Content Length Scorer Connector for AI agents.
3 live capabilities
Audit your copywriting against industry-standard word count benchmarks.
Waiting for input…
Why people use Content Length Scorer
Content Length Scorer for SEO Content Auditing
This Connector changes that by automating the check. You can feed your draft to your agent and get an immediate status. It tells you if you're Below, Optimal, or Excessive based on the category you've chosen. You get a clear green light to publish or a specific signal that you need to trim the fat.
What Vinkius changes
That you get instant, objective feedback on whether your copy fits the intended format.
Use it from Claude, ChatGPT, Cursor or another AI client you already have.
One account · 5,900+ Connectors
- Real-world use case 01
Fitting micro-copy into UI buttons
A UX writer wants to make sure a button label isn't too long.
- Real-world use case 02
Checking blog post depth for SEO
An SEO lead wants to check if a new blog post is deep enough for a pillar page.
- Real-world use case 03
Auditing landing page descriptions
A copywriter needs to see if a landing page description hits the optimal range.
Complete set · 3capabilities
The complete Content Length Scorer capability set.
These are the exact actions your AI can choose when you ask it to work with Content Length Scorer.
01—03
3 capabilities in this set.
Part of 3 available through Content Length Scorer.
- 01 Capability
List supported intents
Provides a full list of content categories that the scorer can analyze. It helps you see what types of content you can check.
- 02 Capability
Analyze content compliance
Checks if your text meets the specific word count requirements for its intended purpose. It gives you a clear status on your draft's length.
- 03 Capability
Get type thresholds
Retrieves the minimum and maximum word count targets for any given content type. Use this to see the exact benchmarks.
Set up in minutes
One URL. Then ask Content Length Scorer to work.
Claude and ChatGPT only need the Connector URL. Copy it once, add it in settings, and use Content Length Scorer from the conversation.
Choose your client
Live previewAdvanced clients IDE · CLI
Claude · Web + desktop
Connector URL · ready to paste
Streamable HTTPhttps://edge.vinkius.com/vk_preview_QVslDpDcBHqKKjU8huyB8sZdkPc0XRbAFs0TmiZh/mcp - Step 01
Open Connectors
In Claude Web or Claude Desktop, open Settings and choose Connectors.
- Step 02
Add the URL
Choose Add custom connector, name it Content Length Scorer, and paste the URL above.
- Step 03
Turn it on in chat
Select +, open Connectors, and enable Content Length Scorer for the conversation.
ChatGPT · Web + desktop
Connector URL · ready to paste
Streamable HTTPhttps://edge.vinkius.com/vk_preview_QVslDpDcBHqKKjU8huyB8sZdkPc0XRbAFs0TmiZh/mcp - Step 01
Open MCP settings
On desktop, open Settings and MCP servers. On web, open your workspace app or connector settings.
- Step 02
Add the URL
Choose Add server with Streamable HTTP, or create a custom MCP app, then paste the Content Length Scorer URL.
- Step 03
Save and start
Save the connection and enable Content Length Scorer in your conversation. Desktop may ask you to restart once.
Cursor · IDE configuration
Advanced setup
{
"mcpServers": {
"content-length-scorer": {
"url": "https://edge.vinkius.com/vk_preview_QVslDpDcBHqKKjU8huyB8sZdkPc0XRbAFs0TmiZh/mcp"
}
}
}- Step 01
Open MCP Settings
Press Cmd+Shift+P (macOS) or Ctrl+Shift+P (Windows/Linux) → search "MCP Settings"
- Step 02
Add the server config
Paste the JSON configuration above into the mcp.json file that opens
- Step 03
Save the file
Cursor will automatically detect the new Connector
- Step 04
Start using Content Length Scorer
Open Agent mode in chat and ask: "Using Content Length Scorer, help me...". 3 tools available
VS Code Copilot · IDE configuration
Advanced setup
{
"mcpServers": {
"content-length-scorer": {
"url": "https://edge.vinkius.com/vk_preview_QVslDpDcBHqKKjU8huyB8sZdkPc0XRbAFs0TmiZh/mcp"
}
}
}- Step 01
Create MCP config
Create a .vscode/mcp.json file in your project root
- Step 02
Add the server config
Paste the JSON configuration above
- Step 03
Enable Agent mode
Open GitHub Copilot Chat and switch to Agent mode using the dropdown
- Step 04
Start using Content Length Scorer
Ask Copilot: "Using Content Length Scorer, help me...". 3 tools available
Windsurf · IDE configuration
Advanced setup
{
"mcpServers": {
"content-length-scorer": {
"url": "https://edge.vinkius.com/vk_preview_QVslDpDcBHqKKjU8huyB8sZdkPc0XRbAFs0TmiZh/mcp"
}
}
}- Step 01
Open MCP Settings
Go to Settings → MCP Configuration or press Cmd+Shift+P and search "MCP"
- Step 02
Add the server
Paste the JSON configuration above into mcp_config.json
- Step 03
Save and reload
Windsurf will detect the new server automatically
- Step 04
Start using Content Length Scorer
Open Cascade and ask: "Using Content Length Scorer, help me...". 3 tools available
Cline · IDE configuration
Advanced setup
