GitHub Scraper

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Extract GitHub user profiles and repositories at scale through the official GitHub REST API. Build developer lead lists, power tech-recruiting pipelines, and run market research — clean rows, no HTML parsing, no breakage.

What it does

This GitHub Scraper queries the official GitHub REST API (https://api.github.com) and returns structured data in four modes:

• Search users — find developer profiles by query (e.g. location:berlin language:python) and enrich each with full profile details.
• User profiles — fetch complete profiles for a list of usernames.
• User repositories — list all repositories owned by given usernames.
• Search repositories — find repos by query (e.g. machine-learning stars:>1000).

Results are flattened into clean, spreadsheet-ready rows and stored in the dataset (export to JSON, CSV, Excel, or API).

Features

• Four scraping modes covering both GitHub users and GitHub repositories.
• Optional GitHub token support — raises the rate limit from 60 to 5000 requests/hour.
• Automatic pagination across result pages.
• Rate-limit aware: reads X-RateLimit-Remaining and stops gracefully instead of crashing.
• Profile enrichment in user search (name, company, location, public email, bio, followers).
• maxItems cap to control run size and cost.
• Polite request pacing with retries on transient errors.

Input

Example input

{
"mode":"search_users",
"query":"location:berlin language:python",
"maxItems":500
}

Output

User row (lead-gen use case)

{
"login":"torvalds",
"name":"Linus Torvalds",
"company":"Linux Foundation",
"location":"Portland, OR",
"email":null,
"blog":null,
"bio":null,
"followers":200000,
"following":0,
"publicRepos":8,
"profileUrl":"https://github.com/torvalds",
"createdAt":"2011-09-03T15:26:22Z"
}

Repository row

{
"fullName":"facebook/react",
"description":"The library for web and native user interfaces.",
"language":"JavaScript",
"stars":225000,
"forks":46000,
"openIssues":700,
"topics":["react","javascript","frontend","ui"],
"htmlUrl":"https://github.com/facebook/react",
"updatedAt":"2026-06-28T10:00:00Z",
"ownerLogin":"facebook"
}

Use cases

• Developer lead generation & tech recruiting — source candidates by location, language, and activity, complete with public contact details.
• B2B prospecting — find companies and maintainers behind popular tools and libraries.
• Market & ecosystem research — track repositories, languages, stars, and trends in any technology niche.
• AI training data — collect structured datasets of profiles and repositories for analysis or model training.

Why this actor

• Official GitHub REST API — stable, documented, and compliant. No fragile HTML scraping that breaks on UI changes.
• Higher limits when you need them — drop in an optional token to go from 60 to 5000 requests/hour.
• Clean, ready-to-use output — flattened rows that drop straight into your CRM, ATS, or spreadsheet.

Search terms: GitHub scraper, GitHub API, scrape GitHub users, developer leads, GitHub profiles, tech recruiting data.