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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use European Competition Density with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Analyze European market concentration, competitive intensity, and white space opportunities.

Included with plan

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

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Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Complete set · 4 capabilities

The complete European Competition Density capability set.

These are the exact actions your AI can choose when you ask it to work with European Competition Density.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through European Competition Density.

  1. 01

    Analyze market concentration

    Determines the level of market concentration using the HHI model

  2. 02

    Identify white space

    Pinpoints untapped market segments or regions with low competitive pressure

  3. 03

    Calculate competitive intensity

    Assesses the total pressure in a market by combining share distribution with external actors

  4. 04

    Evaluate cross border risk

    Predicts how competition in one country might impact the competitive landscape of neighboring countries

One connector, every AI

European Competition Density works with the most popular AI clients.

These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.

ClaudeClaudeChatGPTChatGPTGeminiGeminiPerplexityPerplexityGrokGrokMicrosoft CopilotMicrosoft CopilotCursorCursorVS CodeVS CodeWindsurfWindsurfJetBrainsJetBrainsClineClineLangChainLangChainVercel AI SDKVercel AI SDKLovableLovableZ.aiZ.aiRaycastRaycastQwen CodeQwen CodeKimi CodeKimi CodeLe ChatLe Chat

Building your own app? The connector is yours to use.

You don't need a client to put European Competition Density to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.

Observed, not estimated

936ms average. Fast in production.

European Competition Density is checked daily against the live service.

Daily averagePeak 985ms
Sep 4Today
Fastest day
861ms
Slowest day
985ms
14-day trend
Improving-5%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 4 capabilities arrive ready to run.

Preview access · not provider authentication

The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of European Competition Density, so you can see the experience inside your AI.

It does not authenticate your account with European Competition Density. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

European Competition Density Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_OqJekIiJ6pcaCVTpIgdMLUBrarAOVbdGff7mGLDC/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — European Competition Density capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "european-competition-density-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_OqJekIiJ6pcaCVTpIgdMLUBrarAOVbdGff7mGLDC/mcp"
    }
  }
}
  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Step-by-step instructions for each client are in the guide. How to connect

Guided setup for Claude? link.label

See all the AI clients this connector works with ↑

FAQ

Questions European Competition Density owners ask.

  • 01

    What is the HHI model used in this server?

    The Herfindahl-Hirschman Index (HHI) is a measure of market concentration calculated by summing the squares of the market shares of all competitors.

  • 02

    How does the server identify white space opportunities?

    It uses identify_white_space to find markets where both market concentration (HHI) and competitive intensity are low, indicating potential for new entry.

  • 03

    Can I analyze cross-border competition?

    Yes, the evaluate_cross_border_risk capability predicts how competition in one country might impact neighboring markets.

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