title": "Required Cash",
"type": "number"
},
"horizon_months": {
"title": "Horizon Months",
"type": "integer"
}
},
"required": [
"customer_id",
"required_cash",
"horizon_months"
],
"title": "evaluate_liquidity_needsArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "recommend_tax_loss_harvest",
"title": null,
"description": "Recommend mocked tax-loss harvesting candidates.",
"inputSchema": {
"properties": {
"portfolio_id": {
"title": "Portfolio Id",
"type": "string"
},
"minimum_loss": {
"title": "Minimum Loss",
"type": "number"
}
},
"required": [
"portfolio_id",
"minimum_loss"
],
"title": "recommend_tax_loss_harvestArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "screen_bond_ladder",
"title": null,
"description": "Screen a bond ladder for maturity and income targets.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"portfolio_id": {
"title": "Portfolio Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"portfolio_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "estimate_duration_risk",
"title": null,
"description": "Estimate duration risk for a fixed-income allocation.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"portfolio_id": {
"title": "Portfolio Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"portfolio_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "calculate_sharpe_ratio",
"title": null,
"description": "Calculate mocked Sharpe ratio for a portfolio.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"portfolio_id": {
"title": "Portfolio Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"portfolio_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "calculate_sortino_ratio",
"title": null,
"description": "Calculate mocked Sortino ratio for a portfolio.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"portfolio_id": {
"title": "Portfolio Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"portfolio_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "review_fund_overlap",
"title": null,
"description": "Review overlap between funds in a portfolio.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"portfolio_id": {
"title": "Portfolio Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"portfolio_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "assess_currency_exposure",
"title": null,
"description": "Assess currency exposure in a portfolio.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"portfolio_id": {
"title": "Portfolio Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"portfolio_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "recommend_cash_allocation",
"title": null,
"description": "Recommend cash allocation based on liquidity need.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"portfolio_id": {
"title": "Portfolio Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"portfolio_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "estimate_drawdown_risk",
"title": null,
"description": "Estimate potential drawdown risk.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"portfolio_id": {
"title": "Portfolio Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"portfolio_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "review_structured_note",
"title": null,
"description": "Review suitability of a structured note.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"portfolio_id": {
"title": "Portfolio Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"portfolio_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "calculate_yield_to_maturity",
"title": null,
"description": "Calculate mocked yield to maturity.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"portfolio_id": {
"title": "Portfolio Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"portfolio_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "estimate_total_expense_ratio",
"title": null,
"description": "Estimate total portfolio expense ratio.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"portfolio_id": {
"title": "Portfolio Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"portfolio_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "review_private_market_commitment",
"title": null,
"description": "Review private market commitment pacing.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"portfolio_id": {
"title": "Portfolio Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"portfolio_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "assess_factor_exposure",
"title": null,
"description": "Assess factor exposure such as value or momentum.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"portfolio_id": {
"title": "Portfolio Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"portfolio_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "calculate_tracking_error",
"title": null,
"description": "Calculate tracking error versus a benchmark.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"portfolio_id": {
"title": "Portfolio Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"portfolio_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "recommend_glide_path",
"title": null,
"description": "Recommend target-date glide path allocation.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"portfolio_id": {
"title": "Portfolio Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"portfolio_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "screen_income_stocks",
"title": null,
"description": "Screen income stocks for dividend yield.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"portfolio_id": {
"title": "Portfolio Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"portfolio_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "estimate_tax_drag",
"title": null,
"description": "Estimate tax drag on portfolio returns.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"portfolio_id": {
"title": "Portfolio Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"portfolio_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "review_restricted_list",
"title": null,
"description": "Review whether a security is on restricted list.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"portfolio_id": {
"title": "Portfolio Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"portfolio_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "calculate_portfolio_beta",
"title": null,
"description": "Calculate mocked portfolio beta.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"portfolio_id": {
"title": "Portfolio Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"portfolio_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "assess_alternative_allocation",
"title": null,
"description": "Assess alternative investment allocation.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"portfolio_id": {
"title": "Portfolio Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"portfolio_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "review_margin_requirement",
"title": null,
