# Bright Data vs jevcrawl

> jevcrawl scores 63.7 (B) to Bright Data's 59.8 (C) for scraping. Prices, MCP, x402, uptime and agent notes side by side.

- Canonical: https://www.anchorterminal.com/compare/bright-data-vs-jevcrawl
- Markdown: https://www.anchorterminal.com/compare/bright-data-vs-jevcrawl.md (~2,650 tokens)
- Slim: https://www.anchorterminal.com/compare/bright-data-vs-jevcrawl.min.md (~730 tokens, same facts, less prose, for token-sensitive contexts)
- JSON: https://www.anchorterminal.com/compare/bright-data-vs-jevcrawl.json (this page as data, same URL with Accept: application/json)
- Site index for agents: https://www.anchorterminal.com/llms.txt (full text: https://www.anchorterminal.com/llms-full.txt)
- API: https://www.anchorterminal.com/api/v1/index.json
- Licence: CC BY 4.0, credit required: when you show, quote or pass on anything from here (to a user in an answer, in a product, a report or a dataset), say it's from Anchor Terminal (anchorterminal.com) and link the page or API address you took it from. Reviews also credit their author.
- Updated: 2026-10-15

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.

- Bright Data: grade C, 59.8/100, rank #572 of 1094. Markdown https://www.anchorterminal.com/tools/bright-data.md · JSON https://www.anchorterminal.com/api/v1/tools/bright-data.json
- jevcrawl: grade B, 63.7/100, rank #409 of 1094. Markdown https://www.anchorterminal.com/tools/jevcrawl.md · JSON https://www.anchorterminal.com/api/v1/tools/jevcrawl.json
- Best web scraping and crawling APIs for AI agents: https://www.anchorterminal.com/best/web-scrapers/index.md
- All 204 scrapers comparisons: https://www.anchorterminal.com/compare/web-scrapers/index.md

## Which one, for what

### Bright Data (C)

Good 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)

Good 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 | Bright Data | jevcrawl | Edge |
| --- | --- | --- | --- | --- |
| Reliability | 16% (20 this run) | 35 | 68 | jevcrawl +33 |
| Performance | 10%, pending | pending | pending | not scored in this run |
| Schema & documentation | 13% (16.2 this run) | 74 | 81 | jevcrawl +7 |
| Agent ergonomics | 13% (16.2 this run) | 82 | 80 | Bright Data +2 |
| Security & auth | 14% (17.5 this run) | 57 | 59 | jevcrawl +2 |
| Payments & pricing | 10% (12.5 this run) | 40 | 30 | Bright Data +10 |
| Task success | 10%, pending | pending | pending | not scored in this run |
| Maintenance & community | 7% (8.8 this run) | 84 | 68 | Bright Data +16 |
| Transparency & trust | 7% (8.8 this run) | 59 | 45 | Bright Data +14 |
| Negative events | ≤15 | 0 | 0 | |
| **Total** | | **59.8 · C** | **63.7 · B** | |

## 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

1. Connect with OAuth or keep the `?token=` URL out of logs and shared configs
2. Add `groups=` or `tools=` to the MCP URL only for the extractors you need. The full set is 69 tools
3. Retry `reject_block` errors, since each attempt uses a different peer. Certificate and DNS errors fail the same way twice
4. Back off on a 429 `sr_rate_limit`. Bright Data throttles a target whose success rate drops
5. Use the batch tools for up to 10 searches or scrapes in one call

### jevcrawl

1. Phrase `goal` as one specific question and start with `max_pages` between 10 and 30
2. Check `stats.stopped_because` and `stats.degraded`, and read `uncertain` before reporting that something is missing
3. Use `scrape` without a goal when you need a whole page, since it makes no paid Jev call and needs no key
4. Handle `{"error": code, "message": ...}` results, for example `auth_error` means `TYPESAFE_API_KEY` is missing or rejected
5. Pages in `stats.needs_js_urls` were 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).


