How to Connect an AI Agent to Pappers (Complete 2026 Guide)

Since Pappers launched its MCP, it’s now possible to connect an AI agent directly to the French company database. No more switching tabs, copy-pasting SIREN numbers, or manually structuring your research. You ask a question in natural language, and the agent fetches the information from Pappers, structures it, and delivers it back.

In this guide, you’ll learn exactly how to connect an AI agent to Pappers — in under 10 minutes, with zero technical skills.

#What Is Pappers and Its MCP?

Pappers is the go-to French resource for company data. SIREN, legal form, directors, financial statements, filed documents, insolvency proceedings… everything is available, free and in real-time, from official sources (INSEE, INPI, BODACC).

The MCP (Model Context Protocol) is an open standard that lets an AI agent connect to external tools and use their data directly from a conversation. It’s the technical bridge between your AI and the Pappers database.

The result: your AI agent can query Pappers exactly like a junior analyst would — following your instructions, in natural language.

#Why Connect an AI Agent to Pappers?

The benefits are immediate for several roles:

For sales and BizDev teams: prepare a meeting, qualify a prospect, identify the directors of a target company — in seconds, without switching tabs.

For recruiters: verify a company’s financial health before placing a candidate, or understand a company’s context in two lines.

For lawyers and accountants: access financial statements, filed documents, and articles of association without using Pappers’ manual interface.

For investors and M&A teams: scan entire sectors based on precise financial criteria (revenue, growth, operating income).

In all cases, the agent eliminates research and structuring work — and delivers the information you need directly.

#Prerequisites

• A Pappers account with API access (create one at pappers.fr — professional email required, no Gmail)
• An AI agent deployment platform with MCP support (we use Tasmela in this guide)
• 10 minutes

#Step 1 — Create Your Pappers Account and Get Your API Key

#Create the account

1. Go to pappers.fr
2. Click “Connexion” then “Créer un compte”
3. Use a professional email address (your company domain — Gmail addresses don’t work)
4. Confirm your registration via the email link

#Get your API key

1. Log in to pappers.fr
2. Click your name in the top left → “Mon compte”
3. In the menu, click “Mon API”
4. Your API key appears — a long string of letters and numbers. Copy it and keep it confidential.

This key is unique and personal. Copy it — you’ll paste it directly into Tasmela in the next step. Nothing else to do.

#Step 2 — Deploy Your Agent on Tasmela

Tasmela is an AI agent deployment platform built on OpenClaw technology. It lets you create an agent connected to your tools (Pappers, LinkedIn, Gmail, Slack…) without code, from a chat interface.

1. Go to tasmela.com and create your account
2. Once logged in, you’ll access the chat interface with your agent

Already have a Tasmela account? Check out our LinkedIn integration guide to connect other tools.

#Step 3 — Connect Pappers to Your Agent

1. In the left sidebar, click “Integrations”
2. You’ll see the list of available services — click “Pappers”
3. The panel opens on the right — click “Connect”
4. Paste your Pappers API key in the “Your Pappers API Key” field — Tasmela automatically builds the MCP URL, nothing else to do
5. Confirm. Connection established.

That’s it. Your agent now has access to the entire Pappers database.

#Step 4 — Test the Connection

Open a new conversation in the Tasmela chat and ask these questions to verify everything works:

Via Pappers, give me the full company profile of LVMH.

You should receive the SIREN, headquarters, directors, and legal form.

Via Pappers, who are the current directors of BNP Paribas?

The agent lists the legal representatives and their roles.

Via Pappers, what is Carrefour’s latest revenue?

The agent returns the financial data from the latest filed statements.

Important tip: always mention “via Pappers” or “using Pappers” in your questions to activate the connector. You can also configure the agent’s system prompt to prioritize Pappers without specifying it each time.

#Ready-to-Use Prompt Examples

#Due diligence before a sales meeting

Via Pappers, prepare a complete due diligence report on [Company Name]. I need: legal status, current directors, latest financial statements, and any notable incidents.

#Quick prospect qualification

Via Pappers, give me a summary sheet on [Company Name]: size, revenue, main director, and assess their financial health in 3 lines.

#M&A / investment target identification

Via Pappers, identify companies in the [sector] industry with revenue above [X]€ and at least 20% growth over the last 3 fiscal years.

#Comparative analysis

Via Pappers, compare the financial health of [Company A] and [Company B] over 3 years and tell me which presents less risk.

#Prospecting: finding director contacts

Via Pappers, find companies similar to [Reference Company] in the [sector] industry and provide me with the names and contact details of their directors.

#Compliance and onboarding

Via Pappers, verify [Company Name], flag any inconsistencies, and give me an opinion on establishing a business relationship.

#Best Use Cases by Role

#Frequently Asked Questions

#The agent isn’t using Pappers — what should I do?

Make sure you mention “via Pappers” in your question. You can also configure the agent’s system prompt on Tasmela to force priority use of the Pappers MCP.

#My API key isn’t accepted?

Make sure you copied it without extra spaces or characters. You can find it in Mon compte → Mon API on pappers.fr.

#Do I need a paid Pappers subscription?

A free account with API access is enough to get started. Pappers offers pay-as-you-go credits or monthly subscriptions based on your query volume. Track your usage at moncompte.pappers.fr/credits.

#Can I connect Pappers to other AIs besides Tasmela?

Yes — Pappers MCP is compatible with Claude, ChatGPT (paid plan required), Mistral’s Le Chat (even free), HuggingChat, and Perplexity. This guide uses Tasmela because it’s the simplest solution for non-technical users.

#Summary: 4 Steps to Connect an AI Agent to Pappers

#Conclusion

Connecting an AI agent to Pappers transforms a database you used to browse manually into a real assistant that can analyze, compare, and synthesize on your behalf. Setup takes under 10 minutes, and the impact on your daily workflow is immediate.

Whether you’re in sales, recruiting, law, or investment, using Pappers through an AI agent saves you time on low-value tasks — so you can focus on what matters.

Try Tasmela →

This guide is part of a series on AI automation for professionals. Find all our articles on the Tasmela blog.