Kelkoo MCP Server for OpenAI Agents SDK 8 tools — connect in under 2 minutes
The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Kelkoo 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="Kelkoo Assistant",
instructions=(
"You help users interact with Kelkoo. "
"You have access to 8 tools."
),
mcp_servers=[mcp_server],
)
result = await Runner.run(
agent, "List all available tools from Kelkoo"
)
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 Kelkoo MCP Server
Connect your Kelkoo Group publisher account to any AI agent to access millions of product offers and shopping data. This MCP server allows your agent to search for products, compare prices across merchants, and explore rich retail catalogs directly.
The OpenAI Agents SDK auto-discovers all 8 tools from Kelkoo through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Kelkoo, another analyzes results, and a third generates reports, all orchestrated through Vinkius.
What you can do
- Offer Discovery — Search for real-time product offers across 39 countries using keywords and categories
- Price Comparison — Retrieve detailed price and merchant information for millions of items
- Catalog Exploration — Navigate hierarchical category trees and list merchants by country
- Deal Hunting — Search for active discount coupons and promotional deals
- Market Insights — List supported countries and access performance reporting summaries
The Kelkoo MCP Server exposes 8 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 Kelkoo to OpenAI Agents SDK via MCP
Follow these steps to integrate the Kelkoo 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 8 tools from Kelkoo
Why Use OpenAI Agents SDK with the Kelkoo MCP Server
OpenAI Agents SDK provides unique advantages when paired with Kelkoo 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
Kelkoo + OpenAI Agents SDK Use Cases
Practical scenarios where OpenAI Agents SDK combined with the Kelkoo MCP Server delivers measurable value.
Automated workflows: build agents that query Kelkoo, process the data, and trigger follow-up actions autonomously
Multi-agent orchestration: create specialist agents. one queries Kelkoo, another analyzes results, a third generates reports
Data enrichment pipelines: stream data through Kelkoo tools and transform it with OpenAI models in a single async loop
Customer support bots: agents query Kelkoo to resolve tickets, look up records, and update statuses without human intervention
Kelkoo MCP Tools for OpenAI Agents SDK (8)
These 8 tools become available when you connect Kelkoo to OpenAI Agents SDK via MCP:
get_category_tree
Get the hierarchical category tree
get_offer_details
Get details for a specific offer
get_reporting_summary
Get publisher reporting summary
list_categories
List product categories for a country
list_countries
List all supported countries
list_merchants
List merchants for a country
search_coupons
Search for discount coupons
search_offers
Requires a country code (e.g., "us", "uk", "fr") and a search keyword. Search for product offers on Kelkoo
Example Prompts for Kelkoo in OpenAI Agents SDK
Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with Kelkoo immediately.
"Search for 'iPhone 15' offers in the UK on Kelkoo."
"List all shopping categories available in France."
"Find active coupons for the US market."
Troubleshooting Kelkoo MCP Server with OpenAI Agents SDK
Common issues when connecting Kelkoo to OpenAI Agents SDK through the Vinkius, and how to resolve them.
MCPServerStreamableHttp not found
pip install --upgrade openai-agentsAgent not calling tools
Kelkoo + OpenAI Agents SDK FAQ
Common questions about integrating Kelkoo 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 Kelkoo 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 Kelkoo to OpenAI Agents SDK
Get your token, paste the configuration, and start using 8 tools in under 2 minutes. No API key management needed.