LinkedIn MCP: public profiles, companies, posts and jobs for your AI agent

    Let Claude, ChatGPT, Cursor or Codex read public LinkedIn data: member profiles, company pages, posts and comments, job listings and ads. The data comes from third-party data providers, so you don't sign in to LinkedIn, run a scraper or manage API keys. Your agent pays per call from your Agensi balance.

    168 tools on Agensi
    Data 168
    linkedin.com

    Use any of these from your AI Agent, with no LinkedIn account or API key. Your AI Agent works out the exact price, runs the tool from your balance and tells you what it cost. Failed uses are free.

    Connect your AI Agent

    All LinkedIn tools and prices

    • List follower country values

      Free

      Data
      The tool you opened
      Proven · 100% success

      Get list of supported country values

    • Check a company-followers job

      Free

      Data
      Proven · 100% success

      Fetch company followers job status.

    • Enrich a company by domain or LinkedIn URL — tech, funding

      $0.052 per call

      Data
      Proven · 100% success

      Kitchen sink company lookup

    • Enrich a company by domain, name or LinkedIn URL — size

      $0.0258 per call

      Data
      Proven · 100% success

      Firmographics for a company from its domain, name or professional-network URL — size, industry, description

    • Enrich a LinkedIn person

      $0.0644 per 100 records

      Data
      Proven · 100% success

      Return a full profile with experience, education and skills.

    • Enrich a LinkedIn profile

      $0.117 per call

      Data
      Proven · 100% success

      Enrich a person or company from a LinkedIn URL.

    • Fetch company-followers results

      Free

      Data
      Proven · 100% success

      Fetch company followers job results with pagination.

    • Find a company's email domain

      $0.0644 per 100 records

      Data
      Proven · 100% success

      Resolve a LinkedIn company URL to the domain used for work email.

    • Find a company's LinkedIn ads

      $0.0143 per page

      Data
      Proven · 100% success

      Return one page of LinkedIn ads for one company or LinkedIn page.

    • Find a mobile phone number by LinkedIn URL

      $0.2574 per call

      Data
      Proven · 100% success

      Find a person's direct phone number from their public professional profile URL

    • Find LinkedIn location IDs

      Free

      Data
      Proven · 100% success

      Search LinkedIn Geo ID by location text

    • Find professional profile from email

      $0.013 per record

      Data
      Proven · 100% success

      Resolve a professional profile URL from an email

    • Get a basic LinkedIn profile

      $0.0052 per call

      Data
      Proven · 100% success

      Get a basic LinkedIn profile with limited experience, education and skills.

    • Get a LinkedIn ad

      $0.0021 per call

      Data
      Proven · 100% success

      Retrieve detailed information about a specific LinkedIn Ad using its unique ID.

    • Get a LinkedIn group

      $0.0026 per call

      Data
      Proven · 100% success

      Get the LinkedIn group. Required at least one of the query parameters

    • Get a LinkedIn post

      $0.0052 per call

      Data
      Proven · 100% success

      Get LinkedIn post details by post URL.

    • Get comments on a LinkedIn post

      $0.0052 per call

      Data
      Proven · 100% success

      Get comments of LinkedIn post by post URL.

    • Get reactions to a LinkedIn comment

      $0.0052 per call

      Data
      Proven · 100% success

      Get reactions of LinkedIn post comment by comment URL.

    • LinkedIn Company

      $0.0033 per call

      Data
      Proven · 100% success

      Fetch a full LinkedIn company page by URL: name, description, industry, employee count and range, follower count, founded year, headquarters and office locations, funding data, tagline, logo, website, and specialities.

    • LinkedIn Company (basic)

      $0.0026 per call

      Data
      Proven · 100% success

      Basic company: name, description, employee count, industry, logo, website, tagline. No follower count, founded year, office locations, or funding data - for those use linkedin.company.

    • LinkedIn company employees by company id

      $0.0384 per call

      Data
      Proven · 100% success

      Retrieves a page of LinkedIn people associated with a company ID.

    • LinkedIn Company Posts

      $0.0266 per call

      Data
      Proven · 100% success

      List a LinkedIn company page's recent posts by URL: full text, canonical link, publish date, author, engagement counts with a per-reaction breakdown, and attached media.

