At a glance
- Firecrawl has 7,607 GitHub stars; 2 of the 12 alternatives have more (SeleniumBase and Apify).
- Most-starred alternative: SeleniumBase (13,069 stars).
- 9 of the 12 are tagged official (published by the vendor or the MCP project); 8 are in the official MCP Registry.
- Archived: Oxylabs.
Comparison
| Server | Description | Stars | Last push | Status | Official registry | Tagged |
|---|---|---|---|---|---|---|
| Firecrawl ↗ | Firecrawl MCP server for crawling and extracting clean web content. | 7,607 | 2026-10-15 | Active | — | community |
| SeleniumBase ↗ | Official SeleniumBase MCP server for browser automation, testing, and web scraping in CDP Mode. | 13,069 | 2026-10-13 | Active | Yes | official |
| Apify ↗ | Official Apify MCP server for running store actors and web scrapers. | 11,279 | 2026-10-14 | Active | Yes | official |
| Wigolo ↗ | Local-first search, fetch, crawl, and research for coding agents over MCP; no API keys for core. | 5,476 | 2026-10-14 | Active | Yes | — |
| Bright Data ↗ | Official Bright Data MCP server for web access and data extraction. | 2,677 | 2026-10-14 | Active | Yes | official |
| Webclaw ↗ | Local-first web content extraction for LLMs in Rust: scrape, crawl, and extract structured data. | 2,379 | 2026-10-15 | Active | — | — |
| CRW ↗ | Rust web scraper, crawler, and search API with an MCP server. | 1,131 | 2026-10-14 | Active | Yes | — |
| Jina AI ↗ | Official Jina AI remote MCP server for reading URLs, web search, embeddings, and reranking. | 882 | 2026-10-15 | Active | — | official |
| AgentQL ↗ | Official AgentQL MCP server to extract structured data from web pages with natural-language queries. | 181 | 2026-10-08 | Active | — | official |
| Search1API ↗ | Web and news search, page crawling, sitemaps, and trending topics through Search1API. | 173 | 2026-10-15 | Active | Yes | official |
| ScrapeGraphAI ↗ | Official ScrapeGraphAI MCP server that turns web pages into structured data and markdown. | 115 | 2026-07-17 | Active | Yes | official |
| Crawlbase ↗ | Official Crawlbase MCP server for rendered web data and screenshots. | 58 | 2026-04-23 | Active | — | official |
| Oxylabs ↗ | Official Oxylabs MCP server for web scraping APIs. | 104 | 2026-09-07 | Archived | Yes | official |
Stars are for each server's own repository; servers that share a monorepo show "—". Tagged: official (published by the vendor or the MCP project) or community, as tagged in this directory. Status: Archived = the GitHub repo is archived; Stale = no push in the 12 months before the stats refresh. Sorted by stars, archived last. More in all crawl MCP servers.