Extract, Transform LinkedIn Data with Bright Data MCP Server & Google Gemini
Needs changesNeeds changes. This template uses 1 thing(s) that n8n 3.0 removes: Function (legacy). 1 breaking item(s) found. Static check, last run 2026-10-19.
What this workflow does
This AI workflow has 18 nodes and runs manually, when you click “Execute workflow”. Along the way it connects Google Gemini Chat Model and Mcp (community).
How it runs
Trigger: Manually, when you click “Execute workflow”.
- List all available tools for Bright Data (Mcp Client): uses Mcp Client
- List all tools for Bright Data (Mcp Client): uses Mcp Client
- Set the URLs (Edit Fields (Set)): sets 2 fields: url, webhook_url
- Set the LinkedIn Company URL (Edit Fields (Set)): sets 2 fields: url, webhook_url
- Bright Data MCP Client For LinkedIn Person (Mcp Client): execute tool
- Bright Data MCP Client For LinkedIn Company (Mcp Client): execute tool
- Webhook for LinkedIn Person Web Scraper (HTTP Request): calls an HTTP API
- Create a binary data for LinkedIn person info extract (Function): runs custom JavaScript (legacy Function node)
- Code: runs custom JavaScript code
- LinkedIn Data Extractor (Information Extractor): extracts structured fields from text with AI, with model: Google Gemini Chat Model
…plus 6 more steps. See the full node list below.
Services it uses
Before you upgrade to n8n 3.0
1 thing in this workflow is removed in n8n 3.0. Fix it before you upgrade:
- Function (legacy) in Create a binary data for LinkedIn person info extract, Create a binary data for LinkedIn company info extract: replace with Code node, mode 'Run Once for All Items'.
Rather not rewrite it? Many of these flows can be rebuilt in Make (free plan).
| Removed in 3.0 | Replace with |
|---|---|
| Function (legacy) Create a binary data for LinkedIn person info extract, Create a binary data for LinkedIn company info extract | Code node, mode 'Run Once for All Items' |
Nodes used (11)
- Manual Trigger
n8n-nodes-base.manualTrigger - Edit Fields (Set)
n8n-nodes-base.set - Mcp Client
n8n-nodes-mcp.mcpClient - HTTP Request
n8n-nodes-base.httpRequest - Information Extractor
@n8n/n8n-nodes-langchain.informationExtractor - Google Gemini Chat Model
@n8n/n8n-nodes-langchain.lmChatGoogleGemini - Code
n8n-nodes-base.code - Merge
n8n-nodes-base.merge - Aggregate
n8n-nodes-base.aggregate - Function
n8n-nodes-base.function - Read/Write Files from Disk
n8n-nodes-base.readWriteFile
From the author
Disclaimer This template is only available on n8n self-hosted as it's making use of the community node for MCP Client. Who this is for? The Extract, Transform LinkedIn Data with Bright Data MCP Server & Google Gemini workflow is an automated solution that…