    • LinkedIn company profile by company page URL

      $0.0195 per 10 records

      Data
      Proven · 100% success

      LinkedIn company information

    • LinkedIn Company Search

      $0.0533 per call

      Data
      Proven · 100% success

      Search LinkedIn companies by keyword with optional location filtering, returning normalized company records.

    Starting prices. Prices can vary with length and quality. Your AI Agent works out the exact price, runs the tool from your balance and tells you what it cost. Failed uses are free.

    What do you want your agent to do?

    • Read a public profile

      The public profile behind a URL or handle: headline, roles and education where the profile shows them.

    • Look up a company page

      Industry, size, website and About text from a company page URL or handle.

    • Search posts on a topic

      Posts by keyword, author or date range, then the comments on the ones that matter.

    • See who is hiring

      Job listings by title, company and location, with the full posting when you need it.

    • Check a company's ads

      Ads from LinkedIn's public Ad Library by company or keyword, with headline and creative text.

    • Find a work email

      For work emails and phone numbers, compare the finders on our email finder page.

    Why use Agensi instead of separate LinkedIn MCPs?

    Some LinkedIn MCP servers work through your own LinkedIn login, others need a developer app or an API key of their own. With Agensi your agent reads public LinkedIn data from third-party data providers through the same connection it uses for every other tool, and pays per call from one balance. Your LinkedIn account is never connected, so nothing runs in your name. Your agent runs a tool from your balance and tells you what it found and what it cost. Failed uses are free.

    What you getOfficial MCP per brandOwn API key or community serverAgensi
    AccountsOne per brandOne per brandOne
    API keysPer brand, or a sign-inPer brand, kept by youNone
    PaymentA plan or credits per brandPer brandOne balance, per use
    Spending controlVariesUp to youLimits per use, day and month, or ask first
    Several sources in one answerConnect several serversSeveral servers and keysOne connection
    Skills for the whole jobNoNoYes, from the marketplace

    When another way is the better choice. If you want to post, comment or message as yourself, or manage your own company page or ads, use a tool that connects your LinkedIn account through LinkedIn's own API. Our LinkedIn tools only read public data; none of them post, comment or message for you.

    Set up in your AI agent

    Connect your AI agent to Agensi once, sign in and click Allow. After that it can use every tool: it runs one from your balance and tells you what it cost. No API keys or provider accounts.

    1. Open Settings, then Connectors, then Browse connectors and add Agensi (or Add custom connector and paste https://mcp.agensi.io/mcp/auth).
    2. Sign in to Agensi and click Allow. One agent per account: connecting a new one disconnects the old one.
    3. Ask for what you want, for example: "Find LinkedIn posts from the last month about switching CRMs, read the comments on the three most discussed ones and list the reasons people give." Top up from $5 if your balance is low; failed uses are free.

    Grok, VS Code, GitHub Copilot, Cline, Kiro and other agents with remote MCP and sign-in work too: see the setup guide.

    What it costs: a worked example

    "Find LinkedIn posts from the last month about switching CRMs, read the comments on the three most discussed ones and list the reasons people give."

    • 1 × Search posts by keyword and date

    • 3 × Read the comments on three posts

    Your agent works out the exact price for your request and tells you what it cost.

    Combine LinkedIn tools with skills

    LinkedIn MCP: frequently asked questions

    Public data: member profiles, company pages, posts with their comments and reactions, job listings, groups and ads from LinkedIn's Ad Library. Third-party data providers return it as structured data, and some tools pick a provider per call. Your LinkedIn account isn't connected, so the tools can't read your messages or act in your name.

    No. Agensi isn't made by or affiliated with LinkedIn. We run these tools on our own accounts with third-party data providers, and your agent reaches them through one Agensi connection. You don't need a LinkedIn developer app, an API key or a scraper of your own.

    Profiles and company pages are a good start for research and personalization. Names and job titles are personal data, so follow the privacy and anti-spam laws that apply to you, such as GDPR, and LinkedIn's User Agreement for anything you do on LinkedIn itself. This isn't legal advice.

    Each tool shows its live price on this page, charged per call or per result. Your agent runs it from your balance and tells you what it cost. In Dashboard → Balance you can have it ask first, or only above an amount per use and per day. Failed uses are free.

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