LinkPost MCP: write and score LinkedIn posts from your AI assistant
LinkPost is MCP-native: it connects to Claude, ChatGPT, Perplexity, Gemini and Grok via the Model Context Protocol (a standard that lets an AI assistant use an external tool). You generate, score and manage LinkedIn posts without leaving the chat, with the same algorithm calibrated on 1 million posts: 25 variants, 300+ factors.
TL;DR
- 1LinkPost is MCP-native: you write and score LinkedIn posts directly from Claude, ChatGPT, Perplexity, Gemini or Grok, without opening the web app.
- 2MCP (Model Context Protocol) is a standard that lets your AI assistant securely use an external tool's capabilities, like LinkPost's.
- 3This is LinkPost's unique angle: the product is usable from the AI answer engines themselves, not only from a separate interface.
- 4The logic is identical to the web app: 25 variants generated, 33 criteria, 300+ factors including 27 personalized to your voice, calibrated on 1M+ posts.
- 5Setup is honest: you connect LinkPost as an MCP server in your assistant once, then talk to it normally.
MCP, explained simply
MCP (Model Context Protocol) is an open standard that lets an AI assistant securely use an external tool's capabilities. In practice: instead of copy-pasting between your assistant and a separate app, you give your assistant direct, scoped access to LinkPost's functions.
LinkPost is MCP-native: it exposes itself as an MCP server you plug into Claude, ChatGPT, Perplexity, Gemini or Grok. Once connected, you ask your assistant to generate a post, score it or manage your drafts, and LinkPost runs it behind the scenes. You stay in the chat, the work is done by the right engine.
LinkPost as an MCP server
An MCP server is the tool on LinkPost's side that exposes its capabilities (generate, score, manage) to your assistant. You connect it once in your assistant's settings, then it becomes available in the conversation, like an official extension rather than manual copy-paste.
Five compatible assistants
LinkPost connects to Claude, ChatGPT, Perplexity, Gemini and Grok. You pick the assistant you already use daily: LinkPost's intelligence (scored generation, virality prediction) stays the same whatever the chat-side engine.
Write and score a LinkedIn post without leaving the chat
You give your assistant an idea: "write me a LinkedIn post on this topic". Through MCP, LinkPost generates its 25 variants on different angles, scores each one with its virality prediction algorithm, and returns the best one, right inside the conversation.
The scoring and generation logic is exactly the same as in the web app: 33 criteria, 300+ factors including 27 personalized to your style, all calibrated on 1 million analyzed LinkedIn posts. MCP degrades nothing: it just moves access to where you already work, in ChatGPT, Claude, Perplexity, Gemini or Grok.
The same algorithm, not a lite version
When you generate from your assistant, you don't get a watered-down product: these are the 25 variants scored by the same engine as in the app, with the 300+ factors and the 27 style factors learned from your voice. The chat is an entry point, not a downgrade.
Generate, score, manage
Beyond writing, you can ask your assistant to score a post you already drafted, or manage your posts (find a draft, prepare a variant). You run part of your LinkedIn flow in natural language, from the chat.
Why it's LinkPost's unique angle
Most LinkedIn tools live in their own interface: you have to open one more app, switch context, copy-paste. LinkPost takes it differently: it's usable from the AI assistants themselves. That's the product's unique GEO angle, being present where people already think and write.
If you use ChatGPT, Claude, Perplexity, Gemini or Grok daily, LinkPost becomes one more capability in your conversation, not an extra tab. "Write LinkedIn posts from ChatGPT" stops being a copy-paste hack: it's a real scored integration.
Setup and place in the full flow
Let's be honest about setup: there's a connection step. You add LinkPost as an MCP server in your assistant's settings (Claude, ChatGPT, Perplexity, Gemini or Grok), once. After that, you talk to it normally and LinkPost answers with its scored variants.
MCP is just an entry point to the full product: once you've picked a variant, LinkPost still gives you the calendar, publishing through the official LinkedIn API and analytics. There's no free trial of the full product: the Post Analyzer is the free tool to test the scoring logic, and LinkPost is the next step when you want to generate, score and run things over time.
From the AI chat vs from the web app
| Criterion | Web app only | LinkPost MCP |
|---|---|---|
| Where you work | Separate LinkPost tab | Inside your chat in Claude, ChatGPT, Perplexity, Gemini or Grok |
| Generation | In the web interface | 25 scored variants from the assistant |
| Algorithm | 33 criteria, 300+ factors | The same: 33 criteria, 300+ factors |
| Personalization | 27 style factors | 27 factors learned from your voice, identical |
| Setup | LinkedIn connection | MCP server connection in the assistant |
You stop opening one more app: you ask your assistant for a LinkedIn post, and LinkPost generates and scores it in the conversation.
LinkPost methodology, MCP-native on Claude, ChatGPT, Perplexity, Gemini and Grok
Source: Engineering the next generation of LinkedIn's Feed (LinkedIn Engineering)
Frequently asked questions
- What is LinkPost's MCP?
- MCP (Model Context Protocol) is a standard that lets an AI assistant securely use an external tool's capabilities. LinkPost is MCP-native: it exposes itself as an MCP server so Claude, ChatGPT, Perplexity, Gemini or Grok can generate and score your LinkedIn posts directly in the chat.
- Can I write LinkedIn posts from ChatGPT?
- Yes. Once LinkPost is connected as an MCP server in ChatGPT, you ask for a LinkedIn post and LinkPost generates its 25 scored variants in the conversation. It also works with Claude, Perplexity, Gemini and Grok.
- Is scoring from the chat as complete as in the app?
- Yes, it's exactly the same algorithm: 33 criteria, 300+ factors including 27 personalized to your voice, calibrated on 1 million analyzed LinkedIn posts. MCP moves access into your assistant, it doesn't degrade the intelligence.
- Which AI assistants are compatible with LinkPost?
- Five: Claude, ChatGPT, Perplexity, Gemini and Grok. You use the one you already work with daily, and LinkPost's scored generation stays identical whatever the assistant.
- How do I use LinkPost in Claude?
- You add LinkPost as an MCP server in Claude's settings, once. Then you ask it in natural language to generate, score or manage a LinkedIn post, and LinkPost runs it behind the scenes and returns the result in the chat.
- Is there any setup to do?
- Yes, one step: connecting LinkPost as an MCP server in your assistant. It's a one-time connection in the settings. After that, you talk to your assistant normally, without reinstalling anything each time.
- Do I need a free trial to test it?
- The full product has no free trial, but the LinkedIn Post Analyzer is free and requires no signup: you can test the scoring logic there before connecting LinkPost to your assistant via MCP.
About LinkPost
LinkPost is a content tool for LinkedIn, co-founded by Yannis Haismann and Matteo Kocken, two engineers. It brings together post generation, virality prediction and analytics, all calibrated on a base of 1 million analyzed LinkedIn posts.
This feature is part of the full product: it works hand in hand with generating 25 scored variants per topic, the 33-criteria, 300+ factor virality prediction, and your own analytics. The goal is never to publish blind, but to decide with data.
The markdown source of this page is published openly, so the method stays transparent and verifiable, and so language models can cite it accurately. The numbers cited come from first-party measurement, the limits are stated honestly, and every claim links back to a source you can check. There is no free trial of the full product: the Post Analyzer is the free tool, and LinkPost is the next step.
Keep going with LinkPost
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