LinkedIn Engagement Scorer Connector for AI agents.
2 live capabilities
Optimize your LinkedIn content strategy for better reach and higher engagement.
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Why people use LinkedIn Engagement Scorer
LinkedIn Engagement Scorer for Data-Driven Content Strategy
This Connector changes that by giving you a preview of the results. You can run your drafts through a scoring system that looks for the specific markers of success. You get to know what works before you ever hit post, turning your content strategy from a guessing game into a measurable process.
What Vinkius changes
You get a data-backed sanity check on your social media content before it goes live.
Use it from Claude, ChatGPT, Cursor or another AI client you already have.
One account · 6,100+ Connectors
- Real-world use case 01
Testing a product announcement
A content manager wants to know if a new product launch is too salesy.
- Real-world use case 02
Improving a personal brand hook
A founder is worried their posts are boring.
- Real-world use case 03
A/B testing opening lines
A marketing team is testing two different hooks for a white paper.
Complete set · 2capabilities
The complete LinkedIn Engagement Scorer capability set.
These are the exact actions your AI can choose when you ask it to work with LinkedIn Engagement Scorer.
01—02
2 capabilities in this set.
Part of 2 available through LinkedIn Engagement Scorer.
- 01 Capability
Evaluate linkedin engagement
Tells you how likely your post is to get likes, comments, and shares based on its structure. It's useful for seeing if your content hits the right notes for your audience.
- 02 Capability
Evaluate scroll stopper
Checks if your opening line actually grabs attention. Use this to ensure your most important message isn't being ignored.
Set up in minutes
One URL. Then ask LinkedIn Engagement Scorer to work.
Claude and ChatGPT only need the Connector URL. Copy it once, add it in settings, and use LinkedIn Engagement 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_cdu9yZHD6j0Jyex03Ry4MCucBUY8PmtRHZl103y4/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 LinkedIn Engagement Scorer, and paste the URL above.
- Step 03
Turn it on in chat
Select +, open Connectors, and enable LinkedIn Engagement Scorer for the conversation.
ChatGPT · Web + desktop
Connector URL · ready to paste
Streamable HTTPhttps://edge.vinkius.com/vk_preview_cdu9yZHD6j0Jyex03Ry4MCucBUY8PmtRHZl103y4/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 LinkedIn Engagement Scorer URL.
- Step 03
Save and start
Save the connection and enable LinkedIn Engagement Scorer in your conversation. Desktop may ask you to restart once.
Cursor · IDE configuration
Advanced setup
{
"mcpServers": {
"linkedin-engagement-scorer": {
"url": "https://edge.vinkius.com/vk_preview_cdu9yZHD6j0Jyex03Ry4MCucBUY8PmtRHZl103y4/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 LinkedIn Engagement Scorer
Open Agent mode in chat and ask: "Using LinkedIn Engagement Scorer, help me...". 2 tools available
VS Code Copilot · IDE configuration
Advanced setup
{
"mcpServers": {
"linkedin-engagement-scorer": {
"url": "https://edge.vinkius.com/vk_preview_cdu9yZHD6j0Jyex03Ry4MCucBUY8PmtRHZl103y4/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 LinkedIn Engagement Scorer
Ask Copilot: "Using LinkedIn Engagement Scorer, help me...". 2 tools available
Windsurf · IDE configuration
Advanced setup
{
"mcpServers": {
"linkedin-engagement-scorer": {
"url": "https://edge.vinkius.com/vk_preview_cdu9yZHD6j0Jyex03Ry4MCucBUY8PmtRHZl103y4/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 LinkedIn Engagement Scorer
Open Cascade and ask: "Using LinkedIn Engagement Scorer, help me...". 2 tools available
Cline · IDE configuration
Advanced setup
{
"mcpServers": {
"linkedin-engagement-scorer": {
"url": "https://edge.vinkius.com/vk_preview_cdu9yZHD6j0Jyex03Ry4MCucBUY8PmtRHZl103y4/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 LinkedIn Engagement Scorer
Ask Cline: "Using LinkedIn Engagement Scorer, help me...". 2 tools available
Claude Code · Terminal command
Advanced setup
claude mcp add linkedin-engagement-scorer --transport http "https://edge.vinkius.com/vk_preview_cdu9yZHD6j0Jyex03Ry4MCucBUY8PmtRHZl103y4/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 LinkedIn Engagement Scorer
Ask Claude: "Using LinkedIn Engagement Scorer, show me...". 2 tools are ready
Where the request belongs
Work LinkedIn Engagement Scorer can move forward.
