Can Claude connect to LinkedIn?
Yes, but not through LinkedIn itself. As of 12 October 2026, LinkedIn has not published an MCP (Model Context Protocol) server, and Claude's connector directory lists no connector made by LinkedIn. What it does list are connectors made by other companies that work with LinkedIn. Several are marked as verified by Anthropic, and any tool with an MCP server can be added as a custom connector.
So the useful question is what you want Claude to do on LinkedIn. There are four jobs, and each has its own route.
| Job | Route | Uses your LinkedIn account? |
|---|---|---|
| Post, schedule, read your analytics | Posting tools with a Claude connector (Taplio) | Yes, with your permission |
| Send connection requests and messages | Outreach tools with an MCP server (HeyReach, La Growth Machine, Waalaxy, Expandi, PhantomBuster) | Yes, they run your account |
| Find leads in public posts and their engagers | Data services that read public posts (Layrcake, Apify actors) | No |
| Build an app on LinkedIn data | LinkedIn's official APIs | Your app, with LinkedIn's approval |
Checked 12 October 2026 against each company's own pages.
Does LinkedIn have an official API or MCP server?
LinkedIn has official APIs but no MCP server. According to LinkedIn's developer documentation, only two permissions are open to every developer without approval: Sign In with LinkedIn, and Share on LinkedIn (posting, commenting and liking for the person who signed in).
The marketing APIs, Community Management included, are open to approved developers through an application, and the development tier allows 500 calls per app per day (Increasing Access). The Sales Navigator API is not taking new partners: its page says "We are not currently accepting new partners" (Sales Navigator Application Platform). Nothing in the open permissions lets an app search other members or send messages.
That gap is why a whole category of third-party tools exists.
Can Claude send LinkedIn messages and connection requests?
Yes, through outreach tools that run your own LinkedIn account and have their own MCP server. You connect the tool to Claude, and Claude asks it to build a campaign, add people or draft messages. The tool does the sending from your account, inside the daily limits it sets.
| Tool | What its own docs say Claude can do | Plan for MCP access |
|---|---|---|
| HeyReach | Build and launch campaigns, segment lead lists, draft messages, read reply sentiment | Growth plan ($79 a month per sender) and up; the MCP itself is free |
| La Growth Machine | Build audiences from a Sales Navigator search, manage campaigns, send LinkedIn messages | Active subscription; 14-day trial |
| Waalaxy | List prospect lists and campaigns, add prospects to a campaign | Advanced and Business plans |
| Expandi | Qualify leads and build campaign drafts; campaigns stay drafts until you launch | Active subscription or 7-day trial |
| PhantomBuster | Launch and monitor automations, fetch their results, build lead lists | Not stated on its MCP page |
From each vendor's MCP or help pages, 12 October 2026. Plans and prices change; check before you buy.
Limits matter more than tools here. HeyReach, for example, caps each sender at 200 connection requests a week and recommends 25 a day once an account is warmed up (HeyReach help). Our view: start below whatever cap your tool sets, and let Claude draft while you approve the first batches by hand.
Does LinkedIn allow automation?
LinkedIn's User Agreement (section 8.2, effective 3 November 2025) says members must not use "bots or other unauthorized automated methods to access the Services". It also rules out software that scrapes or copies profiles. Its help centre names browser extensions that "automate activity on LinkedIn's website" among the tools it doesn't permit, and warns that accounts using them can be restricted (Prohibited software and extensions).
Outreach tools are used widely anyway, and most publish conservative daily limits to keep accounts safe. The risk sits with the account that sends. Weigh it the way you would for any account you can't easily replace.
Can Claude in Chrome use LinkedIn for me?
It can operate a LinkedIn tab you are signed in to, the same way it operates any site. Claude in Chrome is a browser extension on Claude's paid plans that can "read, click, and navigate websites alongside you" (Anthropic).
Anthropic's own safety guidance puts the site's rules on you: users are responsible for "respecting third-party website terms of service, including any restrictions on automated access" (Use Claude in Chrome safely). For LinkedIn, that means the 8.2 limits above. It works well for one-off help, like reading a profile with you. We wouldn't use it to run outreach.
How do you find leads on LinkedIn with Claude without using your account?
Read public posts and the people who engaged with them, through a data service, and keep your account out of it. Someone who commented on a post about your problem this week is a better lead than a name from a list. Claude does the filtering.
We use Layrcake for this. Claude asks for a person's or company's recent posts, then for everyone who reacted or commented on one of them. Layrcake reads public data, so no LinkedIn login or session cookie of yours is involved. Each person comes back with a profile link, their headline and what they did on the post.
❯ Find this person's most-liked LinkedIn post from the last 30 days, read everyone who engaged with it, and keep only heads of sales, VPs of sales and CROs. Tell me what it will cost before reading everyone.In our run on 3 October, Claude quoted the cost first, then read all 563 people who engaged with one post in the background, in about two and a half minutes. It kept 26 sales leaders, for 232.2 credits. Six of the 26 had titles a keyword match would have missed, like Chief Commercial Officer, and were added by a title check.
From there Claude can find work emails for the people you keep and draft a first message, which you send from your own inbox or LinkedIn by hand. Apify's post-reaction and post-comment scrapers are another route to the same public data, priced per thousand results and reachable through the Apify connector in Claude's directory.
Reading public posts tells you who to talk to. To publish posts or read your own analytics from Claude, use a posting tool such as Taplio, which has a connector in Claude's directory.
Which route should you pick?
Pick by the job, not the tool. To post and track your own content, use a posting connector. To send LinkedIn messages at volume, use an outreach tool with an MCP server, and stay well under its limits. To find who is talking about your problem, and email them, read public posts through a data service and leave your account out of it. To build a product on LinkedIn data, apply for the official APIs and expect a review.
Many teams combine two: public posts to choose who to contact, and email or a careful LinkedIn message to start the conversation. To set up the Layrcake side, see connecting Claude or, for other assistants, the connect page.
Questions people ask
Is there an official LinkedIn connector for Claude?
No. As of 12 October 2026, LinkedIn has not published an MCP server or a Claude connector. Claude's directory lists LinkedIn-related connectors made by other companies, such as Taplio, La Growth Machine and Apify.
Can Claude post on LinkedIn for me?
Yes, through a posting tool with a Claude connector, such as Taplio, which can create and schedule posts and read your analytics. LinkedIn's own Share on LinkedIn permission also lets approved apps post for a signed-in member.
Will using Claude with LinkedIn get my account banned?
Tools that automate your own account carry a risk, because LinkedIn's User Agreement bars unauthorised automated access. Reading public post data through a third-party service does not use your account at all.
Can Claude scrape LinkedIn profiles?
Not on its own. Claude needs a tool to fetch data. Data services can return public posts and the people who engaged with them, with profile links and headlines, without your LinkedIn login.