How to Use the Pappers MCP in OpenAI Agents SDK

Query French corporate records directly inside your OpenAI Agents SDK production pipeline for instant, verified due diligence.

See Vinkius in Action

Works with every AI agent you already use

…and any MCP-compatible client

MCP Servers — Included with Plan

Connect Pappers MCP to OpenAI Agents SDK

Create your Vinkius account to connect Pappers to OpenAI Agents SDK — we handle the hosting, security, and runtime updates so you don't have to. No server setup required.

GDPR Included with Plan

Setup Pappers with OpenAI Agents SDK

Ask AI about this MCP

ChatGPT

Claude

Perplexity Vinkius runs on Gemini

Gemini

Grok

Automated due diligence with OpenAI Agents SDK

Run `search_french_companies` and `get_french_company_details` to pull registration data without leaving your agent environment. Your agents handle the heavy lifting of parsing corporate structures while you keep the logic inside your Python codebase. This MCP server provides the raw data your agent needs to trigger internal safety guardrails. By calling `search_ultimate_beneficial_owners`, you verify identities against official records before your agent moves to the next step in the workflow.

Financial analysis for your agent system

Feed company financial health directly into your agent's context using `get_company_financials`. It gives you the numbers to decide if a prospect meets your internal risk thresholds. Since the OpenAI Agents SDK auto-discovers these tools, you can swap between them in code without manual middleware. You get a clear trace of every document lookup or financial query performed during the agent execution.

Real-time legal document retrieval

Fetch official Articles of Association using `get_company_document` when your agent requires proof of incorporation. It stops the guessing game and gives you the actual files from the registry. Use `check_api_health` to verify connectivity before running batch jobs. If the service is down, your agent fails fast—preventing silent errors in your document processing pipeline.

Setup guide

Set up Pappers MCP in OpenAI Agents SDK

Prerequisites

Python 3.10+ installed
openai-agents package (pip install openai-agents)
Active Vinkius subscription with a valid endpoint token

1

Install the SDK

Run pip install openai-agents to install the OpenAI Agents SDK. The MCP integration is built-in — no extra dependencies needed.
2

Connect via SSE transport

Use MCPServerSse with your Vinkius endpoint URL. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com. The SDK auto-discovers all Pappers tools at runtime.
3

Create your Agent

Pass the MCP to Agent(mcp_servers=[server]). The agent receives Pappers tools as native definitions — JSON schemas resolve automatically.
4

Run the agent

Call Runner.run(agent, prompt) to execute. The agent invokes the appropriate Pappers tools and returns structured results. Copy the full example on the right to get started.

agent.py

import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerSse

async def main():
    async with MCPServerSse(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    ) as server:
        agent = Agent(
            name="Pappers Agent",
            instructions="You have access to Pappers tools.",
            mcp_servers=[server],
        )
        result = await Runner.run(agent, "List recent transactions")
        print(result.final_output)

asyncio.run(main())

Get your connection token →

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Pappers. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

Why Choose Vinkius

Vinkius connects your tools to AI with real-time monitoring and automatic cost savings — all from one dashboard.

Connect Pappers now

Real-time monitoring

Live

visibility into every interaction

Connect your favorite tools to your AI and see exactly what's happening — every request, every response, in real time.

Built-in savings

60%

lower AI costs

Vinkius compresses data between your apps and your AI automatically. Lower bills every month — no configuration required.

Single dashboard

One

place for every integration

Every tool your AI connects to, managed from a single screen. One account, complete control.

Common questions about Pappers MCP in OpenAI Agents SDK

You instantiate the server via HTTP and pass it to your agent constructor. The tools appear as native functions ready for your agents to invoke.

Yes. The server exposes financial filings that your agents can ingest and evaluate against your specific business criteria.

The server connects via a single endpoint token. You control the scope of the tools exposed to your agent, ensuring it only accesses the registries you authorize.

The server provides raw registry data. Your agent logic should handle the validation based on the specific corporate records you are inspecting.

It acts as a pass-through to official registries. Your sensitive company search queries are ephemeral and never stored by the server itself.

Use it with your favorite AI tools

Connect this server to Cursor, Claude, VS Code, and more.

OpenAI Agents SDK sdk-python

Google ADK sdk-python