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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
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Use SEO Content Brief Scorer with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Audit content briefs for SEO health, keyword placement, and heading hierarchy.

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 SEO Content Brief Scorer capability set.

These are the exact actions your AI can choose when you ask it to work with SEO Content Brief Scorer.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through SEO Content Brief Scorer.

  1. 01

    Analyze keyword placement

    Determine how effectively target keywords are integrated into high-impact structural zones

  2. 02

    Audit heading hierarchy

    G., H2 to H4) and redundant heading text. Verify that the content structural outline follows a logical nesting order

  3. 03

    Calculate brief score

    Calculate the overall SEO health score for a content brief

Observed, not estimated

614ms average. Fast in production.

SEO Content Brief Scorer is checked daily against the live service.

Daily averagePeak 762ms
Aug 20Today
Fastest day
489ms
Slowest day
762ms
14-day trend
Slowing+13%

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 SEO Content Brief Scorer, so you can see the experience inside your AI.

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

SEO Content Brief Scorer Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_eI1khEd2GR9ic5TtXCaBILoRnREWRIzuELrPUONb/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 — SEO Content Brief Scorer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "seo-content-brief-scorer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_eI1khEd2GR9ic5TtXCaBILoRnREWRIzuELrPUONb/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 SEO Content Brief Scorer owners ask.

  • 01

    What does the SEO health score represent?

    The score (0-100) represents how well your brief follows SEO best practices, including title optimization, keyword presence in key headings, and proper heading hierarchy.

  • 02

    How can I improve my brief's score?

    Use the calculate_brief_score capability to receive a list of priorityAdjustments. Common fixes include adding missing keywords to H1/H2 tags or fixing broken heading sequences.

  • 03

    Does this capability check for keyword stuffing?

    The capability focuses on coverage and placement. It identifies if keywords are missing from critical zones like the title or H1/H2 headings using analyze_keyword_placement.

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