worldunboxer🔥$0.10/1K jobs. Advanced filters, 23 data fields, JSON/CSV/Excel export, cron schedules, webhooks and MCP for AI agents. Scrape Linkedin job postings without login cookies. Cost Effective Linkedin Jobs API for recruiting, job boards, lead generation and AI agents.
Publisher description, verbatimon LinkedIn, by users in the last 30 days among actors classified to this platform.
best #5 for “linkedin scraper mcp”
The scraper delivers fast, reliable, cleanly structured results with easy, no-login use and low cost, but it fails on completeness and some accuracy fields (mixed job types, wrong dates), has a broken easy-apply field, and recently increased its price.
| Theme | Sentiment | Said | What they mean |
|---|---|---|---|
| Does it return everything | 0 praised · 4 complained | 4 | missing job type and category informationno experience-level or filtering options“Your job tool is great. Can you please add the flexibility of choosing the experience level. Like if I just want to choose entry level and mid senior or just director and mid senior etc” — 5/5 |
| Is the data right | 1 praised · 2 complained | 3 | clean, structured output suitable for parsingreturns broad, mixed job types“The worldunboxer/rapid-linkedin-scraper has a fundamental problem — it doesn't filter by job function/category. Even with "Java Spring Boot Backend Engineer" as the query, LinkedIn's public search returns a broad mix of all job types. This actor scrapes whatever LinkedIn returns without role-type filtering.” — 1/5 |
| Does it run | 3 praised · 1 complained | 4 | stable performance and handles large scrapesintegrates well with MCP tooling“Really great scaping tool 🔥. Better than other scrapers on apify. I tried scraping 5000 jobs and it did smoothly. Also it was faster than expected.” — 5/5 |
| What it costs | 2 praised · 1 complained | 3 | free and highly cost-effective for usersrecent notable price increase reported“This actor is very efficient and cost effective.” — 5/5 |
| How fast | 5 praised · 0 complained | 5 | fast scraping and quick job searchesconsistently faster than expected in tests“Tried a few LinkedIn scrapers, and this one just works. Fast, reliable, and works great 👍 with MCP tools.” — 5/5 |
| Setup and docs | 1 praised · 0 complained | 1 | no login or cookies required“I tried the Rapid LinkedIn Jobs Scraper while working on a small job-market research project, and it turned out to be genuinely useful. What I liked most is that it works without login or cookies — I didn’t have to deal with LinkedIn restrictions or account issues. The scraping speed is fast, and it pulled the main details I needed, like job title, company name, location, and salary (when available). The data comes out clean and structured, which saved me a lot of time compared to manual scraping. It’s not perfect — some listings don’t include salary info, (maybe LinkedIn didn't provided in the description) and filtering options could be better — but for a free-to-try tool, it does the job surprisingly well. Overall, it’s a solid option if you need LinkedIn job data quickly without complicated setup.” — 5/5 |
The actors either side of #35 of 1,727, ranked by users in the last 30 days. Same platform, adjacent adoption — the comparable set.
| # | Actor | Grade | Price / 1k | Users /30d | Success | Rating | Age | Fresh | |
|---|---|---|---|---|---|---|---|---|---|
| 30 | B | EVT$5.00 /1k profilefair price | 7219,186 total | 98.5% | 4.9 | 21m | aging | ||
| 31 | B | EVT$100 /1k apify-actor-startsteep price | 71517.5K total | 99.3% | 4.0 | 13m | fresh | ||
| 32 | B | RES$5.00 /1k | 6426,008 total | 100.0% | 5.0 | 19m | aging | ||
| 33 | B | RES$2.00 /1k | 6341,966 total | 99.9% | 4.8 | 15m | fresh | ||
| 34 | B | EVT$2.00 /1k lead-returnedgood price | 6124,797 total | 99.7% | 3.9 | 7m | fresh | ||
| 35 | B | EVT$0.10 /1k job-quickgood price | 57815.7K total | 99.0% | 3.9 | 21m | fresh | This | |
| 36 | B | EVT$6.00 /1k profile-foundhigh price | 5522,966 total | 97.0% | 5.0 | 3m | fresh | ||
| 37 | C | RES$5.00 /1k | 5435,915 total | 100.0% | 3.7 | 23m | aging | ||
| 38 | B | RES$5.00 /1k | 53812.1K total | 100.0% | 4.4 | 22m | fresh | ||
| 39 | D | FREEfree | 5113,050 total | 21.7% | 4.7 | 3.4y | fresh | ||
| 40 | C | EVT$3.00 /1k profilefair price | 50916.0K total | 98.7% | 3.3 | 3.3y | fresh |
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⚡️Rapid Linkedin Jobs Scraper
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