Mirakl (Enterprise Marketplace Platform) MCP Server for OpenAI Agents SDK 10 tools — connect in under 2 minutes
The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Mirakl (Enterprise Marketplace Platform) through Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails. no manual schema definitions required.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerStreamableHttp
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
async with MCPServerStreamableHttp(
url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
) as mcp_server:
agent = Agent(
name="Mirakl (Enterprise Marketplace Platform) Assistant",
instructions=(
"You help users interact with Mirakl (Enterprise Marketplace Platform). "
"You have access to 10 tools."
),
mcp_servers=[mcp_server],
)
result = await Runner.run(
agent, "List all available tools from Mirakl (Enterprise Marketplace Platform)"
)
print(result.final_output)
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 Mirakl (Enterprise Marketplace Platform) MCP Server
Connect your Mirakl instance to any AI agent and take full control of your enterprise marketplace operations, seller network, and global offer management through natural conversation.
The OpenAI Agents SDK auto-discovers all 10 tools from Mirakl (Enterprise Marketplace Platform) through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Mirakl (Enterprise Marketplace Platform), another analyzes results, and a third generates reports, all orchestrated through Vinkius.
What you can do
- Offer Orchestration — List and retrieve detailed marketplace offers from multiple sellers, including inventory availability and specific pricing constraints directly from your agent
- Order Monitoring — Track multi-vendor checkout transactions and retrieve full line-item details, payment statuses, and fulfillment histories securely
- Seller Management — Enumerate third-party shops (sellers) active on your platform and retrieve detailed compliance profiles and operational configurations natively
- Catalog & Category Audit — Explore the broad platform product catalog and navigate hierarchical category trees to understand your marketplace's structural taxonomy
- Financial Visibility — List and audit structural accounting invoices and settlements triggered against seller shops to manage your marketplace's financial boundaries
- Communication Stream — Retrieve threaded messages between buyers, sellers, and operators to monitor support logs and platform interactions efficiently
- Metadata Inspection — Deep-dive into specific Offer or Order IDs to retrieve precise JSON representations and chronological transaction insights instantly
The Mirakl (Enterprise Marketplace Platform) MCP Server exposes 10 tools through the Vinkius. Connect it to OpenAI Agents SDK 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 Mirakl (Enterprise Marketplace Platform) to OpenAI Agents SDK via MCP
Follow these steps to integrate the Mirakl (Enterprise Marketplace Platform) MCP Server with OpenAI Agents SDK.
Install the SDK
Run pip install openai-agents in your Python environment
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com
Run the script
Save the code above and run it: python agent.py
Explore tools
The agent will automatically discover 10 tools from Mirakl (Enterprise Marketplace Platform)
Why Use OpenAI Agents SDK with the Mirakl (Enterprise Marketplace Platform) MCP Server
OpenAI Agents SDK provides unique advantages when paired with Mirakl (Enterprise Marketplace Platform) through the Model Context Protocol.
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
First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output
Mirakl (Enterprise Marketplace Platform) + OpenAI Agents SDK Use Cases
Practical scenarios where OpenAI Agents SDK combined with the Mirakl (Enterprise Marketplace Platform) MCP Server delivers measurable value.
Automated workflows: build agents that query Mirakl (Enterprise Marketplace Platform), process the data, and trigger follow-up actions autonomously
Multi-agent orchestration: create specialist agents. one queries Mirakl (Enterprise Marketplace Platform), another analyzes results, a third generates reports
Data enrichment pipelines: stream data through Mirakl (Enterprise Marketplace Platform) tools and transform it with OpenAI models in a single async loop
Customer support bots: agents query Mirakl (Enterprise Marketplace Platform) to resolve tickets, look up records, and update statuses without human intervention
Mirakl (Enterprise Marketplace Platform) MCP Tools for OpenAI Agents SDK (10)
These 10 tools become available when you connect Mirakl (Enterprise Marketplace Platform) to OpenAI Agents SDK via MCP:
get_offer
Get an explicit Mirakl offer entity mapping seller limits
get_order
Get deep details tracing a specific Marketplace Order transaction
get_shop
Get deep configurations tracking an explicit Mirakl Seller Shop
list_categories
g. Electronics -> Computers). List static structural Mirakl marketplace Category Trees
list_invoices
List explicit Mirakl structural accounting invoices
list_messages
List internal Marketplace communication messages
list_offers
Represents the exact live inventory binding a specific product to a specific explicit price from a Shop. List global Marketplace offers created by multiple sellers
list_orders
List Mirakl marketplace multi-vendor checkout orders
list_products
List broad Platform Product Catalog nodes
list_shops
List third-party Seller accounts (Shops) operating
Example Prompts for Mirakl (Enterprise Marketplace Platform) in OpenAI Agents SDK
Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with Mirakl (Enterprise Marketplace Platform) immediately.
"List all active seller shops in my Mirakl marketplace"
"Show me the last 5 invoices generated for seller shops"
"Search for messages related to order ID 'order-987'"
Troubleshooting Mirakl (Enterprise Marketplace Platform) MCP Server with OpenAI Agents SDK
Common issues when connecting Mirakl (Enterprise Marketplace Platform) to OpenAI Agents SDK through the Vinkius, and how to resolve them.
MCPServerStreamableHttp not found
pip install --upgrade openai-agentsAgent not calling tools
Mirakl (Enterprise Marketplace Platform) + OpenAI Agents SDK FAQ
Common questions about integrating Mirakl (Enterprise Marketplace Platform) MCP Server with OpenAI Agents SDK.
How does the OpenAI Agents SDK connect to MCP?
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?
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?
Connect Mirakl (Enterprise Marketplace Platform) 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 Mirakl (Enterprise Marketplace Platform) to OpenAI Agents SDK
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.