WooCommerce MCP Server for LlamaIndex 10 tools — connect in under 2 minutes
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add WooCommerce as an MCP tool provider through Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
import asyncio
from llama_index.tools.mcp import BasicMCPClient, McpToolSpec
from llama_index.core.agent.workflow import FunctionAgent
from llama_index.llms.openai import OpenAI
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
mcp_client = BasicMCPClient("https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")
mcp_tool_spec = McpToolSpec(client=mcp_client)
tools = await mcp_tool_spec.to_tool_list_async()
agent = FunctionAgent(
tools=tools,
llm=OpenAI(model="gpt-4o"),
system_prompt=(
"You are an assistant with access to WooCommerce. "
"You have 10 tools available."
),
)
response = await agent.run(
"What tools are available in WooCommerce?"
)
print(response)
asyncio.run(main())
* 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
About WooCommerce MCP Server
Connect your WooCommerce store to any AI agent and manage your open-source eCommerce infrastructure through natural conversation.
LlamaIndex agents combine WooCommerce tool responses with indexed documents for comprehensive, grounded answers. Connect 10 tools through Vinkius and query live data alongside vector stores and SQL databases in a single turn. ideal for hybrid search, data enrichment, and analytical workflows.
What you can do
- Inventory Discovery — List and browse your entire product catalog, including prices, SKUs, and stock levels with pagination support
- Order Management — Monitor sales by listing orders with status filtering (processing, completed, etc.) and retrieve full billing details
- Fulfillment Control — Update order statuses instantly to move items through your shipping and delivery pipelines
- Customer Insights — List registered store customers and retrieve deep profile details including total spend and order history
- Store Analytics — Retrieve summary sales reports for specific periods (week, month, year) to track business performance
- Promotion Auditing — List and browse active discount coupons to monitor promotional campaign performance
- Deep Metadata — Access technical product properties and categories to understand your store's taxonomy structure
The WooCommerce MCP Server exposes 10 tools through the Vinkius. Connect it to LlamaIndex in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
How to Connect WooCommerce to LlamaIndex via MCP
Follow these steps to integrate the WooCommerce MCP Server with LlamaIndex.
Install dependencies
Run pip install llama-index-tools-mcp llama-index-llms-openai
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Run the agent
Save to agent.py and run: python agent.py
Explore tools
The agent discovers 10 tools from WooCommerce
Why Use LlamaIndex with the WooCommerce MCP Server
LlamaIndex provides unique advantages when paired with WooCommerce through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine WooCommerce tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain WooCommerce tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query WooCommerce, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what WooCommerce tools were called, what data was returned, and how it influenced the final answer
WooCommerce + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the WooCommerce MCP Server delivers measurable value.
Hybrid search: combine WooCommerce real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query WooCommerce to augment indexed data with live information before generating user-facing responses
Knowledge base agents: build agents that maintain and update knowledge bases by periodically querying WooCommerce for fresh data
Analytical workflows: chain WooCommerce queries with LlamaIndex's data connectors to build multi-source analytical reports
WooCommerce MCP Tools for LlamaIndex (10)
These 10 tools become available when you connect WooCommerce to LlamaIndex via MCP:
get_customer_details
Retrieves details for a specific store customer
get_order_details
Retrieves details for a specific store order
get_product_details
Retrieves details for a specific WooCommerce product
get_sales_report
Period: week, month, last_month, year. Retrieves a summary sales report for a specific period
list_store_categories
Lists WooCommerce product categories
list_store_coupons
Lists all active discount coupons
list_store_customers
Lists WooCommerce customers with pagination
list_store_orders
Statuses: pending, processing, completed, cancelled, refunded. Lists WooCommerce orders with pagination and status filtering
list_store_products
Lists WooCommerce products with pagination
update_order_status
Statuses: pending, processing, on-hold, completed, cancelled, refunded, failed. Updates the status of an existing WooCommerce order
Example Prompts for WooCommerce in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with WooCommerce immediately.
"List all processing orders in my WooCommerce store."
"What is the current stock level for product ID '123'?"
"Give me a sales summary for this week."
Troubleshooting WooCommerce MCP Server with LlamaIndex
Common issues when connecting WooCommerce to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpWooCommerce + LlamaIndex FAQ
Common questions about integrating WooCommerce MCP Server with LlamaIndex.
How does LlamaIndex connect to MCP servers?
Can I combine MCP tools with vector stores?
Does LlamaIndex support async MCP calls?
Connect WooCommerce with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect WooCommerce to LlamaIndex
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.