LinkedIn MCP Runner
by
Enables GPT‑powered assistants to tap into a user's public LinkedIn activity, allowing automatic post creation, performance analysis, and voice‑consistent rewrites directly from Claude or ChatGPT.
LinkedIn MCP Runner Overview
What is LinkedIn MCP Runner about?
LinkedIn MCP Runner is a server that connects GPT models (Claude, ChatGPT) with a user's public LinkedIn data. It lets the assistant answer questions about past posts, suggest new content ideas, and rewrite drafts so they match the user's established tone.
How to use LinkedIn MCP Runner?
- Claude integration – Download the Claude desktop app, visit the LiGo Claude integration page, generate the installation command, run it in a terminal, then start chatting in Claude.
- ChatGPT (CustomGPT) integration – No local installation needed. Authenticate via the LiGo ChatGPT integration page and begin using the CustomGPT directly.
- Prompt the assistant with requests such as "Analyze my last 5 posts" or "Rewrite this to sound more like my recent posts".
Key Features of LinkedIn MCP Runner
- Pulls all public LinkedIn posts of the authenticated user.
- Provides performance analytics (e.g., most‑trafficked posts).
- Generates new post ideas and content outlines.
- Rewrites drafts to match the user’s historical voice and style.
- Works with both Claude and ChatGPT via the same MCP backend.
- Live leaderboard showcasing the latest 50 MCP‑generated posts.
- Links to the original LinkedIn posts for quick reference.
Use Cases of LinkedIn MCP Runner
- Personal branding: Quickly create LinkedIn content that feels authentic.
- Content strategy: Identify which topics and formats drive engagement.
- Time‑saving: Auto‑rewrite or polish drafts without manual editing.
- Team collaboration: Share the leaderboard as a showcase of successful posts.
- Analytics dashboard: Feed performance data into broader marketing reports.
FAQ
Q: Do I need to give the assistant full LinkedIn access? A: It only accesses your public LinkedIn data, and you must grant consent through the LiGo integration flow.
Q: Which models are supported? A: Both Anthropic’s Claude (via the desktop app) and OpenAI’s ChatGPT (CustomGPT) are supported.
Q: Is any local installation required? A: Only the Claude pathway needs to run a generated installation command. The ChatGPT integration works entirely in the browser.
Q: Can I see examples of generated posts? A: Yes, the MCP Leaderboard displays the latest 50 posts created with the runner, including full text and links.
Q: Where can I get help or report issues? A: Open an issue on the GitHub repository or contact the team via the LiGo contact page.
LinkedIn MCP Runner's README
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
- Download the Claude desktop app.
- Visit ligo.ertiqah.com/integrations/claude
- Click "Generate Installation Command"
- If not logged in, you’ll be routed to authenticate with LiGo
- Copy the command and run it in your terminal
- 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.
- Go to ligo.ertiqah.com/integrations/chatgpt
- Authenticate with LiGo when prompted
- 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.
LinkedIn MCP Runner Reviews
Login Required
Please log in to share your review and rating for this MCP.
Actions
LinkedIn MCP Runner's Information
- Author
- ertiqah
- Category
- Social Media
- Language
- JavaScript
- License
- MIT License
- Version
- v1.4.8
- Stars
- 13
- Updated
- about 2 months ago
Related MCP Servers
Discover more MCP servers with similar functionality and use cases
Line Bot MCP Server
by line
Enables AI agents to send, receive, and manage various LINE messages and rich menus through the LINE Messaging API.
X (Twitter)
by EnesCinr
twitter-mcp is a Model Context Protocol (MCP) server that enables interaction with Twitter, allowing users to post tweets and search for tweets programmatically.
Telegram MCP Server
by chaindead
Manage Telegram dialogs, messages, drafts, and read statuses through an MCP server, enabling AI assistants to interact with Telegram seamlessly.
Instagram DM
by trypeggy
instagram_dm_mcp is a Model Context Protocol (MCP) server that enables sending Instagram Direct Messages from your account. It allows integration with large language models (LLMs) to automate Instagram messaging and other interactions.
X (Twitter)
by vidhupv
x-mcp is an MCP server that allows users to create, manage, and publish X/Twitter posts directly through Claude chat.
Metricool MCP
by metricool
mcp-metricool is a Multi-Agent Collaboration Protocol (MCP) server that integrates with Metricool's social media analytics platform, enabling AI agents to access and analyze social media metrics, campaign data, and schedule content across various networks.
MCP YouTube Extract
by sinjab
Extracts YouTube video metadata and transcripts via an MCP server with comprehensive logging and robust error handling.
by universal-mcp
A Universal MCP server for interacting with Reddit posts, comments, and subreddits.
Netdata
by netdata
Real-time, per‑second infrastructure monitoring platform that provides instant insights, auto‑discovery, edge‑based machine‑learning anomaly detection, and lightweight visualizations without requiring complex configuration.