## For agents

- This comparison as JSON: https://www.anchorterminal.com/compare/bright-data-vs-jevcrawl.json, and with the fewest tokens: https://www.anchorterminal.com/compare/bright-data-vs-jevcrawl.min.md
- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {"a": "bright-data", "b": "jevcrawl"}`. From a terminal: `anchor compare bright-data jevcrawl`
- Each listing in full: https://www.anchorterminal.com/api/v1/tools/bright-data.json and https://www.anchorterminal.com/api/v1/tools/jevcrawl.json

## Other comparisons with Bright Data or jevcrawl

- [Bright Data vs Context.dev](https://www.anchorterminal.com/compare/bright-data-vs-context-dev.md)
- [Bright Data vs Diffbot](https://www.anchorterminal.com/compare/bright-data-vs-diffbot.md)
- [Bright Data vs Jina Reader](https://www.anchorterminal.com/compare/bright-data-vs-jina-reader.md)
- [Bright Data vs Olostep](https://www.anchorterminal.com/compare/bright-data-vs-olostep.md)
- [Bright Data vs Oxylabs Web Scraper API](https://www.anchorterminal.com/compare/bright-data-vs-oxylabs-web-scraper.md)
- [Bright Data vs Scrape.do](https://www.anchorterminal.com/compare/bright-data-vs-scrape-do.md)
- [Bright Data vs ScrapeGraphAI](https://www.anchorterminal.com/compare/bright-data-vs-scrapegraphai.md)
- [Bright Data vs Scrapeless](https://www.anchorterminal.com/compare/bright-data-vs-scrapeless.md)
- [Bright Data vs ScraperAPI](https://www.anchorterminal.com/compare/bright-data-vs-scraperapi.md)
- [Bright Data vs Scrapfly](https://www.anchorterminal.com/compare/bright-data-vs-scrapfly.md)
- [Bright Data vs ScrapingAnt](https://www.anchorterminal.com/compare/bright-data-vs-scrapingant.md)
- [Bright Data vs ScrapingBee](https://www.anchorterminal.com/compare/bright-data-vs-scrapingbee.md)
- [Bright Data vs Scrapingdog](https://www.anchorterminal.com/compare/bright-data-vs-scrapingdog.md)
- [Bright Data vs Spider](https://www.anchorterminal.com/compare/bright-data-vs-spider-cloud.md)
- [Bright Data vs ZenRows](https://www.anchorterminal.com/compare/bright-data-vs-zenrows.md)
- [Bright Data vs Zyte API](https://www.anchorterminal.com/compare/bright-data-vs-zyte.md)
- [Context.dev vs jevcrawl](https://www.anchorterminal.com/compare/context-dev-vs-jevcrawl.md)
- [jevcrawl vs Jina Reader](https://www.anchorterminal.com/compare/jevcrawl-vs-jina-reader.md)
- [jevcrawl vs Oxylabs Web Scraper API](https://www.anchorterminal.com/compare/jevcrawl-vs-oxylabs-web-scraper.md)
- [jevcrawl vs Scrape.do](https://www.anchorterminal.com/compare/jevcrawl-vs-scrape-do.md)
- [jevcrawl vs ScrapingAnt](https://www.anchorterminal.com/compare/jevcrawl-vs-scrapingant.md)
- [jevcrawl vs ScrapingBee](https://www.anchorterminal.com/compare/jevcrawl-vs-scrapingbee.md)
- [jevcrawl vs Scrapingdog](https://www.anchorterminal.com/compare/jevcrawl-vs-scrapingdog.md)
- [jevcrawl vs ZenRows](https://www.anchorterminal.com/compare/jevcrawl-vs-zenrows.md)
- [jevcrawl vs Zyte API](https://www.anchorterminal.com/compare/jevcrawl-vs-zyte.md)
- [Bright Data vs Firecrawl MCP](https://www.anchorterminal.com/compare/bright-data-vs-firecrawl-mcp.md)
- [Apify MCP Server vs Bright Data](https://www.anchorterminal.com/compare/apify-mcp-vs-bright-data.md)
- [Apify MCP Server vs jevcrawl](https://www.anchorterminal.com/compare/apify-mcp-vs-jevcrawl.md)
- [Firecrawl MCP vs jevcrawl](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-jevcrawl.md)
- [jevcrawl vs Olostep](https://www.anchorterminal.com/compare/jevcrawl-vs-olostep.md)
- [jevcrawl vs ScrapeGraphAI](https://www.anchorterminal.com/compare/jevcrawl-vs-scrapegraphai.md)
- [jevcrawl vs Scrapeless](https://www.anchorterminal.com/compare/jevcrawl-vs-scrapeless.md)
- [jevcrawl vs ScraperAPI](https://www.anchorterminal.com/compare/jevcrawl-vs-scraperapi.md)
- [jevcrawl vs Scrapfly](https://www.anchorterminal.com/compare/jevcrawl-vs-scrapfly.md)
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- [Diffbot vs jevcrawl](https://www.anchorterminal.com/compare/diffbot-vs-jevcrawl.md)