Open Standard Protocol Model Context Protocol AI Assistant Bridge

The context bridge between
AI assistants and modern commerce.

Fox Commerce is designed around the Model Context Protocol (MCP) — allowing Claude, Cursor, and custom autonomous agents to safely query, analyze, and orchestrate your store operations.

Join the Waitlist → // Full Developer Documentation • Early Access
>>

Why MCP for Commerce Operations?

01 // CONTEXT Live Data

Zero Hallucinations

Instead of guessing your inventory levels or conversion benchmarks, your AI assistant receives mathematically precise parameters directly from the store data engine.

02 // ACTIONS Safe Execution

Deterministic Tool Calling

AI agents cannot execute dangerous unauthorized writes. All actions are defined by strict JSON-RPC schemas with human-in-the-loop review guards.

03 // ECOSYSTEM Universal

Universal Client Support

Compatible out-of-the-box with Claude Desktop, Cursor, and any custom agent runtime supporting the Model Context Protocol standard over Stdio or SSE.

Fox MCP Integration | STDIO / SSE Protocol
Model Context Protocol AI Assistant Bridge
Fox is built for the MCP era.

Your commerce stack, ready for AI.

Your products shouldn't live in isolated dashboards. With MCP support, Fox products can expose their capabilities and data to AI-powered workflows — making it easier to ask questions, automate repetitive work, and turn insights into actions.

>> TOPOLOGY: BIDIRECTIONAL CONTEXT BRIDGE
// CLIENT_NODE MCP CLIENT
AI

AI Assistant

Claude / Cursor / Agents

ROLE: QUERY & INTENT CONNECTED
// PROTOCOL_SERVER FOX_MCP_v1
FX

Fox MCP Server

Context & Tool Broker

ROUTING: TOOLS & PROMPTS BIDIRECTIONAL
// TARGET_SYSTEMS PLATFORM APIS
CE

Commerce Engine

Shopify / Ad Networks

SERVICES: OFFERS + ADS SYNCED
// SCHEMATIC_FLOW:
[ AI Assistant ] <--- MCP Protocol (JSON-RPC) ---> [ Fox MCP Server ] <--- GraphQL / REST ---> [ Commerce Engine (Shopify / Ad Networks) ]
PAYLOAD: Tools (`create_bundle_offer`, `get_campaign_cac`, `sync_subscription_tier`) + Resources (`shopify://offers`, `ads://metrics`)
>>

Interactive MCP Command Console

PROTOCOL: MCP/1.0
STATUS: ACTIVE | TARGET: shopify_cart
LATENCY: 8.4ms
| 200 OK
// RUN MCP CMD:
> fox-mcp:~$ mcp inspect-friction --route=cart
// TELEMETRY_STREAM_STDOUT CHANNEL: SSE_STREAM_01
{
  "status": "200 OK",
  "protocol": "MCP/1.0",
  "route": "/cart",
  "friction_score": 0.12,
  "dropoff_risk": "LOW",
  "latency_ms": 8.4,
  "bottlenecks": [
    "coupon_validation_lag",
    "address_autofill_stale"
  ],
  "recommendation": "Activate inline one-click pre-authorization hook",
  "engine": "Fox Commerce Core"
}
> SYS_EXEC: READY // TELEMETRY_ACK: 200 OK
LATENCY: 8.4ms | READY FOR NEXT INSTRUCTION
>>

Natural Language Commerce Queries

PROMPT // 01 MCP_DISPATCH
“Create a subscription offer for these three products.”
FORMAT: TEXT_QUERY
PROMPT // 02 MCP_DISPATCH
“Which bundles generated the highest revenue this month?”
FORMAT: TEXT_QUERY
PROMPT // 03 MCP_DISPATCH
“Calculate the maximum CAC we can afford for this campaign.”
FORMAT: TEXT_QUERY
PROMPT // 04 MCP_DISPATCH
“Compare our ad spend against campaign revenue.”
FORMAT: TEXT_QUERY
PROMPT // 05 MCP_DISPATCH
“Find campaigns where the cost is increasing but revenue isn't.”
FORMAT: TEXT_QUERY
// ARCHITECTURAL ADVANTAGE

Instead of opening five different tools, your AI assistant can work with the systems you already use.

ELIMINATE TOOL FATIGUE
>>

MCP-ready by design

[ACT-01] Context Injection

Understand

Give AI access to the right commerce and advertising context.

[ACT-02] Synthetic Analysis

Analyze

Turn raw data into useful insights and decisions.

[ACT-03] Workflow Execution

Act

Move from recommendations to actual workflows.

[ACT-04] Autonomous Operations

Automate

Reduce repetitive operational work.

THESIS // ARCHITECTURAL PARADIGM

The future isn't more dashboards.

It's systems that can work together.

Fox Commerce is building for that future.

Fox Commerce Waitlist | Priority Queue
Early Access Queue
Early Access Queue

We're building something new.

Fox Commerce is currently in development. We're working on products that make commerce operations more flexible, advertising decisions more measurable, and AI workflows more useful.

Be the first to know when Fox launches.

No spam. Just launch updates and early access.

TERMINAL // RESPONSE_BUFFER ENC: UTF-8
> STANDBY: Awaiting input protocol...