Medusa (Headless E-commerce Engine) 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 Medusa (Headless E-commerce Engine) 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 Medusa (Headless E-commerce Engine). "
"You have 10 tools available."
),
)
response = await agent.run(
"What tools are available in Medusa (Headless E-commerce Engine)?"
)
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 Medusa (Headless E-commerce Engine) MCP Server
Connect your MedusaJS store to any AI agent and take full control of your enterprise-grade headless commerce operations, catalog management, and customer CRM through natural conversation.
LlamaIndex agents combine Medusa (Headless E-commerce Engine) 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
- Product Orchestration — List and retrieve detailed product metadata by ID, including pricing, SKU-level variants, and media galleries directly from your agent
- Order Monitoring — List recent commerce orders and retrieve full line-item details, shipping addresses, payment statuses, and fulfillment histories securely
- Payment Capture — Trigger manual capture actions for authorized orders to move funds from the customer vault into your store's processing pipeline in real-time
- Customer CRM — Manage your registered customer directory, retrieve detailed profiles, and audit internal flags or default shipping addresses natively
- Regional Auditing — List configured store regions to understand localized tax rates, currency logic, and enabled payment providers across different geographies
- Collection Management — Navigate product collections and taxonomies to verify store organization and group-based product distributions efficiently
- Store Configuration — Extract store-level metadata including base URLs and default region settings to ensure accurate cross-border commerce auditing
The Medusa (Headless E-commerce Engine) 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 Medusa (Headless E-commerce Engine) to LlamaIndex via MCP
Follow these steps to integrate the Medusa (Headless E-commerce Engine) 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 Medusa (Headless E-commerce Engine)
Why Use LlamaIndex with the Medusa (Headless E-commerce Engine) MCP Server
LlamaIndex provides unique advantages when paired with Medusa (Headless E-commerce Engine) through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Medusa (Headless E-commerce Engine) tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Medusa (Headless E-commerce Engine) tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Medusa (Headless E-commerce Engine), a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Medusa (Headless E-commerce Engine) tools were called, what data was returned, and how it influenced the final answer
Medusa (Headless E-commerce Engine) + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Medusa (Headless E-commerce Engine) MCP Server delivers measurable value.
Hybrid search: combine Medusa (Headless E-commerce Engine) real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Medusa (Headless E-commerce Engine) 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 Medusa (Headless E-commerce Engine) for fresh data
Analytical workflows: chain Medusa (Headless E-commerce Engine) queries with LlamaIndex's data connectors to build multi-source analytical reports
Medusa (Headless E-commerce Engine) MCP Tools for LlamaIndex (10)
These 10 tools become available when you connect Medusa (Headless E-commerce Engine) to LlamaIndex via MCP:
capture_payment
Capture payment for a Medusa order
get_customer
Get Medusa customer explicitly by ID
get_order
Get Medusa order by ID. Returns line items, billing/shipping addresses, payment status, fulfillment status
get_product
Get Medusa product by ID. Returns full details: variants, options, prices
get_store_config
Get Medusa store configuration (supported currencies, default region)
list_collections
List Medusa product collections
list_customers
List Medusa CRM customers
list_orders
List Medusa orders
list_products
List Medusa products. Medusa is a headless open-source commerce engine
list_regions
List Medusa regions (currency, tax rates, payment providers)
Example Prompts for Medusa (Headless E-commerce Engine) in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with Medusa (Headless E-commerce Engine) immediately.
"List all products in my Medusa store"
"Show me the last 5 orders placed today"
"Capture the payment for order ID 'order-987'"
Troubleshooting Medusa (Headless E-commerce Engine) MCP Server with LlamaIndex
Common issues when connecting Medusa (Headless E-commerce Engine) to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpMedusa (Headless E-commerce Engine) + LlamaIndex FAQ
Common questions about integrating Medusa (Headless E-commerce Engine) 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 Medusa (Headless E-commerce Engine) 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 Medusa (Headless E-commerce Engine) to LlamaIndex
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.