LinkedIn MCP server: setup, security reports and alternatives

MCP server · PyPI · ★ 4 · graded 2026-10-24Source linked

Read LinkedIn profiles, companies, jobs and messages via your own browser session

No outside reports on file

LinkedIn fetches arbitrary web URLs; restrict its folder reach, network access, and credentials before installing.

Based on public adoption and transparency signals as of Oct 23, 2026. Our opinion, not a code audit or security guarantee.

Was this verdict for LinkedIn helpful?

What it can access

Local filesNo local folder access notedLOW
Command executionNo shell command runner notedLOW
Network reachFetches arbitrary web URLsREVIEW
CredentialsNo API token requiredLOW
Package sourcePyPI (linkedin-api-mcp)PUBLIC

Inferred from this listing’s public package details and description. Check the project’s source before installing.

Install

uvx linkedin-api-mcp

All setup options ↓

Check this skill Watch it in my stack Compare README badge View project

Everything known

We found nothing about this project in the sources we read (last checked 2026-10-30). That does not mean it has no problems.

0 incidents · 0 advisories · 0 news articles · 0 community threads · checked 2026-10-30

Popularity grade: D (from public signals such as stars and downloads, not a code review). Graded 2026-10-24.

Sources we read: OSV, GitHub Advisory Database, CISA Known Exploited Vulnerabilities, 44 security news feeds and our incident library. Last checked 2026-10-30.

Check a specific version →

About LinkedIn

LinkedIn is an MCP server focused on Web & browsing and Files & documents: Read LinkedIn profiles, companies, jobs and messages via your own browser session.

It is published on PyPI as linkedin-api-mcp and hosted on GitHub at JohannsenLum/linkedin-api-mcp (4 GitHub stars, 55 PyPI downloads, last repository push on 2026-08-12). Based on its public metadata, its operational scope includes: fetches arbitrary web urls.

Setup

These use the package this listing points to. Check the project’s own instructions before running anything.

PyPI command

uvx linkedin-api-mcp

PyPI (pip) command

pip install linkedin-api-mcp

MCP client config

For Claude Desktop (claude_desktop_config.json) or Cursor (.cursor/mcp.json).

json

{
  "mcpServers": {
    "linkedin-api-mcp": {
      "command": "uvx",
      "args": [
        "linkedin-api-mcp"
      ]
    }
  }
}

Why this grade

DD — High risk signals

Signal-based grade (1/7 points): public source code. This reflects adoption and transparency, not a code review.

Popularity and upkeep

22/100

GitHub stars: 4
PyPI downloads: 55
Listing last refreshed: 2026-10-28

These are public popularity signals, not a maintenance check. Look at the repository’s commit history and open issues.

Risks to watch for

Untrusted web content & prompt injection: Fetches arbitrary web pages or remote endpoints where hidden instructions could manipulate agent behavior. Restrict outbound domains and review tool outputs.
Dependency & version pinning: Distributed via PyPI (linkedin-api-mcp). Pin an exact release version or commit SHA rather than floating tags so upstream updates are reviewed first.

How to lower the risk

Least-privilege permissions

Give it access only to the specific folders, accounts or projects it needs, never your whole drive or admin account.
Use a separate, limited API key or login just for this tool so you can switch it off without affecting anything else.

Network isolation

Run it on a work computer or sandbox account, not one holding personal or company-sensitive data.
If your IT team can, limit which websites and services it is allowed to contact.

Monitoring

Check its activity history or logs weekly at first, and look at what it changed or sent.
Turn on alerts for new logins or unusual usage on any account it connects to.

Red flags to watch for

It asks for more access than its job requires, or prompts you to paste passwords.
It suddenly updates with new owners, or starts contacting unfamiliar websites.

Questions

How do I install LinkedIn?

Run uvx linkedin-api-mcp (or pip install linkedin-api-mcp) in your terminal, or add the server entry to your claude_desktop_config.json or .cursor/mcp.json as shown in the Setup section on this page. Full setup docs and environment variables are in github.com/JohannsenLum/linkedin-api-mcp.

Are there security reports about LinkedIn?

No reports found for this package in our research (last checked 2026-10-30). LinkedIn currently holds Grade D (High risk signals) based on public adoption and transparency signals. Review the permissions and source repository before granting access to local files, shell commands, or API keys.

Is LinkedIn actively maintained?

LinkedIn has 4 GitHub stars and 55 PyPI downloads, with its latest repository commit pushed on 2026-08-12. Our directory data was last refreshed on 2026-10-28. Check recent commit activity, release tags, and open issues at github.com/JohannsenLum/linkedin-api-mcp before pinning it in production.

What are alternatives to LinkedIn?

You can compare LinkedIn side by side with other Browser MCP servers in the Related tools section on this page, or use the Compare tool on AgentArmorHQ.

Maintain or use LinkedIn? Show its live grade in your GitHub README, docs site, or run a check from the terminal before you install.

GitHub README Markdown:

markdown

[![AgentArmorHQ Risk Grade for LinkedIn](https://agentarmorhq.com/api/badge/johannsenlum-linkedin-api-mcp)](https://agentarmorhq.com/skills/johannsenlum-linkedin-api-mcp)

HTML embed:

html

<a href="https://agentarmorhq.com/skills/johannsenlum-linkedin-api-mcp"><img src="https://agentarmorhq.com/api/badge/johannsenlum-linkedin-api-mcp" alt="AgentArmorHQ Risk Grade for LinkedIn" height="20" /></a>

Terminal check:

terminal

curl -fsSL https://agentarmorhq.com/api/cli | node --input-type=module - check "johannsenlum-linkedin-api-mcp"

Share with your security lead

Need sign-off to use LinkedIn? Copy this note for Slack, a ticket or a pull request.

### AgentArmorHQ Security Review Memo: LinkedIn
- **Listing URL:** https://agentarmorhq.com/skills/johannsenlum-linkedin-api-mcp
- **Type:** App connector
- **Risk Grade:** Grade D (High risk signals)
- **Outside Security Advisories on File:** 0
- **Public Adoption:** 4 GitHub stars

#### Permission & Blast-Radius Signals
- **Local files:** No local folder access noted
- **Command execution:** No shell command runner noted
- **Network reach:** Fetches arbitrary web URLs
- **Credentials:** No API token required
- **Package source:** PyPI (linkedin-api-mcp)

#### Recommended Hardened Setup
- **Command:** `uvx linkedin-api-mcp`
- **Controls:** Pin an exact version in `.mcp.json`, scope access to a single workspace folder, and use a least-privilege read-only token where supported.

_Based on public adoption and transparency signals as of Oct 23, 2026. Our opinion, not a code audit or security guarantee._

Key facts

Type: App connector
Publisher: JohannsenLum
Source code: github.com/JohannsenLum/linkedin-api-mcp
Install command: pip install linkedin-api-mcp
Est. context load: ~500 tokens / turn (~3 tool schemas, 0.25% of 200k context)
Popularity: 4 GitHub stars, 55 PyPI downloads
Last updated: 2026-10-28
Last graded: 2026-10-24

Community

Discussions for LinkedIn

Ask questions or share configuration tips. Governed by our Community Rules & Terms.

No posts match this filter yet.

Be the first to ask a question or share a working tip.

Was this listing for LinkedIn helpful?

Check before you install, in Claude

Your assistant answers Block, Review or No known issues for any package before it installs it.

Get this check inside Claude