Disclosure: This article is published by Datamagnet, which runs one of the MCP servers compared below. Facts about other servers come from their own pages, checked in October 2026. Features and prices change, so confirm them before you choose.
LinkedIn MCP Servers in 2026: 8 Options Compared, From Posting Tools to Data Servers
A LinkedIn MCP server connects an AI assistant like Claude, ChatGPT or Cursor to LinkedIn through the Model Context Protocol. LinkedIn doesn't publish one, so every option is third-party. They split into servers that act as your LinkedIn account, and data servers that return public profile and company data without your login.
Which kind you need depends on the job. This guide compares 8 options and shows how to set one up.
Key Takeaways
- "Every LinkedIn MCP you can install today comes from a third party," as Extrovert's guide puts it (Extrovert).
- Posting servers like 2pr.io and Liftli use LinkedIn's official API, so your account acts only through approved permissions.
- Session-based servers act as your logged-in account. The most-starred open-source one warns that "accounts using automated tools can be restricted or banned" (GitHub).
- For research, enrichment and lead lists, a data server needs no LinkedIn login at all.
What Is a LinkedIn MCP Server?
It's a connector that exposes LinkedIn actions or LinkedIn data as tools your AI assistant can call. The Model Context Protocol is the open standard that Claude, ChatGPT, Cursor and VS Code use to plug in outside tools.
Once connected, you ask in plain language, like "Draft a launch post for Tuesday" or "Find the VP of Sales at these 20 companies." The assistant picks the right tool, calls it and shows you the result.
LinkedIn itself doesn't ship an MCP server. So the real question is which third party you trust, and with what access.
What Are the Kinds of LinkedIn MCP Server?
There are three, and the difference is how each one touches LinkedIn.
| Kind | How it connects | What it's good for | Risk to your account |
|---|---|---|---|
| Official-API posting servers | OAuth through LinkedIn's own APIs | Drafting, scheduling and publishing your posts; company Pages; ads | Low: limited to approved permissions |
| Session-based automation | Your logged-in browser session | Messages, connection requests, Sales Navigator, scraping what you can see | Higher: LinkedIn's terms prohibit automated access |
| Data servers | An API key or OAuth to the data vendor, not LinkedIn | Profile, company, post and job data for research and enrichment | None to your LinkedIn account: it isn't connected |
The first two act as you. The third never touches your LinkedIn account, so there's nothing on LinkedIn for it to put at risk.
Which LinkedIn MCP Servers Can You Use?
Here are the 8 options that appear most in search results and MCP directories, with what each does and how it connects.
| Server | Kind | What it does | How it connects | Price |
|---|---|---|---|---|
| 2pr.io | Official-API posting | 38 tools to draft, schedule, publish, engage with and analyze your own posts | LinkedIn's official API; MCP token or OAuth | $24/mo billed yearly; MCP on Pro or Team |
| Liftli | Official-API posting | Writes, schedules and publishes posts in your voice; drafts comments | "Official API only," per the vendor | Free tier; Pro $29/mo founding rate |
| Merge | Official-API posting | Text, article and image shares; profile, organization and post analytics | Merge stores and refreshes LinkedIn OAuth tokens | Not published |
| MCPBundles | Both | OAuth bundle for Pages, posts and ads; separate Sales Navigator bundle for search, InMail and connection requests | OAuth for the first; hosted sign-in session for the second | Not published; Sales Navigator bundle capped at 500 calls/day |
| Extrovert | Session plus data | Reviews comment drafts and DM replies; searches its own B2B database | Your LinkedIn account connected in Extrovert; OAuth to Extrovert | $49/seat/mo; 10-day trial |
| Linked API | Session-based | 30+ tools to search leads, send messages and connection requests, analyze profiles | Works as a remote browser on your account | Paid; plans not shown on the listing |
| stickerdaniel/linkedin-mcp-server | Session-based, open source | 20 tools: profiles, messages, companies, jobs, feed and search | Your own login in a local browser session | Free, Apache 2.0; 4.0k GitHub stars |
| Datamagnet | Data server | 17 tools: people, companies, posts, engagement, jobs, search and signals | OAuth or API key to Datamagnet; no LinkedIn login | Credits: 1 per profile; 10 free credits |
All details checked October 2026 from each vendor's own page.
Which ones post for you?
2pr.io, Liftli, Merge and the MCPBundles OAuth bundle all publish through LinkedIn's official APIs. Liftli says "nothing ships until you approve it," which is the safeguard you want for anything public. Pick one of these if your goal is a steady posting cadence from Claude.
Which ones act as your session?
Linked API's maker says on Product Hunt that the server works as a remote browser on your account. MCPBundles' Sales Navigator bundle uses a hosted sign-in session. The open-source stickerdaniel server reuses or opens a LinkedIn login in a local browser.
These can reach things the official API can't, like your inbox and Sales Navigator. That reach is also the risk.
Is It Safe to Connect Your LinkedIn Account to an MCP Server?
It depends on how the server connects. Official-API servers act only through permissions LinkedIn granted, and you can revoke them.
Session-based servers are a different story. The stickerdaniel project's own FAQ says LinkedIn's User Agreement prohibits automated access. It adds that "accounts using automated tools can be restricted or banned." It also says: "Use at your own risk; there is no guarantee of account safety."
