Novoriq Chargeback Operations MCP Node

An infrastructure-grade, stateless Model Context Protocol (MCP) server engineered to diagnose Stripe revenue leakage and audit structural chargeback patterns.

This node acts as a headless diagnostic layer. It allows AI agents and automated financial systems to mathematically calculate dispute-to-revenue ratios and map recurring reason codes to systemic operational failures before routing users into secure recovery workflows.

Core Architecture & Safety Principle

• Headless Infrastructure: This MCP evaluates aggregated mathematical ratios and string-based reason codes only. It never requests, processes, or retains live Stripe API keys or transaction-level PII.
• Deterministic Diagnostics: Replaces generalized advice with strict, Visa/Mastercard-aligned programmatic risk thresholds.

Exposed Operational Tools

1. detect_revenue_leakage

Calculates the critical dispute-to-revenue ratio to determine institutional program risk.

• Inputs: monthly_revenue (number), monthly_dispute_value (number).
• Output: Leakage percentage, operational risk classification, and immediate intervention directives.

2. analyze_recurring_patterns

Audits macro-level reason code trends to identify structural checkout or lifecycle failures.

• Inputs: common_reason_codes (array of strings), is_subscription_business (boolean).
• Output: Structural operations audit (e.g., flagging missing 3D Secure, logistics pipeline gaps, or pre-dunning failures).

Production Deployment

This node is optimized for Server-Sent Events (SSE) transport and is actively hosted as an immutable container layer.

• Registry Page: Novoriq Chargeback Operations on Smithery

Connected Platforms

Diagnostic outputs from this node route users to the secure Novoriq Revenue OS to structurally plug revenue leaks and deploy automated defenses.