Source Top GitHub Talent by Language & Location with Gemini AI and BrowserAct

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Built by Madame AI Team | Kai Madame AI Team | Kai
Created on June 05, 2026

Description


AI-Powered Top GitHub Talent Sourcing (by Language & Location) to Google Sheet

This n8n template is a powerful talent sourcing engine that finds, analyzes, and scores GitHub contributors using a custom AI formula.

This workflow is ideal for technical recruiters, hiring managers, and team leads who want to build a pipeline of qualified candidates based on specific technical skills and location.

Self-Hosted Only
This Workflow uses a community contribution and is designed and tested for self-hosted n8n instances only.

How it works
The workflow runs on a Schedule Trigger (e.g., hourly) to constantly find new candidates.
A BrowserAct node ("Run a workflow task") initiates a scraping job on GitHub based on your criteria (e.g., "Python" developers in "Berlin").
A second BrowserAct node ("Get details") waits for the scraping to complete. If the job fails, a Slack alert is sent.
A Code node processes the raw scraped data, splitting the list of developers into individual items.
An AI Agent, powered by Google Gemini, analyzes each profile. It scores their resume/summary and calculates a final weighted FinalScore based on their followers, repositories, and resume quality.
The structured and scored candidate data is then saved to a Google Sheet, using the "Name" column to prevent duplicates.
A final Slack message is sent to notify you that the GitHub contributors list has been successfully updated.

Requirements
BrowserAct** API account for web scraping
BrowserAct* "Source Top GitHub Contributors by Language & Location*" Template
BrowserAct** n8n Community Node -> (n8n Nodes BrowserAct)
Gemini** account for the AI Agent
Google Sheets** credentials for saving leads
Slack** credentials for sending notifications

Need Help?
How to Find Your BrowseAct API Key & Workflow ID
How to Connect n8n to Browseract
How to Use & Customize BrowserAct Templates
How to Use the BrowserAct N8N Community Node

Workflow Guidance and Showcase

Automate Talent Sourcing: Find GitHub Devs with n8n & Browseract

Nodes Used (6)

AI Agent
@n8n/n8n-nodes-langchain.agent
Code
n8n-nodes-base.code
Google Gemini Chat Model
@n8n/n8n-nodes-langchain.lmChatGoogleGemini
Google Sheets
n8n-nodes-base.googleSheets
Slack
n8n-nodes-base.slack
Structured Output Parser
@n8n/n8n-nodes-langchain.outputParserStructured