Pricing

from $1.00 / 1,000 results

GitHub Repo Scraper - Trending AI & Topic Search

Find trending GitHub repos by topic (mcp, llm, agents), language, date and min stars. Enriched with stars-per-day velocity. Public API, optional token.

Pricing

from $1.00 / 1,000 results

Rating

0.0

(0)

Developer

Arjun Annamalai

Actor stats

Bookmarked

Total users

Monthly active users

3 days ago

Last modified

What makes it better

Smart query builder — combine topics + language + creation/activity date + min stars (most scrapers only take a raw query; you can still pass one).
Velocity enrichment — starsPerDay surfaces fast-risers, not just old giants.
daysSinceLastPush — filter out abandoned repos.
Optional GitHub token → 30 req/min instead of 10.

Example input

{
  "topics": ["mcp", "ai-agents"],
  "createdAfter": "2026-04-01",
  "minStars": 50,
  "sort": "stars",
  "maxItems": 200
}

Example output

{
  "fullName": "owner/cool-mcp-server",
  "url": "https://github.com/owner/cool-mcp-server",
  "stars": 4200,
  "starsPerDay": 38.5,
  "language": "TypeScript",
  "topics": ["mcp", "ai-agents"],
  "daysSinceLastPush": 1
}

Use cases

Track new MCP / agent repos gaining stars this month.
Build a VC deal-flow list of fast-rising AI tools.
Monitor a topic for a newsletter or competitive intel.

Run locally

pip install -r requirements.txt
python3 local_test.py

Then apify push.

Uses the public GitHub Search API. Not affiliated with GitHub.

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