# Station F Global Prover MCP for AI Agents AI Agent Connect > Station F Global Prover is a strategy stress-test tool that forces founders to ditch local-first thinking in favor of continental scale. It audits expansion plans against five core pillars: global reach, regulatory moats, capital efficiency, ecosystem density, and ambition. Use it to see if your business model is built to scale across 450 million consumers or just one city. ## Overview - **Category:** business - **Price:** Free - **Endpoint:** https://edge.vinkius.com/vk_preview_JMy2xqigQMYI81CF76VKrOerss1cRni2K8IX2z1h/ai-agent-connect - **Tags:** station-f, europe, global-startup, xavier-niel, gdpr, capital-efficiency, continental ## Description This Connector changes how you pressure-test your business growth. Instead of just guessing if a strategy will work, you can have your agent run your expansion plans through a rigorous framework based on the Station F philosophy. It's designed to catch the common mistakes that kill European startups, like treating GDPR as a chore instead of a competitive advantage or burning cash like an American unicorn while ignoring European capital discipline. When you connect this to your workflow via the Vinkius catalog, you get a blunt reality check on your unit economics, your distribution networks, and your actual market reach. It forces you to prove that your product works in 27 countries, not just one. It's about moving from provincial success to continental scale by identifying where you're operating in a vacuum and where you can leverage existing programs or regulations to build a moat. It turns a vague desire to grow into a concrete audit of revenue per euro raised and cross-border reach. ## Tools ### validate_stationf_global Run a full audit on a business expansion strategy to see if it meets the five Station F axes for continental scale. This identifies specific gaps in your global reach and capital efficiency. ## Prompt Examples **Prompt:** ``` I want to expand my French skincare brand to the rest of Europe. Here is my plan: hire 5 sales reps in Germany and Italy, and spend 200k on local ads. ``` **Response:** ``` ### Strategy Audit: Provincial Thinking Detected Your current plan shows significant **Ambition Deficit**. Here is the breakdown: | Axis | Status | Feedback | |---|---|---| | **Global** | ❌ Local | You are targeting 2 countries. The EU single market has 450M consumers. | | **Capital** | ⚠️ Inefficient | Hiring 5 reps before establishing distribution networks is high-burn. | | **Regulation** | ✅ Moat | You aren't mentioning how your GDPR compliance acts as a barrier to non-EU rivals. | **Action Items:** * **Pivot to Ecosystem Density:** Partner with existing EU distributors instead of hiring individual reps. * **Scale Ambition:** Target 3+ countries simultaneously using a shared distribution hub. ``` **Prompt:** ``` We are a B2B SaaS for logistics. We want to be capital efficient. We have a 1.2x revenue per euro raised. Is this good? ``` **Response:** ``` ### Capital Efficiency Audit **Status: ❌ Below Threshold** To meet the Station F standards for continental scale, you need to hit a **>1.5x revenue per euro raised**. **Why it matters:** * **Burn Multiple:** At 1.2x, you are burning too much to acquire your next unit of growth. * **Recommendation:** Audit your physical infrastructure. Are you building from scratch? Look to repurpose or lease existing logistics hubs to lower your overhead. ``` **Prompt:** ``` Our competitors are all US-based. How can we use our EU presence as a win? ``` **Response:** ``` ### Regulatory Moat Analysis Don't view GDPR and REACH as hurdles. Use them as your **Competitive Moat**. * **The Barrier:** US competitors face massive compliance costs to enter your market. * **Your Advantage:** Since you are already compliant, every regulation you follow is a wall your competitor must climb. * **Strategy:** Market your 'EU-Native Compliance' as a security feature for your clients. It makes you the safer, more disciplined choice. ``` ## Capabilities ### Validate global market reach The agent checks if your plan targets 450 million consumers or just a single local city. ### Audit regulatory compliance as a moat It identifies how GDPR and CE marking can block undisciplined competitors from entering your market. ### Stress-test capital burn multiples The tool audits your spending to ensure you're operating with European capital discipline. ### Assess ecosystem partnership density It finds gaps where you should be leveraging distribution networks or mentor programs instead of operating alone. ### Evaluate continental ambition levels The agent flags provincial strategies that fail to account for cross-border unit economics. ## Use Cases ### The Local Trap A founder wants to sell olive oil in Greece. The agent uses validate_stationf_global to show they're missing 99% of the EU market and suggests export infrastructure. ### The Regulation Fear A textile maker thinks VAT is too hard. The agent identifies the EU VAT One-Stop-Shop as a way to scale to 27 countries instantly. ### The Burner Problem A startup wants to spend €2M on showrooms. The agent flags the low ROI per euro and suggests a digital-first distribution model. ### The Solo Founder A furniture maker is shipping from one country. The agent suggests leveraging a distributor's logistics network to triple margins. ## Benefits - Stop wasting capital on local marketing by using validate_stationf_global to find 450 million consumer markets. - Turn GDPR and CE marking from costs into moats by identifying how they block undisciplined competitors. - Improve your ROI per euro raised by auditing burn multiples against European capital discipline standards. - Stop operating in a vacuum by identifying where you can plug into distribution networks and mentor programs. - Move from provincial growth to continental scale by proving your product works in 27 countries, not just one. ## How It Works The bottom line is you get an immediate, objective audit of whether your startup is actually built to scale or if it's destined to stay small. 1. Input your current expansion plan, market entry strategy, or growth evaluation into your agent. 2. The agent runs your data through the five Station F axes to find gaps in ambition and efficiency. 3. You get a structured reflection identifying exactly where your strategy is local, fearful, or provincial. ## Frequently Asked Questions **How does the Station F Global Prover help my startup expansion?** It acts as a stress-test for your growth plan. It identifies where your strategy is too small or too expensive, helping you build a plan that can actually scale across the entire European market. **Can I use Station F Global Prover to check my capital efficiency?** Yes. It specifically audits your burn multiples and revenue per euro raised to ensure you are following disciplined capital models rather than just burning cash. **Will this tool help me understand EU regulations better?** It helps you see regulations as a competitive advantage. It shows you how to use things like GDPR as a moat to keep out competitors who aren't as well-regulated. **Is Station F Global Prover for small local businesses?** It is designed for businesses with continental ambition. If your goal is to reach 450 million consumers across the EU, this tool is built for that specific scale. **How does this help with investor pitches?** It gives you objective data to prove your ambition. Instead of just saying you want to grow, you can show an audited plan that meets global reach and capital efficiency standards. **What is 'Ecosystem Density' in this tool?** It checks if you are operating alone or leveraging partners. The tool looks for connections to distribution networks, mentor programs, and co-development deals. **Why global from day one?** Station F houses 50+ nationalities for a reason. The EU single market has 450 million consumers. Spotify did not start with Stockholm — it launched across Europe. If you build for one country, you compete with local players. If you build for Europe, you compete with nobody. **How is GDPR a moat?** GDPR compliance takes 12-18 months and costs hundreds of thousands. If you are already compliant, every new entrant faces that barrier. US companies selling to EU enterprises need GDPR compliance — and they buy from EU-compliant startups. The regulation protects you. **Why capital efficiency over fundraising?** Xavier Niel self-funded Free.fr and disrupted French telecom. European startups raise half of US startups. That is not a disadvantage — it forces discipline. Revenue per euro raised. Months of runway. Burn multiple. Be twice as efficient, not twice as funded.