#2020th of 31 in MCP servers for developers

linkedin-mcp-server

MCP server that lets agents read and act on LinkedIn via your browser session

Stars: 3.8k
License: Apache-2.0
Last commit: Oct 2026
Last release: Oct 2026
Language: Python

Missed the latest GitHub check; these facts may be older.

Overview

Python MCP server that drives a Patchright Chromium browser logged in as you. It exposes 20 tools for LinkedIn profiles, companies, jobs, posts, feed and messaging. It runs over stdio by default or streamable HTTP (127.0.0.1:8000/mcp), and can import an existing session from a local Chromium-based browser.

Who it is for: Developers giving MCP-capable agents access to their own LinkedIn account

Strengths

20 tools covering profiles, company data, job search, feed, post search and messaging
Reuses a signed-in session from Chrome, Brave, Edge, Arc and other Chromium browsers
Runs over stdio or streamable HTTP; installs with a single uvx config entry
Tool calls are serialized across processes to protect the shared browser session

Weaknesses

Browser automation depends on LinkedIn page structure; README relies on @latest auto-updates
Not affiliated with LinkedIn; automating a personal account may conflict with its terms
Chrome 127+ app-bound (v20) cookies cannot be imported; manual login needed
Session auto-import and inline login are skipped in Docker and non-loopback HTTP binds

What it needs

no GPU
Docker + Compose
Needs uv, Patchright Chromium, LinkedIn account
port 8000

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How to choose

Check what it can change (push, delete, run) and how that is scoped.
Prefer servers that run locally over ones that send your code to a third party.
Look at how many tool calls a task takes; chatty servers burn context.

Health

Releases: Not checked
Top contributor: Not checked
Security advisories: Not checked
Package advisories: Not checked
OpenSSF Scorecard: Not checked

Not read for this project yet: each refresh reads the facts of a few projects. Bots and coding-agent accounts are left out of the commit counts. Not part of the score: how we check.

License in plain words

Apache-2.0 Permissive

Use it at work: Yes
Change it and rebrand it: Yes
Sell it or host it for others: Yes

Your part: Keep the notices and mark the files you change. It also grants you the contributors’ patent rights.

A plain summary, not legal advice. Read the license on GitHub ↗ (opens in a new tab)

Where to run it

RepoCloud ↗ (opens in a new tab)One-click hosting for about 890 open-source apps, each on its own VPS.

Referral links: if you sign up through one, we get a commission. They never change a rank.

#20 of 31 in MCP servers for developers on Archestack, as of 15 Oct 2026.

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