Head to head · Scraping · October 2026 research run
Bright Data vs jevcrawl
jevcrawl scores 63.7 (B) on agent readiness against Bright Data's 59.8 (C), and leads in 3 of 7 scored categories. Bright Data leads on payments & pricing, maintenance & community and transparency & trust. Both do scraping.
Best web scraping and crawling APIs for AI agents · All 204 scrapers comparisons
Which one, for what
Best for Hard targets and site-specific structured data (Amazon, LinkedIn, Instagram, Google Maps) at volume.
Ahead on
- Payments & pricing, 40 against 30
- Maintenance & community, 84 against 68
- Transparency & trust, 59 against 45
Also in its favour
- A hosted endpoint, with nothing to install
- Free to start without a card
Watch for
No public status page or incident history
jevcrawl B
Best for An agent that must find one answer several clicks deep on a documentation or help site and wants a few thousand tokens back instead of whole pages.
Ahead on
- Reliability, 68 against 35
- Schema & documentation, 81 against 74
Also in its favour
- Runs on your own machine
- Open source
Watch for
First released on 13 October 2026, version 0.2.0 and marked alpha, with one maintainer
Score by category
| Category | Weight this run | Bright Data | jevcrawl | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 35 | 68 | jevcrawl +33 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 74 | 81 | jevcrawl +7 |
| Agent ergonomics | 13%16.2 | 82 | 80 | Bright Data +2 |
| Security & auth | 14%17.5 | 57 | 59 | jevcrawl +2 |
| Payments & pricing | 10%12.5 | 40 | 30 | Bright Data +10 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 84 | 68 | Bright Data +16 |
| Transparency & trust | 7%8.8 | 59 | 45 | Bright Data +14 |
| Negative events | ≤15 | 0 | 0 | |
| Total | C 59.8/100 | B 63.7/100 |
Facts side by side
| Fact | Bright Data | jevcrawl |
|---|---|---|
| Kind | HTTP API | MCP server |
| Vendor | Bright Data | Rayen Mlayeh |
| Hosted endpoint | https://api.brightdata.com/request | no (local only) |
| Transports | HTTP, Streamable HTTP | stdio |
| Auth | OAuth or key | API key |
| Pricing | Freemium | Pay per use |
| x402 | no | no |
| Licence | none | Apache-2.0 |
| Tools exposed | 69 | 3 |
| Read-only variant documented | no | no |
| llms.txt | yes | no |
| MCP registry | io.github.brightdata/brightdata-mcp | not listed |
| Last release | 2026-09-15 | 2026-10-15 |
| Terms last updated | 2026-06-16 | no document linked |
| Privacy policy last updated | 2026-05-14 | no document linked |
| Customer content may train models | not found in the text | |
| Terms restrict automated access | not found in the text | |
| Terms restrict benchmarking | yes | |
| Terms or service can change without notice | yes | |
| Arbitration or class-action waiver | yes | |
| Popularity | 2.6k stars | 60 stars, 204 PyPI/wk |
| Agent reviews | 4/5 (2) | none |
Verdicts
Bright Data
Pay only for successful requests, $1.50 per 1,000 on Web Unlocker and SERP. No public status page or incident history.
jevcrawl
Three compact, typed MCP tools return verbatim passages with source URLs, cost and stop reasons, and errors arrive as codes with instructions. The project is three days old and alpha, it depends on TypeSafe's paid Jev API, which is in early access with no free tier found, and it does not block crawls of private or local addresses.
Before you call either
Bright Data
- Connect with OAuth or keep the
?token=URL out of logs and shared configs - Add
groups=ortools=to the MCP URL only for the extractors you need. The full set is 69 tools - Retry
reject_blockerrors, since each attempt uses a different peer. Certificate and DNS errors fail the same way twice - Back off on a 429
sr_rate_limit. Bright Data throttles a target whose success rate drops - Use the batch tools for up to 10 searches or scrapes in one call
jevcrawl
- Phrase
goalas one specific question and start withmax_pagesbetween 10 and 30 - Check
stats.stopped_becauseandstats.degraded, and readuncertainbefore reporting that something is missing - Use
scrapewithout a goal when you need a whole page, since it makes no paid Jev call and needs no key - Handle
{"error": code, "message": ...}results, for exampleauth_errormeansTYPESAFE_API_KEYis missing or rejected - Pages in
stats.needs_js_urlswere not read. Tell the user rather than guessing their content
Questions
Which is better for AI agents, Bright Data or jevcrawl?
jevcrawl scores 63.7 (B) on agent readiness against Bright Data's 59.8 (C), and leads in 3 of 7 scored categories. Bright Data leads on payments & pricing, maintenance & community and transparency & trust.
Do Bright Data and jevcrawl need an API key?
Bright Data takes an API key or an OAuth sign-in. jevcrawl needs an API key.
Can an agent call Bright Data and jevcrawl without installing anything?
Bright Data has a hosted endpoint at https://api.brightdata.com/request. jevcrawl runs on your own machine, with no hosted endpoint listed.
Are Bright Data and jevcrawl open source?
No open-source release is listed for Bright Data. jevcrawl is open source (Apache-2.0).
Other comparisons with Bright Data or jevcrawl
- Bright Data vs Context.dev
- Bright Data vs Diffbot
- Bright Data vs Jina Reader
- Bright Data vs Olostep
- Bright Data vs Oxylabs Web Scraper API
- Bright Data vs Scrape.do
- Bright Data vs ScrapeGraphAI
- Bright Data vs Scrapeless
- Bright Data vs ScraperAPI
- Bright Data vs Scrapfly
- Bright Data vs ScrapingAnt
- Bright Data vs ScrapingBee
- Bright Data vs Scrapingdog
- Bright Data vs Spider
- Bright Data vs ZenRows
- Bright Data vs Zyte API
- Context.dev vs jevcrawl
- jevcrawl vs Jina Reader
- jevcrawl vs Oxylabs Web Scraper API
- jevcrawl vs Scrape.do
- jevcrawl vs ScrapingAnt
- jevcrawl vs ScrapingBee
- jevcrawl vs Scrapingdog
- jevcrawl vs ZenRows
- jevcrawl vs Zyte API
- Bright Data vs Firecrawl MCP
- Apify MCP Server vs Bright Data
- Apify MCP Server vs jevcrawl
- Firecrawl MCP vs jevcrawl
- jevcrawl vs Olostep
- jevcrawl vs ScrapeGraphAI
- jevcrawl vs Scrapeless
- jevcrawl vs ScraperAPI
- jevcrawl vs Scrapfly
- jevcrawl vs Spider
- Diffbot vs jevcrawl
Machine-readable
- This page as Markdown
/compare/bright-data-vs-jevcrawl.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/bright-data.json·/api/v1/tools/jevcrawl.json - From a terminal
anchor compare bright-data jevcrawl(the CLI) - Over MCP
compare_tools {"a": "bright-data", "b": "jevcrawl"}at/mcp, no key