"description": "Review margin requirement for a trade.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"portfolio_id": {
"title": "Portfolio Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"portfolio_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "estimate_scenario_return",
"title": null,
"description": "Estimate portfolio return under a scenario.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"portfolio_id": {
"title": "Portfolio Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"portfolio_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "calculate_required_minimum_distribution",
"title": null,
"description": "Calculate mocked retirement distribution.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"portfolio_id": {
"title": "Portfolio Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"portfolio_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "review_client_investment_objective",
"title": null,
"description": "Review client investment objective alignment.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"portfolio_id": {
"title": "Portfolio Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"portfolio_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "screen_low_volatility_etfs",
"title": null,
"description": "Screen low-volatility ETF candidates.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"portfolio_id": {
"title": "Portfolio Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"portfolio_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "estimate_reinvestment_income",
"title": null,
"description": "Estimate reinvestment income.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"portfolio_id": {
"title": "Portfolio Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"portfolio_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "calculate_capital_gains_budget",
"title": null,
"description": "Calculate capital gains budget.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"portfolio_id": {
"title": "Portfolio Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"portfolio_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "review_portfolio_turnover",
"title": null,
"description": "Review portfolio turnover.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"portfolio_id": {
"title": "Portfolio Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"portfolio_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "assess_fiduciary_watchlist",
"title": null,
"description": "Assess fiduciary watchlist items.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"portfolio_id": {
"title": "Portfolio Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"portfolio_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "summarize_investment_proposal",
"title": null,
"description": "Summarize mocked investment proposal highlights.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"portfolio_id": {
"title": "Portfolio Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"portfolio_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
}
],
"accounts": [
{
"name": "get_account_balance",
"title": null,
"description": "Return mocked current account balance.",
"inputSchema": {
"properties": {
"account_id": {
"title": "Account Id",
"type": "string"
},
"as_of_date": {
"title": "As Of Date",
"type": "string"
}
},
"required": [
"account_id",
"as_of_date"
],
"title": "get_account_balanceArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "list_recent_transactions",
"title": null,
"description": "List mocked recent transactions.",
"inputSchema": {
"properties": {
"account_id": {
"title": "Account Id",
"type": "string"
},
"days": {
"title": "Days",
"type": "integer"
}
},
"required": [
"account_id",
"days"
],
"title": "list_recent_transactionsArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "categorize_transaction",
"title": null,
"description": "Categorize a transaction.",
"inputSchema": {
"properties": {
"transaction_id": {
"title": "Transaction Id",
"type": "string"
},
"merchant_name": {
"title": "Merchant Name",
"type": "string"
},
"amount": {
"title": "Amount",
"type": "number"
}
},
"required": [
"transaction_id",
"merchant_name",
"amount"
],
"title": "categorize_transactionArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "detect_overdraft_risk",
"title": null,
"description": "Assess mocked overdraft risk.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"account_id": {
"title": "Account Id",
"type": "string"
},
"projected_debits": {
"title": "Projected Debits",
"type": "number"
}
},
"required": [
"customer_id",
"account_id",
"projected_debits"
],
"title": "detect_overdraft_riskArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "create_payment_instruction",
"title": null,
"description": "Create a mocked payment instruction.",
"inputSchema": {
"properties": {
"account_id": {
"title": "Account Id",
"type": "string"
},
"beneficiary_iban": {
"title": "Beneficiary Iban",
"type": "string"
},
"amount": {
"title": "Amount",
"type": "number"
}
},
"required": [
"account_id",
"beneficiary_iban",
"amount"
],
"title": "create_payment_instructionArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "validate_iban",
"title": null,
"description": "Validate an IBAN format at a mocked level.",
"inputSchema": {
"properties": {
"iban": {
"title": "Iban",
"type": "string"
},
"country_code": {
"title": "Country Code",
"type": "string"
}
},
"required": [
"iban",
"country_code"
],
"title": "validate_ibanArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "get_direct_debits",
"title": null,
"description": "Return mocked direct debits.",
"inputSchema": {
"properties": {
"account_id": {
"title": "Account Id",
"type": "string"
}
},
"required": [
"account_id"
],
"title": "get_direct_debitsArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "summarize_cash_flow",
"title": null,
"description": "Summarize cash flow for a date range.",
"inputSchema": {
"properties": {
"account_id": {
"title": "Account Id",
"type": "string"
},
"start_date": {
"title": "Start Date",
"type": "string"
},
"end_date": {
"title": "End Date",
"type": "string"
}
},
"required": [
"account_id",
"start_date",
"end_date"
],
"title": "summarize_cash_flowArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "flag_unusual_spend",
"title": null,
"description": "Flag unusually high spend.",
"inputSchema": {
"properties": {
"account_id": {
"title": "Account Id",
"type": "string"
},
"category": {
"title": "Category",
"type": "string"
},
"amount": {
"title": "Amount",
"type": "number"
}
},
"required": [
"account_id",
"category",
"amount"
],
"title": "flag_unusual_spendArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "get_card_status",
"title": null,
"description": "Return card status.",
"inputSchema": {
"properties": {
"card_id": {
"title": "Card Id",
"type": "string"
}
},
"required": [
"card_id"
],
"title": "get_card_statusArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "freeze_card",
"title": null,
"description": "Mock freezing a card.",
