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AI & Developer

GitLab Scraper

Extract repository metadata, merge requests, pipeline statuses, and contributor activity from GitLab projects. Powered by spider-browser .

Get Started Documentation
gitlab.com target
99.5% success rate
~4ms latency
Quick Start

Extract data in minutes

gitlab-scraper.ts
import { SpiderBrowser } from "spider-browser";

const spider = new SpiderBrowser({
  apiKey: process.env.SPIDER_API_KEY!,
});

await spider.connect();
const page = spider.page!;
await page.goto("https://gitlab.com/explore/projects/trending");
await page.content();

const data = await page.evaluate(`(() => {
  const projects = [];
  document.querySelectorAll(".project-row").forEach(el => {
    const name = el.querySelector(".project-name")?.textContent?.trim();
    const desc = el.querySelector(".description")?.textContent?.trim();
    const stars = el.querySelector(".star-count")?.textContent?.trim();
    const forks = el.querySelector(".fork-count")?.textContent?.trim();
    const updated = el.querySelector("time")?.getAttribute("datetime");
    if (name) projects.push({ name, desc, stars, forks, updated });
  });
  return JSON.stringify({ total: projects.length, projects: projects.slice(0, 20) });
})()`);

console.log(JSON.parse(data));
await spider.close();
✓ ready to run | spider-browser | TypeScript
Fetch API

Structured data endpoint

Extract structured JSON from gitlab.com with a single POST request. AI-configured selectors, cached for fast repeat calls.

POST /fetch/gitlab.com/
Project nameDescriptionStarsForksLanguageLast activity
curl
curl -X POST https://api.spider.cloud/fetch/gitlab.com/ \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"return_format": "json"}'
Python
import requests

resp = requests.post(
    "https://api.spider.cloud/fetch/gitlab.com/",
    headers={
        "Authorization": "Bearer YOUR_API_KEY",
        "Content-Type": "application/json",
    },
    json={"return_format": "json"},
)
print(resp.json())
Node.js
const resp = await fetch("https://api.spider.cloud/fetch/gitlab.com/", {
  method: "POST",
  headers: {
    "Authorization": "Bearer YOUR_API_KEY",
    "Content-Type": "application/json",
  },
  body: JSON.stringify({ return_format: "json" }),
});
const data = await resp.json();
console.log(data);
Extraction

Data you can extract

Project nameDescriptionStarsForksLanguageLast activityPipeline statusContributors
Rendering

React SPA handling

Full browser rendering for streaming content and dynamic React UI.

Content

Structured parsing

Extract code blocks, documentation, repository data, and metadata.

Waiting

Load completion

Smart network idle detection waits for dynamically loaded content to finish.

Related

More AI & Developer scrapers

Start scraping gitlab.com

Get your API key and start extracting data in minutes.