Bring Cross Border Retail
to CrewAI
Create your Vinkius account to connect Shoplazza / 店匠 to CrewAI and start using all 10 AI tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code. No hosting, no server setup — just connect and start using.
GDPR Free for SubscribersCompatible with every major AI agent and IDE
Gemini
What is the Shoplazza / 店匠 MCP Server?
Empower your AI agent to orchestrate your global retail business with Shoplazza (店匠), the premier E-commerce platform for international brands. By connecting Shoplazza to your agent, you transform complex store management and order tracking into a natural conversation. Your agent can instantly list your products, retrieve detailed order information, monitor inventory levels, and even browse store collections without you ever needing to navigate the Shoplazza Admin interface. Whether you are managing a single boutique or a large-scale international operation, your agent acts as a real-time retail assistant, keeping your data accurate and your global sales moving.
What you can do
- Product Orchestration — List all items in your store, get detailed product metadata, and browse collections.
- Order Management — List and retrieve detailed order information to track fulfillment, payments, and delivery.
- Inventory Monitoring — Retrieve real-time inventory levels for your products to ensure stock availability.
- Customer Insights — Search and manage customer profiles and their purchase history.
- Store Configuration — Access general shop information and monitor configured webhooks.
How it works
- Subscribe to this server
- Enter your Shoplazza Shop Domain and Admin API Access Token
- Start managing your retail operations through Claude, Cursor, or any MCP-compatible client
Who is this for?
- Global E-commerce Managers — monitor store performance, audit orders, and manage products across regions through natural language queries.
- Retail Operations Teams — track inventory levels and coordinate order fulfillment directly from your AI-powered workspace.
- Business Analysts — retrieve store data for sales performance analysis and inventory forecasting.
- Shoplazza Power Users — integrate your existing retail workflows into your AI-driven daily routines.
Built-in capabilities (10)
Get customer details
Get inventory levels
Get order details
Get product details
Get shop information
List product collections
List shop customers
List shop orders
List shop products
List store webhooks
Why CrewAI?
When paired with CrewAI, Shoplazza / 店匠 becomes a first-class tool in your multi-agent workflows. Each agent in the crew can call Shoplazza / 店匠 tools autonomously, one agent queries data, another analyzes results, a third compiles reports, all orchestrated through Vinkius with zero configuration overhead.
- —
Multi-agent collaboration lets you decompose complex workflows into specialized roles, one agent researches, another analyzes, a third generates reports, each with access to MCP tools
- —
CrewAI's native MCP integration requires zero adapter code: pass Vinkius Edge URL directly in the
mcpsparameter and agents auto-discover every available tool at runtime - —
Built-in task delegation and shared memory mean agents can pass context between steps without manual state management, enabling multi-hop reasoning across tool calls
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Sequential and hierarchical crew patterns map naturally to real-world workflows: enumerate subdomains → analyze DNS history → check WHOIS records → compile findings into actionable reports
Shoplazza / 店匠 in CrewAI
Why run Shoplazza / 店匠 with Vinkius?
The Shoplazza / 店匠 connection runs on our fully managed, secure cloud infrastructure. We handle the hosting, maintenance, and security so you don't have to deal with servers or code. All 10 tools are ready to work instantly without any complex setup.
You stay in complete control of your data. Your AI only accesses the information you approve, keeping your sensitive passwords and private details completely safe. Plus, with automatic optimizations, your AI works faster and more efficiently.
* Every connection is hosted and maintained by Vinkius. We handle the security, updates, and infrastructure so you don't have to write code or manage servers. See our infrastructure
Over 4,000 integrations ready for AI agents
Explore a vast library of pre-built integrations, optimized and ready to deploy.
Connect securely in under 30 seconds
Generate tokens to authenticate and link external services in a single step.
Complete visibility into every agent action
Audit live requests, latency, success rates, and active security compliance policies.
Optimize spending and track token ROI
Analyze real-time token consumption and cost metrics detailed by connection.
Explore our live AI Agents Analytics dashboard to see it all working
This dashboard is included when you connect Shoplazza / 店匠 using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
Shoplazza / 店匠 and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect Shoplazza / 店匠 to CrewAI through Vinkius don't need to write code, manage servers, or worry about security. Everything is pre-configured, secure, and runs automatically in the background.
Raw MCP | Vinkius | |
|---|---|---|
| Ready-to-use MCPs | Find and configure each manually | 4,000+ MCPs ready to use |
| Connection Setup | Manual coding & server setup | 1-click instant connection |
| Server Hosting | You host it yourself (needs 24/7 uptime) | 100% hosted & managed by Vinkius |
| Security & Privacy | Stored in plaintext config files | Bank-grade encrypted vault |
| Activity Visibility | Blind execution (no logs or tracking) | Live dashboard with real-time logs |
| Cost Control | Runaway AI token spend risk | Automatic budget limits |
| Revoking Access | Must delete files or code to stop | 1-click disconnect button |
How Vinkius secures
Shoplazza / 店匠 for CrewAI
Every request between CrewAI and Shoplazza / 店匠 is protected by our secure gateway. We automatically keep your sensitive data private, prevent unauthorized access, and let you disconnect instantly at any time.
Frequently asked questions
How do I find my Shoplazza Access Token?
Log in to the Shoplazza Partner Platform, create an application, and follow the OAuth 2.0 flow to obtain your Admin API Access Token.
What is the 'shop_domain' format?
Your shop domain should be the full URL of your Shoplazza admin instance, typically in the format: your-store.myshoplazza.com.
Can I check inventory for specific items?
Yes. Use the get_inventory_levels tool. You can optionally provide a comma-separated list of inventory_item_ids to retrieve the stock levels for those specific items.
How does CrewAI discover and connect to MCP tools?
CrewAI connects to MCP servers lazily. when the crew starts, each agent resolves its MCP URLs and fetches the tool catalog via the standard tools/list method. This means tools are always fresh and reflect the server's current capabilities. No tool schemas need to be hardcoded.
Can different agents in the same crew use different MCP servers?
Yes. Each agent has its own mcps list, so you can assign specific servers to specific roles. For example, a reconnaissance agent might use a domain intelligence server while an analysis agent uses a vulnerability database server.
What happens when an MCP tool call fails during a crew run?
CrewAI wraps tool failures as context for the agent. The LLM receives the error message and can decide to retry with different parameters, fall back to a different tool, or mark the task as partially complete. This resilience is critical for production workflows.
Can CrewAI agents call multiple MCP tools in parallel?
CrewAI agents execute tool calls sequentially within a single reasoning step. However, you can run multiple agents in parallel using process=Process.parallel, each calling different MCP tools concurrently. This is ideal for workflows where separate data sources need to be queried simultaneously.
Can I run CrewAI crews on a schedule (cron)?
Yes. CrewAI crews are standard Python scripts, so you can invoke them via cron, Airflow, Celery, or any task scheduler. The crew.kickoff() method runs synchronously by default, making it straightforward to integrate into existing pipelines.
MCP tools not discovered
Ensure the Edge URL is correct. CrewAI connects lazily when the crew starts. check console output.
Agent not using tools
Make the task description specific. Instead of "do something", say "Use the available tools to list contacts".
Timeout errors
CrewAI has a 10s connection timeout by default. Ensure your network can reach the Edge URL.
Rate limiting or 429 errors
Vinkius enforces per-token rate limits. Check your subscription tier and request quota in the dashboard. Upgrade if you need higher throughput.
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