"inputSchema": {
"properties": {
"card_id": {
"title": "Card Id",
"type": "string"
},
"reason": {
"title": "Reason",
"type": "string"
}
},
"required": [
"card_id",
"reason"
],
"title": "freeze_cardArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "calculate_monthly_fees",
"title": null,
"description": "Calculate mocked monthly account fees.",
"inputSchema": {
"properties": {
"account_id": {
"title": "Account Id",
"type": "string"
},
"month": {
"title": "Month",
"type": "string"
}
},
"required": [
"account_id",
"month"
],
"title": "calculate_monthly_feesArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "check_account_kyc_status",
"title": null,
"description": "Return KYC status for current account servicing.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
}
},
"required": [
"customer_id"
],
"title": "check_account_kyc_statusArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "get_savings_sweep_recommendation",
"title": null,
"description": "Recommend a sweep from current account to savings.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"account_id": {
"title": "Account Id",
"type": "string"
},
"minimum_buffer": {
"title": "Minimum Buffer",
"type": "number"
}
},
"required": [
"customer_id",
"account_id",
"minimum_buffer"
],
"title": "get_savings_sweep_recommendationArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "estimate_foreign_exchange_fee",
"title": null,
"description": "Estimate FX fee for account transaction.",
"inputSchema": {
"properties": {
"account_id": {
"title": "Account Id",
"type": "string"
},
"source_currency": {
"title": "Source Currency",
"type": "string"
},
"target_currency": {
"title": "Target Currency",
"type": "string"
},
"amount": {
"title": "Amount",
"type": "number"
}
},
"required": [
"account_id",
"source_currency",
"target_currency",
"amount"
],
"title": "estimate_foreign_exchange_feeArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "get_standing_orders",
"title": null,
"description": "List mocked standing orders.",
"inputSchema": {
"properties": {
"account_id": {
"title": "Account Id",
"type": "string"
}
},
"required": [
"account_id"
],
"title": "get_standing_ordersArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "project_end_of_month_balance",
"title": null,
"description": "Project end-of-month balance.",
"inputSchema": {
"properties": {
"account_id": {
"title": "Account Id",
"type": "string"
},
"expected_income": {
"title": "Expected Income",
"type": "number"
},
"expected_spend": {
"title": "Expected Spend",
"type": "number"
}
},
"required": [
"account_id",
"expected_income",
"expected_spend"
],
"title": "project_end_of_month_balanceArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "find_duplicate_charges",
"title": null,
"description": "Find mocked duplicate charges.",
"inputSchema": {
"properties": {
"account_id": {
"title": "Account Id",
"type": "string"
},
"lookback_days": {
"title": "Lookback Days",
"type": "integer"
}
},
"required": [
"account_id",
"lookback_days"
],
"title": "find_duplicate_chargesArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "get_account_alert_preferences",
"title": null,
"description": "Return account alert preferences.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"account_id": {
"title": "Account Id",
"type": "string"
}
},
"required": [
"customer_id",
"account_id"
],
"title": "get_account_alert_preferencesArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "recommend_fee_waiver",
"title": null,
"description": "Recommend whether to waive account fees.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"account_id": {
"title": "Account Id",
"type": "string"
},
"relationship_years": {
"title": "Relationship Years",
"type": "integer"
}
},
"required": [
"customer_id",
"account_id",
"relationship_years"
],
"title": "recommend_fee_waiverArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "review_payment_limit",
"title": null,
"description": "Review payment limit for a current account.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"account_id": {
"title": "Account Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"account_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "increase_transfer_limit",
"title": null,
"description": "Mock increasing transfer limit.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"account_id": {
"title": "Account Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"account_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "assess_salary_pattern",
"title": null,
"description": "Assess salary pattern in current account transactions.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"account_id": {
"title": "Account Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"account_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "detect_subscription_spend",
"title": null,
"description": "Detect recurring subscription spend.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"account_id": {
"title": "Account Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"account_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "summarize_merchant_spend",
"title": null,
"description": "Summarize spend by merchant.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"account_id": {
"title": "Account Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"account_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "review_chargeback_case",
"title": null,
"description": "Review card chargeback case.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"account_id": {
"title": "Account Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"account_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "create_card_replacement",
"title": null,
"description": "Create mocked card replacement order.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"account_id": {
"title": "Account Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"account_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "estimate_cash_withdrawal_fee",
"title": null,
"description": "Estimate cash withdrawal fee.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"account_id": {
"title": "Account Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"account_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "review_joint_account_access",
"title": null,
"description": "Review joint account access status.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"account_id": {
"title": "Account Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"account_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "check_sepa_reachability",
"title": null,
"description": "Check SEPA reachability for a beneficiary.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"account_id": {
"title": "Account Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"account_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "validate_payment_reference",
"title": null,
"description": "Validate payment reference format.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"account_id": {
