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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Content Gap Identifier with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Identify missing keywords and topics by comparing your content against competitors using TF density analysis.

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 · 3 capabilities

The complete Content Gap Identifier capability set.

These are the exact actions your AI can choose when you ask it to work with Content Gap Identifier.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Content Gap Identifier.

  1. 01

    Extract text essence

    Identify the most significant keywords within a single piece of text

  2. 02

    Evaluate topic importance

    Determine how much more weight a specific topic carries in competitor content

  3. 03

    Identify content gaps

    Detect keywords and topics present in competitor content that are missing or weak in your own

Observed, not estimated

732ms average. Fast in production.

Content Gap Identifier is checked daily against the live service.

Daily averagePeak 918ms
Aug 20Today
Fastest day
524ms
Slowest day
918ms
14-day trend
Improving-28%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 3 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 Content Gap Identifier, so you can see the experience inside your AI.

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

Content Gap Identifier Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_ZweicKLtz1nCna08Je5NkvEYl5FDu8C0JiLM63JZ/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 — Content Gap Identifier capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "content-gap-identifier-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_ZweicKLtz1nCna08Je5NkvEYl5FDu8C0JiLM63JZ/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

FAQ

Questions Content Gap Identifier owners ask.

  • 01

    How does the capability identify a content gap?

    The capability performs a comparative density analysis. It calculates the relative frequency of words in both your text and the competitor's text. A 'gap' is identified when a word has high density in the competitor's content but low or zero density in yours.

  • 02

    What is the difference between missing keywords and underrepresented topics?

    Missing keywords are terms that appear in the competitor's text but are entirely absent from your content. Underrepresented topics are keywords that exist in both texts but have a significantly lower relative density in your version.

  • 03

    Can I evaluate the importance of a specific phrase?

    Yes, by using the evaluate_topic_importance capability, you can provide your text, the competitor's text, and a target topic to see the difference in density and determine the gap severity.

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