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GitHub Tech Stack & Developer Lead Intelligence Pro

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GitHub Tech Stack & Developer Lead Intelligence Pro

GitHub Tech Stack & Developer Lead Intelligence Pro

Extract exact tech stacks, frameworks, dependencies (AI/ML, Web, DB), commit velocity, and verified maintainer contact emails from any GitHub repository. Perfect for B2B dev sales & tech recruiting!

Pricing

from $4.99 / 1,000 results

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Developer

Meanus Arcanus

Meanus Arcanus

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4 days ago

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📊 GitHub Tech Stack & Developer Lead Intelligence Pro

Python 3.8+ License: MIT FastAPI

Deep scan any GitHub repository, organization, or developer profile to extract exact tech stacks, frameworks, dependencies, commit velocity, and verified maintainer contact emails.

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⚡ Key Capabilities

  • 🔍 Tech Stack & Framework Fingerprinting: Inspects package.json, requirements.txt, pyproject.toml, Cargo.toml, go.mod, and Dockerfile to automatically tag AI/ML (LangChain, PyTorch), Frontend (React, Next.js), Backend (FastAPI, Express), and Database dependencies.
  • 👤 Verified Developer & Maintainer Emails: Scans public commit author logs and profile events to extract verified developer names, usernames, and contact emails.
  • 📈 Repository Health & Velocity Scoring: Computes activity index (0–100), star growth, commit frequency, and license detection.
  • 🚀 Serverless & Multi-Platform: Deployable on Vercel, Apify Actor, and importable via RapidAPI and PyPI SDK.

📦 Installation & Python SDK Usage

$pip install github-dev-intelligence
from github_dev_intelligence import scan_github_repository
# Scan any repository URL or 'owner/repo'
result = scan_github_repository("https://github.com/tiangolo/fastapi")
print("Stack Archetype:", result["tech_stack"]["archetype"])
print("Primary Tags:", result["tech_stack"]["primary_tags"])
print("Health Score:", result["repository_health"]["score"])
print("Maintainers Found:", result["developer_leads"]["total_extracted"])

🌐 API Endpoints

1. POST /api/v1/analyze-repo

Scan repository tech stack and maintainers.

Request Body:

{
"repository_url": "https://github.com/tiangolo/fastapi",
"include_contributors": true,
"max_contributors": 5
}

Response Output:

{
"status": "success",
"repository": {
"name": "fastapi",
"owner": "tiangolo",
"stars": 101985,
"forks": 9833,
"license": "MIT License"
},
"tech_stack": {
"archetype": "Serverless / High-Performance API Service",
"primary_tags": [
"Backend API",
"Core Utility"
],
"manifests_detected": ["requirements.txt"],
"backend_stack": [
{"name": "fastapi", "category": "Async Python API", "tier": "Backend"},
{"name": "uvicorn", "category": "ASGI Server", "tier": "Backend"}
]
},
"developer_leads": {
"total_extracted": 1,
"verified_emails_found": 1,
"maintainers": [
{
"name": "Sebastián Ramírez",
"username": "tiangolo",
"role": "Lead Maintainer / Core Creator",
"commit_share_pct": 92.4,
"email": "tiangolo@gmail.com"
}
]
},
"repository_health": {
"score": 100,
"grade": "A+"
}
}

📄 License

MIT License. Created by Meanus Arcanus.