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Connect Content Length Scorer to ChatGPT, Claude and Gemini

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. Hit the exact word counts your content needs.

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 Content Length Scorer.

  1. 01

    List supported intents

    This capability provides a full list of all content categories the scorer can analyze.

  2. 02

    Get type thresholds

    This capability retrieves the specific minimum and maximum word count targets for a chosen content type.

  3. 03

    Analyze content compliance

    This capability evaluates if a specific piece of text meets the length requirements for its intended purpose.

Real work

What teams actually run

01

Blog Post Optimization

Check if a long-form article meets the minimum length requirements for a pillar post.

02

Micro-copy Verification

Ensure short UI text or social snippets stay within the optimal word count.

03

Landing Page Audits

Verify that landing page descriptions fall within the target range for conversion.

04

SEO Content Planning

Use the thresholds to set length expectations before writing begins.

Automate a task

Put Content Length 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

Content Length 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 Content Length 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.

Content Length Scorer is checked daily against the live service.

Daily averagePeak 954ms
Oct 3Today
Fastest day
547ms
Slowest day
954ms
14-day trend
Slowing+8%

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 Length Scorer, so you can see the experience inside your AI.

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

Content Length Scorer Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_QVslDpDcBHqKKjU8huyB8sZdkPc0XRbAFs0TmiZh/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 Length Scorer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "content-length-scorer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_QVslDpDcBHqKKjU8huyB8sZdkPc0XRbAFs0TmiZh/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 Content Length Scorer in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Content Length Scorer owners hand off.

This MCP is built for professionals who need to hit specific structural targets for SEO and marketing copy.

  • 01

    Copywriters

    They hand off drafts to their AI to ensure they meet length requirements for specific platforms.

  • 02

    SEO Specialists

    They use the capability to verify that content meets the length standards required for ranking.

  • 03

    Content Strategists

    They check that various content types, from micro-copy to pillar posts, follow established length guidelines.

FAQ

Questions Content Length Scorer owners ask.

  • 01

    How does the MCP determine if text is too long?

    The capability compares the word count of your text against the specific maximum threshold for the chosen content type.

  • 02

    What content types can I analyze?

    You can see a full list of all available content categories by using the list_supported_intents capability.

  • 03

    Which AI clients can use this MCP?

    You can connect this MCP to any compatible client, including Claude, Cursor, Windsurf, and VS Code.

  • 04

    Can I see the exact word count ranges?

    Yes, you can use the get_type_thresholds capability to see the minimum and maximum word count targets for any category.

  • 05

    Do I need to host the MCP myself?

    No, Vinkius hosts and manages the MCP for you, so it is ready to use once you connect it.

  • 06

    How does the compliance check work?

    The analyze_content_compliance capability counts every individual word in your provided text and compares that total against predefined minimum and maximum thresholds for the chosen content type.

  • 07

    What are the supported content types?

    You can analyze four main categories: micro for short snippets, standard for descriptions, extended for landing pages, and pillar for long-form guides. Use list_supported_intents to see the full registry.

  • 08

    Can I see the specific word count targets?

    Yes, use the get_type_thresholds capability by providing a content type to retrieve the exact minimum and maximum word count boundaries for that category.

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