This is for content creators who are tired of posting into a void and want to know why their posts aren't performing. It's for anyone managing a professional brand who needs to move the needle on engagement.
Content Marketer
Writes 10+ posts a week and needs to ensure every single one hits the right notes for the target audience.
Social Media Manager
Manages multiple brand voices and needs to maintain a high engagement rate across different styles.
Founder or CEO
Builds a personal brand on LinkedIn and wants to sound human rather than like a corporate robot.
Build the capability set
Add more capabilities.
Each Connector adds new actions and data without changing how you work.
Browse Connectors
LinkedIn Authority Signal Calculator
Quantify thought-leadership and authority markers in LinkedIn posts.
LinkedIn Mention and Tag Distribution Checker
Quantify the strategic placement of @mentions and #hashtags in LinkedIn posts.
LinkedIn Post Optimizer
Audit LinkedIn posts for truncation, hook strength, and engagement triggers.
LinkedIn Scannability & Reading Time Scorer
Calculate exact scannability metrics for LinkedIn feeds, including reading time and mobile viewport impact.
Social Media Engagement Calculator
Calculate platform-specific engagement rates for Instagram and LinkedIn and compare them against industry benchmarks.
LinkedIn Hook Truncation Analyzer
Analyze LinkedIn post hooks for visibility, truncation, and engagement potential.
Bring your own AI
Change the model, client or framework. Keep LinkedIn Engagement Scorer connected.
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Claude -
ChatGPT -
Gemini -
Cursor -
VS Code -
Windsurf -
ZCode -
Cline -
Zed -
Continue -
Kiro -
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Vercel AI SDK
Before you connect
Questions about LinkedIn Engagement Scorer.
The practical details behind the request, access and result.
How does LinkedIn Engagement Scorer help my reach?
It gives you a score on how likely people are to stop and read your post. By improving your hooks and CTAs based on these scores, you naturally increase your reach.
Can I use it for every social platform?
While it's tuned for LinkedIn's specific audience and feed style, you can use it to test the general stopping power of any short-form text content.
Does it tell me what hashtags to use?
No, it focuses on the quality of your writing, sentence rhythm, and CTA strength rather than the logistics of hashtags or scheduling.
How do I know if my CTA is actually good?
The capability analyzes markers in your text to see if your call-to-action is clear and compelling enough to drive the action you want.
Will this help me write faster?
Yes, because you won't spend as much time wondering if a draft is good enough. You get immediate feedback on the structure so you can iterate quickly.
Is this for personal brands or companies?
It works for both. Whether you're a founder building a personal brand or a company managing a corporate page, the mechanics of engagement remain the same.
How does the engagement scoring work?
The evaluate_linkedin_engagement capability analyzes your text for specific Call-to-Action (CTA) markers and evaluates punctuation diversity to predict how well a post will drive interaction.
Can I use this with Claude Desktop?
Yes, you can connect this Connector to Claude Desktop, Cursor, VS Code, or Windsurf using your personal Connection Token from the Vinkius dashboard via V1nkius Edge.
Does it require an API key for LinkedIn?
No, this capability analyzes the text content you provide directly; no LinkedIn API credentials are required.
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Give your agent a direct line to LinkedIn Engagement Scorer.
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