LinkedIn MCP server for Claude and ChatGPT
There's no official LinkedIn MCP, so EmbedSocial runs a hosted LinkedIn MCP server for company pages: connect your page's posts and the posts that mention it once, paste one URL into Claude, ChatGPT or Claude Code, and query them from a prompt. No code, nothing to host, no scraping.
- Your company page's posts and every post that tags your page
- Works as a LinkedIn MCP in Claude, ChatGPT, Claude Code and Cursor
- Page-admin sign-in through LinkedIn's official API
https://embedsocial.com/admin/mcpClaude with the EmbedSocial MCP connected, reading posts that mention your LinkedIn company page. Illustrative example.
Is there an official LinkedIn MCP server?
No. LinkedIn has not published an MCP server for company page content. The LinkedIn MCP servers you find on GitHub and in MCP directories fall into two groups: ones built on LinkedIn's API, which need your own developer app and LinkedIn's approval, and ones that scrape LinkedIn with your login cookies or a headless browser. LinkedIn's User Agreement prohibits scraping and automated access, so the second group can get your account restricted.
EmbedSocial uses the official API. A page admin signs in with LinkedIn, EmbedSocial collects the company page's posts and mentions through the official API, then exposes them to Claude, ChatGPT or any MCP-compatible tool as four tools at one URL. You connect the page, paste the URL, sign in, and prompt.
Every LinkedIn MCP automation
Every LinkedIn prompt in the automation library. Copy one into your AI tool, open it in Claude or ChatGPT with the connector attached, or filter by use case and tool.
Send LinkedIn Mentions to Slack
Using the EmbedSocial MCP, pull LinkedIn mentions of our company page from [widget] posted in the last 24 hours. For each mention, write a one-line summary and include the author, sentiment, and post link. Flag any negative mentions or questions that need a reply. Post the results to the #[channel] Slack channel.
Track LinkedIn Mentions in Google Sheets
Using the EmbedSocial MCP, pull LinkedIn mentions of our company page from [widget] for the last [30] days. For each mention, log the author, date, post text, link, sentiment, and main theme. Export the results into Google Sheets with a mentions log tab and a summary tab showing weekly mention volume, sentiment breakdown, and top themes.
Analyze LinkedIn Post Performance in Google Sheets
Using the EmbedSocial MCP, pull posts from our LinkedIn company page in [widget] for the last [90] days. Pull available website widget post clicks, icon clicks, lightbox opens, and CTA clicks for the same period, with one row per day. Keep the company post inventory separate from widget-level metrics. Do not infer per-post LinkedIn performance or posting-time recommendations from widget totals. Export the results into Google Sheets with a raw data tab, a widget metrics tab, and a summary with three recommendations.
Build a Monthly LinkedIn Analytics Report in Gamma
Using the EmbedSocial MCP, pull our LinkedIn company page posts and LinkedIn mentions from [widget] for [last month] and [the month before]. Calculate total collected posts and mentions, and month-over-month change. Pull available website widget post clicks, icon clicks, lightbox opens, and CTA clicks separately. These measure website widget activity, not LinkedIn platform performance. Include 5 example posts, the top 5 authors by mention frequency, the sentiment breakdown of mentions, and the main themes. Report missing metrics as unavailable rather than estimating them. Then use Gamma to create a 10-slide report with an executive summary, key metrics, example posts, mentions, themes, and three recommendations for next month.
Turn LinkedIn Mentions into HubSpot Leads
Using the EmbedSocial MCP, pull LinkedIn mentions of our company page from [widget] for the last [7] days. Score each mention for buying intent (high, medium, low) based on questions, recommendation requests, pricing interest, or product praise. For every high and medium intent mention, create or update a HubSpot contact with the author’s name, LinkedIn profile URL, company if available, the post link, and a note summarizing the mention and intent score. Skip contacts that already exist and add a note to them instead.
