LinkedIn MCP Server

MCP server exposing LinkedIn scraping tools. Profiles, companies, posts, jobs, people search, job search, for any AI agent or LLM client.

Pricing

from $0.00005 / actor start

Rating

0.0

(0)

Developer

👁 Andrew

Andrew

Maintained by Community

Actor stats

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Total users

Monthly active users

11 days ago

Last modified

What you get

Full people profiles — name, headline, location, about, avatar and banner, follower and connection counts, current company, full work experience, education history, languages, certifications, recent activity, and bio links
Company pages — name, logo, slogan, about, description, website, headquarters, locations, employee count on LinkedIn, follower count, company size, industries, specialties, founded year, employees showcase, and similar companies
Posts and engagement — post text, hashtags, embedded links, images, videos, like and comment counts, post type, repost data, tagged companies and people, and author info; collect specific post URLs or discover all posts from a person or company
Job listings — title, company, location, summary, seniority, employment type, industries, base pay range, applicant count, easy-apply flag, apply link, and job poster info
People search — find LinkedIn profiles by name and pipe the URLs straight into get-profile for full enrichment
Job search — keyword + location, filtered by country, time range, job type, experience level, remote/hybrid/onsite, and employer
Bulk lookups — query up to 20 URLs in a single call for profiles, companies, posts, and jobs
Saved media — profile pictures and company logos are saved to the run's Apify Key-Value Store and returned as permanent signed URLs (profilePicStorageUrl, logoStorageUrl)
One endpoint, six tools — no glue code, no per-tool integrations, no scraping infrastructure to maintain

Use cases

B2B sales prospecting — enrich a list of LinkedIn URLs with full profile data, current role, and seniority for outbound outreach
Recruiting and sourcing — search by name or job keyword, then pull the full work history, education, and recent activity for every candidate
Lead generation — build target lists by scraping company employees, then enrich each profile in bulk
Competitive intelligence — track competitor headcount, hiring patterns, post engagement, and company updates
Account research — pull the full picture for a target company before a sales call: size, industries, locations, and key employees
Market and talent mapping — discover everyone with a given title in a region, then enrich with full profile data
AI agents and assistants — give any LLM live LinkedIn access without building a custom scraper

Tools exposed

Tool	Returns
`get-profile`	Full people profile data for up to 20 LinkedIn /in/ URLs per call
`get-company`	Full company page data for up to 20 LinkedIn /company/ URLs per call
`get-post`	Post content + engagement; modes: by post URL, by profile URL, or by company URL
`get-job`	Full job listing details for up to 20 LinkedIn /jobs/view/ URLs per call
`search-people`	Search by name (max 50 names per call); returns matching profile URLs and snippets
`search-jobs`	Job search by keyword, location, country, time range, type, seniority, remote, company

How to use

Use Apify's hosted MCP gateway — it generates ready-to-paste config snippets for Claude Desktop, Cursor, VS Code, ChatGPT, and any other MCP-compatible client:

mcp.apify.com/?tools=seemuapps/linkedin-mcp

Open the link, sign in, and copy the snippet for your client.

Where to get your Apify API token

Go to console.apify.com/settings/integrations and copy your Personal API token. (Sign in or create a free account if you haven't already.)

The token authorizes calls to the MCP server and is what Apify uses to bill you for tool calls.

Pricing (pay-per-event)

Tool	Event	Charged
`get-profile`	`profile`	Once per profile successfully returned
`get-company`	`company`	Once per company page successfully returned
`get-post`	`post`	Once per post successfully returned
`get-job`	`job`	Once per job listing successfully returned
`search-people`	`person-result`	Once per matched person returned
`search-jobs`	`job`	Once per matching job returned

Failed calls are not charged. Partial failures (e.g. one bad URL in a batch) are reported per-item without aborting the whole call.

Notes

LinkedIn data is fetched live; results reflect the public profile or page at the time of the call.
Some calls may take 30 seconds to 2 minutes to return because the upstream provider runs an async snapshot — set generous timeouts in your MCP client.
get-post in discoverByProfileUrl or discoverByCompanyUrl mode can return many posts per URL — cap with maxItems if you only want the latest few.
search-people works best with reasonably distinctive names; common names will return a mix of matches that you'll want to disambiguate before calling get-profile.
search-jobs returns up-to-date listings; pipe url from each result back into get-job for the full job description and metadata.

URL: https://apify.com/seemuapps/linkedin-mcp