"title": "Account Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"account_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "assess_fraud_alert",
"title": null,
"description": "Assess mocked fraud alert.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"account_id": {
"title": "Account Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"account_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "review_account_closure_readiness",
"title": null,
"description": "Review account closure readiness.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"account_id": {
"title": "Account Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"account_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "calculate_interest_on_positive_balance",
"title": null,
"description": "Calculate interest on positive balance.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"account_id": {
"title": "Account Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"account_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "recommend_budget_category_limit",
"title": null,
"description": "Recommend budget category limit.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"account_id": {
"title": "Account Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"account_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "detect_income_interruption",
"title": null,
"description": "Detect income interruption risk.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"account_id": {
"title": "Account Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"account_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "review_cash_deposit_pattern",
"title": null,
"description": "Review cash deposit pattern.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"account_id": {
"title": "Account Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"account_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "estimate_international_transfer_time",
"title": null,
"description": "Estimate international transfer time.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"account_id": {
"title": "Account Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"account_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "check_beneficiary_risk",
"title": null,
"description": "Check beneficiary risk score.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"account_id": {
"title": "Account Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"account_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "review_power_of_attorney",
"title": null,
"description": "Review power of attorney on account.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"account_id": {
"title": "Account Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"account_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "summarize_monthly_statement",
"title": null,
"description": "Summarize monthly current account statement.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"account_id": {
"title": "Account Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"account_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "detect_round_number_transfers",
"title": null,
"description": "Detect round-number transfer pattern.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"account_id": {
"title": "Account Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"account_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "review_account_package_fit",
"title": null,
"description": "Review current account package fit.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"account_id": {
"title": "Account Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"account_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "estimate_atm_rebate",
"title": null,
"description": "Estimate ATM fee rebate.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"account_id": {
"title": "Account Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"account_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "check_dormancy_risk",
"title": null,
"description": "Check account dormancy risk.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"account_id": {
"title": "Account Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"account_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "review_negative_balance_history",
"title": null,
"description": "Review negative balance history.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"account_id": {
"title": "Account Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"account_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "recommend_alert_threshold",
"title": null,
"description": "Recommend balance alert threshold.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"account_id": {
"title": "Account Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"account_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "assess_travel_notice_need",
"title": null,
"description": "Assess whether travel notice is needed.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"account_id": {
"title": "Account Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"account_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "review_cashback_eligibility",
"title": null,
"description": "Review cashback eligibility.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"account_id": {
"title": "Account Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"account_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
},
{
"name": "summarize_account_health",
"title": null,
"description": "Summarize mocked account health.",
"inputSchema": {
"properties": {
"customer_id": {
"title": "Customer Id",
"type": "string"
},
"account_id": {
"title": "Account Id",
"type": "string"
},
"amount": {
"default": 1000.0,
"title": "Amount",
"type": "number"
}
},
"required": [
"customer_id",
"account_id"
],
"title": "toolArguments",
"type": "object"
},
"outputSchema": null,
"icons": null,
"annotations": null,
"meta": null,
"execution": null
}
]
}V demu jsou tři samostatné MCP servery pro FSI domény: loans, investments a accounts. Raw tools/list z těchto serverů je uložený v standalone-mcp-tools.json.
Vypadá to nevinně, ale jsou tu hned dva praktické problémy.
Definice nástrojů zabírají hodně místa v kontextu.
První problém samozřejmě je, že tohle je opravdu hodně textu a ten jde do vstupních tokenů bez ohledu na to, který nástroj pak agent reálně použije a dokonce i v případě, že se rozhodne nepoužít žádný. Takže uživatelovo:
Uživatel
Ahoja odpověď:
Agent
Ahoj, co pro tebe můžu udělat?znamená klidně i tisíce vstupních tokenů, jejich náklady a zvýšení času do prvního tokenu.
Různé MCP servery mají různé URL, přístupy a katalog.
Druhou potíží je to, že MCP serverů může být několik, mají různé URL, přístupy, katalog a dává smysl tohle sjednotit. Ideálně vytvořit krabici na nářadí, toolbox, který obsahuje vhodné MCP servery pro danou úlohu.
