Research & Academic Jobs Scraper — 10 Sources

Polymarket Prediction Market Scraper

parseforge/polymarket-scraper

Scrape Polymarket prediction markets at scale. Live odds, volume, liquidity, outcomes, and resolution history. Filter by category, status, date, or volume. Optional CLOB orderbook depth.

Indeed job scraper for jobs, salaries, skills, company ratings, benefits, and remote-work data across 8 countries. Build role-location salary grids, exports, webhooks, and optional compensation briefs.

Reddit Scraper - Posts, Comments, Search & Subreddits ($2/1k)

harshmaur/reddit-scraper

Scrape Reddit posts, comments, subreddits, user profiles, and keyword search results - no API key, no rate limits, no login. From $2 per 1,000 results, pay only for what you use. Full comment threads, 60+ fields per post, media and galleries. Works with AI Agents, MCP, n8n, Make, Zapier and more.

Reddit Scraper Pro

harshmaur/reddit-scraper-pro

Reddit Scraper Pro is a powerful, unlimited scraping for $20/mo for extracting data from Reddit. Scrape posts, users, comments, and communities with advanced search capabilities. Perfect for brand monitoring, trend tracking, and competitor research. Supports make, n8n integrations

Kiwi Flight Search Scraper

ecomscrape/kiwi-flight-search-scraper

Extract comprehensive flight data from Kiwi.com's virtual interlining platform. Access prices, routes, airlines, and booking options from 750+ carriers worldwide. Perfect for travel businesses, price comparison, and market research with detailed output including price, duration, and booking data.

Hacker News Search — Stories, Comments & Developer Sentiment

ryanclinton/hackernews-search

Search and extract stories, comments, polls, Show HN, and Ask HN posts from Hacker News. This actor uses the Algolia HN Search API to find content by keyword, filter by author, date range, minimum points, and comment count -- then returns clean, structured JSON ready for analysis, monitoring, or ...

Physical Therapist Email Scraper

contacts-api/physical-therapist-email-scraper

Physical therapist email scraper to collect verified therapist emails from clinics, rehab centers, and healthcare directories 📧🏥 Ideal for outreach, partnerships, and healthcare lead generation.

YouTube Transcript Scraper & Captions

harvestlab/youtube-scraper

YouTube transcript scraper and transcript API alternative for public videos, channels, and searches. Export captions, subtitles, timestamped segments, metadata, comments, AI chapters, and MCP connector summaries.

Product Hunt Launch Monitor - Upvote Velocity & AI

harvestlab/producthunt-scraper

Monitor Product Hunt launches, makers, topics, comments, upvote velocity, and breakout momentum for VC deal flow, competitor tracking, startup research, and Slack, webhook, or MCP connector alerts.

SEC Insider Trading Tracker — Form 4 API

ryanclinton/sec-insider-trading

Real-time SEC Form 4 API for behavioural insider-trading signal classification. Detects officer cluster buys, executive disposals, regime shifts. Suppresses compensation noise. Deterministic JSON output for hedge funds, compliance, and AI-agent workflows. No API key needed.