Bring Retail Orchestration
to OpenAI Agents SDK
Learn how to connect Shoplazza to OpenAI Agents SDK and start using 11 AI agent tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code.
What is the Shoplazza MCP Server?
Connect your Shoplazza store to any AI agent and take full control of your e-commerce operations and high-fidelity retail orchestration through natural conversation.
What you can do
- Product Portfolio Orchestration — List all store products, retrieve detailed high-fidelity metadata including variants and inventory, and monitor stock levels programmatically
- Order Pipeline Intelligence — Query customer orders, retrieve detailed technical metadata, and stay on top of fulfillment status in real-time
- Customer Intelligence Architecture — Access complete high-fidelity customer profiles and purchase history to personalize every interaction directly through your agent
- Collection & Category Monitoring — Access your complete directory of high-fidelity product collections to understand and orchestrate your store's merchandising structure
- Store Metadata Discovery — Access high-fidelity shop profiles and configuration settings to understand and orchestrate your environment programmatically
- Operational Monitoring — Verify account-level API connectivity and monitor retail orchestration volume directly through your agent for perfectly coordinated service scaling
How it works
1. Subscribe to this server
2. Retrieve your Access Token and Shop Domain from your Shoplazza dashboard (Settings > API)
3. Start managing your e-commerce growth from Claude, Cursor, or any MCP client
No more manual stock checks or missing order updates. Your AI acts as your dedicated store coordinator and retail architect.
Who is this for?
- Store Owners — instantly retrieve product details and order statuses using natural language commands without leaving your creative workspace
- Operations Managers — monitor high-fidelity fulfillment progress and customer trends to ensure healthy retail operations
- Marketing Teams — analyze technical customer segments and collection performance to optimize campaigns through simple AI queries
Built-in capabilities (11)
Check API Status
Create a new customer
Create a new product
Get customer details
Get order details
Get product details
Get shop metadata
List product collections
List shop customers
List store orders
List store products
Why OpenAI Agents SDK?
The OpenAI Agents SDK auto-discovers all 11 tools from Shoplazza through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Shoplazza, another analyzes results, and a third generates reports, all orchestrated through Vinkius.
- —
Native MCP integration via
MCPServerSse, pass the URL and the SDK auto-discovers all tools with full type safety - —
Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure
- —
Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate
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First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output
Shoplazza in OpenAI Agents SDK
Shoplazza and 3,400+ other MCP servers. One platform. One governance layer.
Teams that connect Shoplazza to OpenAI Agents SDK through Vinkius don't need to source, host, or maintain individual MCP servers. Every tool call runs inside a hardened runtime with credential isolation, DLP, and a signed audit chain.
Raw MCP | Vinkius | |
|---|---|---|
| Server catalog | Find and host yourself | 3,400+ managed |
| Infrastructure | Self-hosted | Sandboxed V8 isolates |
| Credential handling | Plaintext in config | Vault + runtime injection |
| Data loss prevention | None | Configurable DLP policies |
| Kill switch | None | Global instant shutdown |
| Financial circuit breakers | None | Per-server limits + alerts |
| Audit trail | None | Ed25519 signed logs |
| SIEM log streaming | None | Splunk, Datadog, Webhook |
| Honeytokens | None | Canary alerts on leak |
| Custom domains | Not applicable | DNS challenge verified |
| GDPR compliance | Manual effort | Automated purge + export |
Why teams choose Vinkius for Shoplazza in OpenAI Agents SDK
The Shoplazza MCP Server runs on Vinkius-managed infrastructure inside AWS — a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts. All 11 tools execute in hardened sandboxes optimized for native MCP execution.
Your AI agents in OpenAI Agents SDK only access the data you authorize, with DLP that blocks sensitive information from ever reaching the model, kill switch for instant shutdown, and up to 60% token savings. Enterprise-grade infrastructure, zero maintenance.
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
How Vinkius secures
Shoplazza for OpenAI Agents SDK
Every tool call from OpenAI Agents SDK to the Shoplazza MCP Server is protected by DLP redaction, cryptographic audit chains, V8 sandbox isolation, kill switch, and financial circuit breakers.
Frequently asked questions
How do I find my Shoplazza Access Token?
Log in to your account, navigate to Settings > API Settings, and create a new high-fidelity Private App to obtain your Access Token.
Can I check product inventory via AI?
Yes! The get_shoplazza_product tool allows your agent to retrieve high-fidelity inventory metadata for all product variants and stock locations.
How do I list my shop's customers?
Use the list_shoplazza_customers tool to retrieve the complete high-fidelity directory of customer profiles along with their unique identifiers for precise orchestration.
How does the OpenAI Agents SDK connect to MCP?
Use MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.
Can I use multiple MCP servers in one agent?
Yes. Pass a list of MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.
Does the SDK support streaming responses?
Yes. The SDK supports SSE and Streamable HTTP transports, both of which work natively with Vinkius.
MCPServerStreamableHttp not found
Ensure you have the latest version: pip install --upgrade openai-agents
Agent not calling tools
Make sure your prompt explicitly references the task the tools can help with.