Rank LinkedIn Brand Advocates in Google Sheets
Using the EmbedSocial MCP, pull LinkedIn mentions of our company page from [widget] for the last [90] days. Group the posts by author and rank each author by number of mentions, number of active weeks, and average sentiment. Sort them into three tiers: top advocates, rising advocates, and one-time mentioners. Export the results into Google Sheets with a ranked advocates tab, a top posts tab with links, and a raw data tab.
LinkedIn tools your agent can call
Four tools, listed by your AI client the moment you connect. Each one reads the LinkedIn sources you connected in EmbedSocial, nothing else.
Company page posts and mentions
Posts your company page published and posts that tag your page, filtered by date range or keyword, with text, media, author and date.
- socialfeed_items_query_api
Single posts
One LinkedIn post by its ID: text, media and engagement details.
- social_feed_get_single_media
Widgets and their analytics
Every widget built from your LinkedIn sources, and its post, icon, lightbox and CTA clicks over a period.
- socialfeed_widgets_list
- widget_analytics_get_metrics
Company pages only. You need admin access to the page, and each connected page counts as one source. Personal profiles and hashtags aren't supported. Company page posts require Pro or higher. LinkedIn Mentions require Pro Plus or higher. MCP access requires Premium.
One URL in your client
Connect your company page in EmbedSocial, add the server URL to your AI tool, sign in. Setting up the LinkedIn MCP in Claude takes about two minutes. Pick your tool for the exact steps.
Open the Add custom connector page in Claude
This opens the "Add custom connector" dialog in Claude.
Open in ClaudeAdd the EmbedSocial MCP URL
Name it EmbedSocial, paste the URL, and click Add.
URLhttps://embedsocial.com/admin/mcpConnect and authorize
Sign in with your EmbedSocial account to authorize access.
Start prompting
List the LinkedIn posts that mentioned our company page in the last 30 days and summarize what each one says about us.
Run LinkedIn for clients from Claude or ChatGPT
LinkedIn is where B2B brands and the agencies behind them do their real work, and most of it is still manual: checking who tagged the page, screenshotting posts for the monthly report, copying wins into the CRM. With the EmbedSocial MCP connected, Claude or ChatGPT can read every client's company page and mentions, flag the posts that need a reply or a thank-you, and turn a month of activity into a report, all from one chat.
LinkedIn API, third-party MCPs, or EmbedSocial
The three ways to get LinkedIn data into an AI agent today, side by side.
| LinkedIn API | Open-source and scraper MCPs | EmbedSocial LinkedIn MCP | |
|---|---|---|---|
| Official MCP from LinkedIn | Not available | Community-built | Hosted by EmbedSocial, connects in minutes |
| Setup time | Weeks (developer app, API access approval) | Hours (clone repo, configure auth or cookies, host it) | Minutes (paste one MCP URL) |
| Coding required | Yes | Yes | No |
| Hosting and maintenance | You manage the app | You host and maintain the server | Fully hosted by EmbedSocial |
| Terms-of-service risk | Official API, subject to LinkedIn terms | High for scrapers: LinkedIn prohibits automated access | Official API, page-admin sign-in, subject to LinkedIn terms |
| Data included | Raw API endpoints, approval-gated | Whatever the maintainer built | Company page posts, mentions, widget analytics |
| Reporting and widgets | None | None | Built in (Google Sheets, Slack, HubSpot and more via automations) |
| Support | LinkedIn developer docs only | Community, or none | EmbedSocial support |
Valid as of October 2026. Check official updates for any changes.
Would rather build it into your own product?
The same company page posts, mentions and widget analytics are available as a REST API, for your own app instead of a prompt.
LinkedIn MCP FAQ
Is there an official LinkedIn MCP server?
What is the LinkedIn MCP server URL?
How do I use the LinkedIn MCP with Claude?
Does it work with personal LinkedIn profiles?
Can a LinkedIn MCP get my account banned?
Do I need to code anything?
Is my LinkedIn data secure when connected via MCP?
Give your agent your LinkedIn
Connect your company page and its mentions, add one URL to Claude or ChatGPT, and ask for the posts, the people or the numbers. The same connection runs every automation above.
https://embedsocial.com/admin/mcp