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Connect SEO Content Brief Scorer to ChatGPT and Claude

Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Catch structural SEO errors before you start writing.

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

Your AI does the work. We keep it safe and sound.

No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.

Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

A futuristic MCP client docking bay
V8 Isolate01

Each Connector runs inside its own sealed environment.

Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.

Kill Switch02

One switch stops every agent. Instantly.

One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.

FinOps per User03

Spending limits that pause instead of surprise.

Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.

Three controls, built into the layer your AI connects through.

Curated set · 3 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through SEO Content Brief Scorer.

  1. 01

    Analyze keyword placement

    This capability checks if your target keywords are actually sitting in high-impact structural areas. It tells you if your most important terms are missing from the title or primary headings.

  2. 02

    Audit heading hierarchy

    This capability inspects your heading tags to ensure they follow a logical order. It flags errors like skipped heading levels or redundant text that breaks the structure.

  3. 03

    Calculate brief score

    This capability provides an overall SEO health score for your entire brief. It gives you a single metric and a list of prioritized changes to make the brief better.

Real work

What teams actually run

01

Pre-writing Validation

Run a brief through the MCP to ensure it's ready before a writer starts the first draft.

02

Quality Control

Use the scoring capability to grade multiple briefs from different freelancers for consistency.

03

Heading Structure Fixes

Identify if an outline has skipped heading levels like H1 to H3.

04

Keyword Coverage Audits

Verify that target terms are actually present in the H1 and H2 tags.

Automate a task

Put SEO Content Brief Scorer to work on one thing.

Step-by-step automations your AI runs through this Connector: the workflow, the prompts to start with, and the exact capabilities behind each move.

One connector, every AI

SEO Content Brief Scorer 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 SEO Content Brief Scorer 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

703ms average. Fast in production.

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

Daily averagePeak 880ms
Oct 3Today
Fastest day
581ms
Slowest day
880ms
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

Guided setup for Claude? Set up SEO Content Brief Scorer in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work SEO Content Brief Scorer owners hand off.

Content professionals who need to standardize their planning process. You can hand off raw outlines to your AI client to ensure they meet SEO requirements.

  • 01

    SEO Strategists

    They use it to validate that briefs sent to writers are technically sound.

  • 02

    Content Editors

    They use it to quickly audit incoming briefs before approving them.

  • 03

    Content Managers

    They use it to maintain quality control across large teams of writers.

FAQ

Questions SEO Content Brief Scorer owners ask.

  • 01

    What does this MCP actually audit?

    It audits content briefs for SEO health, specifically looking at keyword placement in headings and the logical order of heading tags.

  • 02

    Can I use this with Claude or Cursor?

    Yes, you can use this MCP with any MCP-compatible client including Claude, Cursor, and Windsurf.

  • 03

    How do I know if my keywords are well-placed?

    The analyze_keyword_placement capability checks if your target terms are integrated into high-impact structural zones like the title and H1/H2 headings.

  • 04

    What happens if my heading hierarchy is wrong?

    The audit_heading_hierarchy capability will detect if you have skipped levels, such as going from an H1 directly to an H3.

  • 05

    Does this replace an SEO capability?

    This MCP is specifically for auditing the structural health of content briefs before the writing process begins.

  • 06

    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.

  • 07

    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.

  • 08

    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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