Pricing

from $5.00 / 1,000 profile scrapeds

LinkedIn Profile Scraper & Email Finder 📧 ✅ No Login Required

Find and extract LinkedIn profiles with emails — no login, no cookies needed. Input URLs, slugs, or public identifiers. Returns name, headline, experience, education, skills, email, and contact data. MCP/AI-agent optimized with consistent output schema.

Pricing

from $5.00 / 1,000 profile scrapeds

Rating

0.0

(0)

Developer

Khadin Akbar

Actor stats

Bookmarked

Total users

Monthly active users

a day ago

Last modified

Categories

Lead generation

Marketing

🔗 LinkedIn Profile URLs

profileUrls

Optional

Paste LinkedIn profile URLs to scrape specific people. Accepts full URLs (https://linkedin.com/in/williamhgates), short slugs (/in/williamhgates), or bare usernames (williamhgates). Leave empty and use 'Search query' instead if you want to search by job title or industry.

[AI agents] Use this field when given explicit profile URLs or usernames. Do NOT use when the user describes a niche — use searchQuery instead.

Type:array

🪪 LinkedIn Slugs / Public Identifiers

publicIdentifiers

Optional

Alternatively, paste just the username/slug part from the LinkedIn URL — e.g. 'williamhgates' instead of the full URL. Each entry is automatically converted to a full profile URL. This is the easiest way to paste a list from a spreadsheet.

[AI agents] Accepts bare usernames or slug strings. Merged with profileUrls before scraping.

Type:array

🔍 Search query (people search)

searchQuery

Optional

Describe the type of people you want — LinkedIn will search for matching profiles. Examples: 'CTO fintech startup London', 'Python engineers Berlin', 'VP Sales SaaS New York'. Leave empty if you're providing specific URLs above.

[AI agents] Use this field when the user describes a job title, industry, or niche instead of providing specific URLs. Do NOT use when given explicit URLs — use profileUrls for that.

Type:string

📧 Include email enrichment (+$0.005/profile)

includeEmail

Optional

Also extract the email address when it's publicly visible on the profile. Costs $0.01/profile total instead of $0.005. Best for outreach campaigns and CRM import.

[AI agents] Enable when the user asks for emails, contact info, or lead enrichment.

Type:boolean

Default:false

📊 Maximum results

maxResults

Optional

Maximum number of profiles to scrape. Lower = faster and cheaper for testing. Higher = full bulk export. Max 1,000 per run.

Type:integer

Minimum:1

Maximum:1000

Default:50

Proxy configuration

proxyConfiguration

Optional

Proxy settings. Residential proxies are strongly recommended for LinkedIn — datacenter IPs are often blocked. Leave as default unless you have a specific setup.

Type:object

LinkedIn Profile Scraper + Email Finder (No Cookies)

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Scrape LinkedIn profiles and get verified work emails in one call. Full profile data — name, headline, experience, education, skills, company details, and more. Works with standard LinkedIn URLs and Sales Navigator links. No cookies, no login, no Chrome extension.

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unlimitedleadtestinbox/linkedin-profile-scraper-with-email-no-cookies

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LinkedIn Profile Scraper

artificially/linkedin-profile-scraper

Scrape LinkedIn profiles without login, cookies, or authentication. Extract public profile data including experience, education, skills, and more.

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Bulk-extract rich LinkedIn profile data - experience, education, skills, certifications, and more - with optional email discovery and country filtering. No cookies, no login, no account risk. Lightning-fast concurrent scraping powered by Harvest API.

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🚀 LinkedIn Profile Scraper ⚡ No Login Required

vulnv/linkedin-profile-scraper

Extract comprehensive data from public LinkedIn user profiles including work experience, education, skills, connections, and activity. Bulk processing supported. No LinkedIn authentication needed - just provide profile URLs and get structured JSON data.

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Mass Linkedin Profile Scraper (No Cookies)

mpg_agents/linkedin-profile-scraper

Mass-scrape public LinkedIn profiles without login. Extracts name, headline, experience, education, skills, certifications, languages, recommendations, and recent posts.

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