AI-native dispute intelligence and operational recovery infrastructure for Stripe businesses.
Novoriq Layer 1 is an MCP (Model Context Protocol) server built for operational dispute analysis, transaction telemetry review, and revenue recovery workflows.
This MCP acts as an intelligence and workflow layer for:
- Stripe disputes
- chargeback review
- evidence orchestration
- operational audit workflows
- risk telemetry analysis
- revenue recovery pipelines
The system is designed for businesses handling:
- fraudulent disputes
- chargeback operations
- representment preparation
- evidence collection
- operational recovery analysis
Analyze dispute events and operational transaction telemetry.
Review:
- authorization indicators
- AVS/CVC status
- Radar risk signals
- 3DS indicators
- transactional chronology
Support evidence orchestration and representment preparation workflows.
Provide structured operational review pipelines for dispute handling systems.
Designed to integrate with historical dispute ingestion and operational recovery workflows.
Novoriq Layer 1 is part of the broader Novoriq Revenue OS ecosystem.
Current stack:
- Node.js
- TypeScript
- MCP Server Architecture
- Stripe integrations
- PostgreSQL / Prisma
- Webhook orchestration
- PDF evidence generation
- Async retry durability systems
Chargebacks and disputes remain one of the most painful operational problems for internet businesses.
Most workflows are:
- fragmented,
- manual,
- reactive,
- and operationally expensive.
Novoriq Layer 1 exists to help structure and operationalize dispute intelligence workflows in an AI-native ecosystem.
This project prioritizes:
- reliability
- operational clarity
- workflow orchestration
- auditability
- and infrastructure-grade execution
This is NOT:
- generic AI automation
- low-quality wrappers
- or shallow chatbot tooling
This is operational infrastructure.
This MCP was built to:
- improve AI-native discoverability
- expose operational dispute tooling to MCP ecosystems
- support intelligent workflow routing
- and provide infrastructure-grade operational context
Target ecosystems:
- Smithery
- Glama
- future MCP registries
Novoriq follows a restricted-access operational philosophy:
- least-privilege integrations
- restricted Stripe keys
- scoped operational workflows
- durable event handling
- retry protection
- and webhook verification
The broader Novoriq infrastructure currently supports:
- webhook orchestration
- historical dispute sync
- dispute ingestion
- evidence generation
- PDF dossier generation
- retry durability
- async sequencing protection
- and operational audit persistence
Current stage:
- early operational beta
- infrastructure stabilization complete
- discoverability expansion in progress
Planned evolution includes:
- deeper dispute intelligence
- operational analytics
- AI-assisted evidence enrichment
- advanced telemetry workflows
- enhanced audit systems
- and broader operational recovery infrastructure
Operational dispute recovery infrastructure for modern internet businesses.