Google Browser Scraper is a self-hosted SERP API that gets Google results from a real Chrome browser and your own residential proxy, because plain HTTP scraping is refused and a fresh browser on a fresh IP is refused almost as fast. It warms a sticky proxy session with ordinary browsing first, lets the browser pass Google's checks, and then switches to a hybrid mode that fetches results pages directly over HTTPS with the browser's own cookies, at about 0.4 MB and 1.4 seconds per search on a warm IP. Every page comes back as SERP-style JSON with organic results, ads, related questions, related searches, pagination, the AI Overview, and local results. If a proxy IP starts serving poisoned pages for some other query, the scraper catches it within a few pages, drops that IP, and asks the query again on a fresh one. Captchas and blocks are reported as captchas and blocks, never disguised as an empty result set, so your pipeline knows when to retry or rotate. Run it as a CLI for keyword files, import it as a Python library, serve it as a local HTTP API, or expose the MCP server so AI agents get live Google search. Every run ends with a traffic and cost summary per thousand pages, and any sticky residential proxy works, with NodeMaven sessions handled for you. Running on a dedicated VPS on RepoCloud with guaranteed CPU, RAM, and SSD, full root SSH access, and a browser serial console. MIT licensed.

JobSpy API turns seven major job boards into a single REST endpoint, aggregating listings from LinkedIn, Indeed, Glassdoor, Google Jobs, ZipRecruiter, Bayt, and Naukri through one GET request. Built on FastAPI with the Python JobSpy scraping library, the API returns structured JSON or downloadable CSV containing job titles, companies, locations, salaries, descriptions, posting dates, and direct application URLs. Filters cover search terms, location, distance radius, job type (full-time, part-time, contract, internship), remote status, hours since posting, country, and salary range. Interactive Swagger UI and ReDoc interfaces provide try-it-now functionality for testing queries directly in the browser. Security includes x-api-key header authentication with configurable rotation, per-endpoint rate limiting with adjustable thresholds, and response caching with configurable TTL to reduce redundant scraping. Global proxy support routes outbound requests through HTTP/HTTPS proxies to avoid IP-based rate limiting from job boards. Environment variables control everything from default search parameters and logging levels to CORS origins and documentation paths. Health check and ping endpoints integrate with uptime monitoring services. Docker Compose exposes the API on a configurable port. MIT licensed.