Web Scraping & Crawling — AI projects ranked by momentum
17 tracked AI & agent projects in the Web Scraping & Crawling domain, ranked weekly by growth signals computed from daily GitHub, npm, and PyPI snapshots.
Data as of 2026-06-18 · scores for week of 2026-06-08 · updated weekly
All Web Scraping & Crawling projects, ranked
| # | Project | Category | Signal | Δ★ 7d | Total ★ |
|---|---|---|---|---|---|
| 1 | CRW Web Scraper ↗ | ai-agent | Stable | +29 | 188 |
| 2 | Scrapling MCP Server ↗ | ai-infrastructure | 🔥 Trending | +1,841 | 64,686 |
| 3 | Firecrawl ↗ | ai-infrastructure | 🔥 Trending | +3,029 | 134,280 |
| 4 | io.github.brightdata/brightdata-mcp ↗ | mcp-server | Stable | +9 | 2,454 |
| 5 | Firecrawl MCP Server ↗ | mcp-server | Stable | +76 | 6,615 |
| 6 | Flyto Core ↗ | ai-agent | Stable | +1 | 274 |
| 7 | ai.exa/exa ↗ | mcp-server | Stable | +28 | 4,589 |
| 8 | io.github.TickTockBent/charlotte ↗ | mcp-server | Stable | +0 | 147 |
| 9 | io.github.achiya-automation/safari-mcp ↗ | mcp-server | Stable | +4 | 115 |
| 10 | Xquik MCP Server ↗ | mcp-server | Stable | +1 | 113 |
| 11 | ai.smithery/pinkpixel-dev-web-scout-mcp ↗ | mcp-server | Stable | -1 | 130 |
| 12 | Stealth Browser MCP ↗ | mcp-server | No score yet | +0 | 692 |
| 13 | Graphlit MCP Server ↗ | mcp-server | No score yet | +0 | 375 |
| 14 | AgentQL MCP Server ↗ | mcp-server | No score yet | +0 | 174 |
| 15 | hanzi-browse ↗ | ai-agent | No score yet | +0 | 168 |
| 16 | read-website-fast ↗ | mcp-server | No score yet | +0 | 155 |
| 17 | open_browser_use ↗ | ai-agent | No score yet | +0 | 150 |