LinkedIn MCP Assistant

LiGo + LinkedIn MCP Runner

The first GPT-powered creative co-pilot trained on your actual LinkedIn content.

Create posts. Analyze what’s working. Rewrite in your voice. All from Claude or ChatGPT, powered by your own past posts.

What is this?

This is the official runner repo for LiGo’s Model Context Protocol (MCP) - a protocol that lets GPT-based assistants pull your LinkedIn context and respond like a strategist. It works with both Claude and ChatGPT.

With MCP, your assistant can answer things like:

• Which of your last posts got the most traction
• What your writing tone actually sounds like
• How to help you post, rewrite, or brainstorm like a founder

Just talk to it normally (if you know how to do that - no judging if you don't, btw). It has access to all your PUBLIC Linkedin data (with your consent, of course).

How to Get Started

Claude Setup

1. Download the Claude desktop app.
2. Visit ligo.ertiqah.com/integrations/claude
3. Click "Generate Installation Command"
   • If not logged in, you’ll be routed to authenticate with LiGo
4. Copy the command and run it in your terminal
5. Open Claude and start chatting

Example prompt:

Analyze my last 5 posts. What’s working? Give me ideas on what I should write next.

ChatGPT (CustomGPT)

No installation needed.

1. Go to ligo.ertiqah.com/integrations/chatgpt
2. Authenticate with LiGo when prompted
3. Start using the CustomGPT

Example prompt:

Rewrite this to sound more like my recent posts and make the hook spicier.

See It in Action: MCP Leaderboard

We showcase the latest 50 posts made using the MCP integration, complete with:

• The full post
• A link to the original LinkedIn post
• The author’s name

This acts like a public feed. It’s a live demo. And yes, it creates some healthy FOMO + you get a permanent backlink to your post. SEO goes brrrr.

Why It Matters

Honestly, it's a bit of a pain keeping your GPT/Claude Project up to date with your Linkedin activity (assuming you even have one).

We thought: "Wouldn't it be nice if GPT could connect to our Linkedin profile so I could just tell it to go look at it?"

And then this happened.

But, that's not all.

It’s part of the broader LiGo platform, which covers commenting, analytics, CRM, and more. Go check it out.

Also Check Out

• Chrome Extension: Comment and post directly from LinkedIn.
• Post Rewriter Tool: Turn rough drafts into LinkedIn-ready posts.
• What is LiGo?: Full product overview.

Stay Updated

This README will be the canonical source for MCP runner updates.

For feedback, improvements, or integration ideas, open an issue or reach out via ligo.ertiqah.com/contact.