That's an honest warning, and it applies to any tool that drives your session. If your LinkedIn account matters to your work, keep volumes low and keep a human approving each action.
There's a simpler path when the task is only reading data. A data server doesn't need your account, so there's nothing to restrict.
How Do You Get LinkedIn Data Into Claude Without Your Login?
Use a data server that returns public profile and company data through its own API. You authenticate with the data vendor, not with LinkedIn.
Datamagnet's MCP server exposes 17 tools across five groups:
- People:
get_person_profile,get_person_activity - Companies:
get_company_profile,get_company_posts,get_company_funding_rounds - Posts and jobs:
get_post,get_post_engagement,get_job_details - Search:
search_people,search_companies,list_filter_values,suggest_filter_values - Signals and account:
create_signal,list_signals,update_signal,delete_signal,check_credits
Each tool states its credit cost before it runs. A profile, company, post or job lookup is 1 credit. Activity, company posts, people search and engagement pages are 10 credits per page. Signal tools and check_credits are free.
So you can ask Claude to "find who engaged with this post and pull their current titles." It calls get_post_engagement, then get_person_profile for each person. The same data is available as REST endpoints through the People API, Company API and Posts API.
How Do You Set Up the Datamagnet MCP Server?
The server URL is https://mcp.datamagnet.co/mcp. Most clients sign you in with OAuth, so you approve the connection in your browser. Clients that can't sign in can send an API key as Authorization: Bearer YOUR_API_KEY.
Claude (web, desktop or mobile). Open Customize, then Connectors. Choose Add custom connector, name it Datamagnet, and paste the server URL. Select Add, then Connect, and approve the connection.
Claude Code. Run this, then start Claude Code, run /mcp, select datamagnet and choose Authenticate:
claude mcp add --transport http --scope user datamagnet https://mcp.datamagnet.co/mcp
Cursor. Add this to ~/.cursor/mcp.json, then connect it from the MCP section of Cursor Settings:
{
"mcpServers": {
"datamagnet": {
"url": "https://mcp.datamagnet.co/mcp"
}
}
}
VS Code with GitHub Copilot. Add this to .vscode/mcp.json, start the server when prompted, and approve in the browser:
{
"servers": {
"datamagnet": {
"type": "http",
"url": "https://mcp.datamagnet.co/mcp"
}
}
}
ChatGPT works too, through Developer mode on Plus, Pro, Business, Enterprise and Education plans. The MCP setup page has every client's steps, and new accounts get 10 free credits with no card.
When Is an Account-Automation Server the Right Choice?
When the job is acting as you, a data server can't help. Choose an account-connected server for these tasks:
- Publishing your own content. Drafting, scheduling and posting needs your account. Pick an official-API server like 2pr.io or Liftli.
- Managing a company Page. Page posts and analytics run through LinkedIn's Community Management API, which the OAuth servers use.
- Replying to DMs and comments. Your inbox is yours alone. Extrovert and session-based servers reach it.
- Working inside Sales Navigator. Saved leads and InMail live in your seat, so only a session-based tool reaches them.
Many teams run two servers side by side. One posts and replies as you. The other pulls public profile and company data for research and enrichment. Claude can use both in one conversation.
Frequently Asked Questions
Does LinkedIn have an official MCP server?
No. LinkedIn doesn't publish an MCP server, so every option is built by a third party. Some use LinkedIn's official APIs through OAuth, mostly for posting and company Pages. Others drive your logged-in browser session. Data servers like Datamagnet's skip your LinkedIn account and return public profile and company data through their own API.
Can a LinkedIn MCP server get my account banned?
Servers that drive your logged-in session carry real risk. The open-source stickerdaniel project warns that accounts using automated tools can be restricted or banned. Servers built on LinkedIn's official API act only through permissions you granted. Data servers don't connect to your LinkedIn account at all, so they can't affect it.
Can Claude read LinkedIn profiles through MCP?
Yes, with a data server or a session-based server. A data server like Datamagnet's returns structured profile JSON from a profile URL, without your LinkedIn login. A session-based server reads what your own account can see. The official API's self-serve permissions only return the signed-in member's own profile.
Which LinkedIn MCP server is best for posting?
Pick one built on LinkedIn's official API, so publishing goes through approved permissions. 2pr.io offers 38 tools for drafting, scheduling, publishing and analytics. Liftli writes and schedules posts in your voice and publishes nothing until you approve it. Merge suits developers building posting into their own product.
How much does the Datamagnet MCP server cost?
The MCP server itself is free to connect. Tool calls use the same credits as the REST API. A profile, company, post or job lookup is 1 credit, and funding rounds are 5. Search, activity and engagement cost 10 per page. Signal tools are free. New accounts get 10 free credits, and paid plans start at $39 a month.
Conclusion
Choose a LinkedIn MCP server by the job, not the feature count. If you want Claude to post for you, use an official-API server. If you need your inbox or Sales Navigator, a session-based server reaches them, with risk to your account. If you need profile, company and post data for research or enrichment, a data server does it without touching your LinkedIn login.
To try the data route, add https://mcp.datamagnet.co/mcp to Claude or Cursor and run your first lookups on the 10 free credits. The setup page walks through every client, and pricing shows what larger volumes cost.