{
"mcpServers": {
"content-length-scorer": {
"url": "https://edge.vinkius.com/vk_preview_QVslDpDcBHqKKjU8huyB8sZdkPc0XRbAFs0TmiZh/mcp"
}
}
}- Step 01
Open Cline MCP Settings
Click the Connectors icon in the Cline sidebar panel
- Step 02
Add remote server
Click "Add Connector" and paste the configuration above
- Step 03
Enable the server
Toggle the server switch to ON
- Step 04
Start using Content Length Scorer
Ask Cline: "Using Content Length Scorer, help me...". 3 tools available
Claude Code · Terminal command
Advanced setup
claude mcp add content-length-scorer --transport http "https://edge.vinkius.com/vk_preview_QVslDpDcBHqKKjU8huyB8sZdkPc0XRbAFs0TmiZh/mcp"- Step 01
Install Claude Code
Run npm install -g @anthropic-ai/claude-code if not already installed
- Step 02
Add the Connector
Run the command above in your terminal
- Step 03
Verify the connection
Run claude mcp to list connected servers, or type /mcp inside a session
- Step 04
Start using Content Length Scorer
Ask Claude: "Using Content Length Scorer, show me...". 3 tools are ready
Where the request belongs
Work Content Length Scorer can move forward.
Content marketers, SEO specialists, and UX writers who need to hit specific length targets for various digital formats without manual counting.
Content Marketer
Ensures blog posts and landing pages meet SEO depth requirements without manual word counting.
UX Writer
Verifies that micro-copy and UI strings fit within design constraints on a daily basis.
SEO Specialist
Audits existing site content to identify thin pages and ensure they meet length benchmarks.
Build the capability set
Add more capabilities.
Each Connector adds new actions and data without changing how you work.
Browse Connectors
Readability & SEO Scorer
Audit text for SEO performance using Flesch-Kincaid, sentence density, and passive voice analysis.
Sentence Rhythm Analyzer
Analyze prose rhythm, sentence length variance, and structural scannability.
Keyword Density Analyzer
Calculate keyword frequency, density percentage, and spatial distribution in text to optimize SEO content.
SEO On-Page Copy Analyzer
Analyze keyword density, meta tag truncation, and heading coverage for SEO optimization.
Content Length Benchmark Analyzer
Analyze copy length, density, and structural scannability against established copywriting benchmarks.
Count Words for Agents
Text analysis capability that counts words, characters, sentences, and paragraphs. Validates maximum length constraints so AI agents can generate text that strictly respects exact limits.
Bring your own AI
Change the model, client or framework. Keep Content Length Scorer connected.
-
Claude -
ChatGPT -
Gemini -
Cursor -
VS Code -
Windsurf -
ZCode -
Cline -
Zed -
Continue -
Kiro -
Roo Code -
Zencoder -
Goose -
Void -
Augment Code -
Amp -
Qodo -
Tabnine -
Pieces -
Sourcegraph Cody -
JetBrains -
Warp -
Amazon Q -
Antigravity -
BoltAI -
Raycast -
Jan -
LM Studio -
AnythingLLM -
Open WebUI -
Msty -
Cherry Studio -
LibreChat -
TypingMind -
Chorus -
5ire -
n8n -
LangChain -
LlamaIndex -
CrewAI -
Vercel AI SDK
Before you connect
Questions about Content Length Scorer.
The practical details behind the request, access and result.
How does Content Length Scorer help with my SEO?
It helps you ensure your content isn't flagged as 'thin' by search engines. By checking your blog posts against pillar content benchmarks, you can make sure you're providing enough depth to rank well.
Can I use Content Length Scorer for micro-copy?
Yes, it's perfect for that. It helps you verify that short strings like button labels, tooltips, and navigation items stay within the optimal word count for UI design.
What kind of content types does Content Length Scorer support?
It supports a wide range of categories including micro-copy, standard descriptions, landing pages, and long-form pillar blog posts.
How does Content Length Scorer determine if my text is Optimal?
It compares your word count against a database of industry-standard benchmarks for specific content types. It then tells you if your draft is below, optimal, or excessive for that specific goal.
Can I check multiple types of content at once?
You can use your agent to run checks on different pieces of content sequentially. Just tell your agent which content type to use for each specific draft you want to verify.
Is Content Length Scorer good for long-form blog posts?
Yes, it's specifically designed to help you identify if long-form content meets the required depth for pillar pages or other high-authority content types.
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.
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.
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.
One connection away
Give your agent a direct line to Content Length Scorer.
Connect Content Length Scorer once. Keep it beside 5,900+ managed Connectors when the next task needs more.
Explore every Connector No credit card required · Free tier available