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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use AI Moat Analyzer with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Measure how long your AI advantage actually lasts.

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 AI Moat Analyzer capability set.

These are the exact actions your AI can choose when you ask it to work with AI Moat Analyzer.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through AI Moat Analyzer.

  1. 01

    Analyze market dynamics

    This capability evaluates how external market forces and different types of competitors impact your moat. It looks at how things like hyperscalers change the landscape.

  2. 02

    Calculate moat score

    This capability provides a primary quantitative score for an AI company's competitive position. It turns qualitative advantages into a measurable number.

  3. 03

    Estimate parity timeline

    This capability predicts the specific window of time you have before a competitor catches up to your technology. It helps you see how long your lead lasts.

  4. 04

    Evaluate open source risk

    This capability measures the threat of commoditization. It quantifies how much risk you face from open-source models becoming high-quality alternatives.

One connector, every AI

AI Moat Analyzer 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 AI Moat Analyzer 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

1005ms average. Fast in production.

AI Moat Analyzer is checked daily against the live service.

Daily averagePeak 1005ms
Sep 14Today
Fastest day
1005ms
Slowest day
1005ms
14-day trend
Stable0%

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 AI Moat Analyzer, so you can see the experience inside your AI.

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

AI Moat Analyzer Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_l5uo8XwGTIIVET5e4xRDViAygfhB6X2vanZcsjJG/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 — AI Moat Analyzer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "ai-moat-durability-analyzer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_l5uo8XwGTIIVET5e4xRDViAygfhB6X2vanZcsjJG/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? How to give Claude access to AI Moat Analyzer

See all the AI clients this connector works with ↑

Who it's for

Built for the work AI Moat Analyzer owners hand off.

This is built for professionals who need to move from intuition to data when discussing AI strategy.

  • 01

    Product Strategists

    They hand off market analysis tasks to the agent to validate product roadmaps.

  • 02

    Venture Capitalists

    They use the agent to quantify the defensibility of potential AI investments.

  • 03

    Business Intelligence Analysts

    They use the capability to model competitive threats and market shifts.

FAQ

Questions AI Moat Analyzer owners ask.

  • 01

    What is an AI moat durability score?

    It is a quantitative assessment of how long an AI-driven company can maintain its competitive edge based on technical and market barriers.

  • 02

    How does this MCP handle open-source threats?

    It uses a specific capability to quantify the risk of commoditization caused by high-quality open-source models.

  • 03

    Can I use this with Cursor or VS Code?

    Yes, this MCP works with any MCP-compatible client including Claude, Cursor, Windsurf, and VS Code.

  • 04

    What does the parity timeline tell me?

    It predicts the specific window of opportunity you have before a competitor's technology reaches the same level as yours.

  • 05

    Does this MCP require me to host anything?

    No, Vinkius hosts and manages the MCP for you. You just connect and use it.

  • 06

    What is the Moat Durability Score?

    It is a normalized index from 0 to 100 that represents the total strength and longevity of a company's competitive advantage in the AI market.

  • 07

    How does open-source software affect the score?

    High availability of open-source alternatives acts as a dampener, potentially lowering the durability score by reducing the difficulty for competitors to replicate capabilities.

  • 08

    Can I use this with Claude Desktop?

    Yes, this MCP server can be connected to Claude Desktop, Cursor, VS Code, Windsurf, and any other MCP-compatible client via Vinkius Edge.

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