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Guides and engineering notes on LinkedIn APIs, MCP servers and safe automation, written on the stack that runs 20,000+ LinkedIn accounts.

LinkedIn Automation Rules: What LinkedIn Has Published

Account Safety

The clause in the User Agreement, the limits, LinkedIn's own enforcement reports and the court record, each with its date. Then the 2026 crackdown stories, checked against their sources.

Free LinkedIn Automation Tools in 2026

Account Safety

You want to try LinkedIn automation before paying for it, and almost every vendor says free somewhere. What that word buys you differs by a long way from one tool to the next.

Automate LinkedIn with ChatGPT

MCP & AI Agents

Getting ChatGPT to write the message was always the easy half. Sending it takes a server that holds your account and a workspace plan that allows writes.

LinkedIn Email Scraper

Scraping vs API

The address is almost never on the profile, so the tool that promises to scrape it is quietly doing something else, and the something else is where both the accuracy and the legal exposure live.

LinkedIn Job Scraper

Scraping vs API

Two builds answer to the name, and the one you pick decides whether a bad afternoon costs you an IP pool or a LinkedIn account.

Apify LinkedIn Scraper: Which Actor Does What

Comparisons Scraping vs API

There is no single Apify LinkedIn scraper. There is a marketplace of them, and the one you pick decides what a run costs and whether your own LinkedIn session is anywhere near it.

What Is a LinkedIn AI Agent?

MCP & AI Agents

Model quality decides how good the message reads. The account it sends from decides whether there is a second week of sending.

Is Scraping LinkedIn Legal?

Scraping vs API

You have probably been told a court made this legal. The same case ended with the scraper shut out of LinkedIn for good.

LinkedIn Search API

LinkedIn API

Two official APIs answer to the name, only one searches people, and the rows it returns have no job title in them.

Is Sales Navigator Worth It?

The seat is not the expensive part. What the seat quietly refuses to do is what decides whether it pays.

LinkedIn Posts API

LinkedIn API

Publishing is the one thing LinkedIn hands out with no application at all, and reading the same posts back is the thing it stopped handing out.

LinkedIn API Documentation

LinkedIn API

It is not on linkedin.com, it is not one set of docs, and its foundations were last touched in 2023.

n8n LinkedIn Node

Integrations

The LinkedIn node n8n ships can only publish a post. Anything else takes a community node, and this page covers ours.

LinkedIn Jobs API

LinkedIn API

Searching for a LinkedIn jobs API is the obvious first move, and it returns the one product that cannot read a job listing.

LinkedIn Shadow Ban

Account Safety

Reach sags, invites sit unread, and nothing arrives in your inbox, because this is the one enforcement state LinkedIn applies without telling you.

LinkedIn Messaging API

LinkedIn API

Everyone who looks concludes the API does not exist. It does, and its terms are the discouraging part.

The gtm-api Free Plan

MCP & AI Agents

One LinkedIn account, the full UI, API and MCP, no card. What runs unlimited, what runs on a daily allowance, and what stays paid.

The gtm-api.com AI Assistant

MCP & AI Agents

Open the assistant in the docs, describe the play in plain English, and let it name the endpoints.

Connect LinkedIn to Claude with MCP

MCP & AI Agents

The obvious move is to paste the server into Claude's config file. Claude Desktop quietly discards it, and nothing in the app tells you why.

LinkedIn Profile Data API

LinkedIn API

The obvious place to get a LinkedIn profile is LinkedIn, and it is the one source that will only ever return your own.

Best LinkedIn API in 2026

Comparisons LinkedIn API

Account-based APIs, scraper APIs and MCP servers compared, for developers shipping AI agents and platforms adding LinkedIn to a product.

LinkedIn Limits in 2026

Limits

Every cap in one place: invitations, messages, InMail, search, profile views and the network ceiling, per plan, with what actually resets when.

LinkedIn Connection Request Limits in 2026

Limits Account Safety

The weekly ceiling, the daily send limit that differs per account, how the rolling window works, whether invites expire, and how sending capacity is actually earned.

Safe LinkedIn Automation

Account Safety

Why accounts really get banned, the limits that keep them alive, and how to automate at volume without losing the account.