MCP AI Infrastructure

ReUp includes a sophisticated AI/MCP (Model Context Protocol) infrastructure for autonomous operations.

Overview

The MCP server exposes 28 tool modules that enable AI agents to interact with the platform:

┌─────────────────────────────────────────────────────────────┐
│                    MCP Server Layer                         │
├─────────────────────────────────────────────────────────────┤
│  ┌─────────────┐  ┌─────────────┐  ┌─────────────┐         │
│  │ FastMCP     │  │ Auth/RBAC   │  │ Circuit     │         │
│  │ Transport   │  │ Middleware  │  │ Breaker     │         │
│  └─────────────┘  └─────────────┘  └─────────────┘         │
├─────────────────────────────────────────────────────────────┤
│                    28 Tool Modules                          │
├─────────────────────────────────────────────────────────────┤
│  Analytics │ Approvals │ Commerce │ Cultivation │ Dashboard │
│  Delivery  │ Dutchie   │ Imports  │ Inventory   │ Invoices  │
│  LabTest   │ METRC*    │ ML       │ Notify      │ Onboard   │
│  Orders    │ Products  │ Receive  │ Relations   │ Sync      │
│  Workflows │ ToolSearch│                                    │
└─────────────────────────────────────────────────────────────┘

Tool Categories

Inventory & Products

Tool	Purpose
tools_inventory	Query inventory levels, availability
tools_products	Product catalog operations
tools_imports	Multi-source product import

Orders & Commerce

Tool	Purpose
tools_orders	Order management operations
tools_commerce	B2B marketplace operations
tools_invoices	Invoice lifecycle management

Compliance (METRC)

Tool	Purpose
tools_metrc	Core METRC operations
tools_metrc_read	Read-only METRC data
tools_metrc_actions	Queued write operations
tools_metrc_executors	Action execution
tools_metrc_locations	Facility/location data
tools_metrc_write_extended	Extended write ops

Analytics & Intelligence

Tool	Purpose
tools_analytics	Analytics queries, forecasts
tools_dashboard	Dashboard metrics, KPIs
tools_ml_infrastructure	ML model inference

Operations

Tool	Purpose
tools_delivery	Delivery operations
tools_cultivation	Cultivation data
tools_receiving	Receiving workflows
tools_workflows	Workflow orchestration
tools_approvals	AI approval workflows
tools_lab_testing	Lab testing data

Integration & Sync

Tool	Purpose
tools_dutchie	Dutchie POS integration
tools_sync	Data synchronization
tools_onboarding	Onboarding workflows
tools_relationships	Partnership management
tools_notifications	Notification dispatch

Discovery

Tool	Purpose
tools_tool_search	Find relevant tools for tasks

Authentication & Access Control

Persona-Based Access

The MCP server uses persona-based authentication:

• Entity-scoped: Tools operate within entity boundaries
• Role-filtered: Tools filtered by user role
• Delegation: AI can act on behalf of users

Security Layers

1. JWT authentication
2. Entity context validation
3. Role-based tool filtering
4. Audit logging

ML Infrastructure (2026 Agentic Commerce)

Advanced ML capabilities:

Service	Purpose
autonomous_execution_service	Autonomous agent execution
ml_orchestrator	ML pipeline management
ensemble_forecasting	Multi-model forecasting
calibration_service	Model calibration
explainability_service	Model interpretability
feature_store	Feature engineering
outcome_tracker	Prediction tracking
ab_testing_service	A/B testing framework

Usage Examples

Tool Discovery

# Find tools for inventory management
result = await tools_tool_search.search("inventory levels low stock")

Inventory Query

# Get low stock items
result = await tools_inventory.get_low_stock(
    entity_id="entity-uuid",
    threshold=10
)

METRC Operations

# Read packages from METRC
packages = await tools_metrc_read.get_packages(
    facility_license="C10-0000001",
    active_only=True
)