Head to head
Web Research vs PyreCrawl
Same numbers we show everywhere else, lined up. Ratings come from users, the grade comes from our scanner, adoption comes from public registries.
Web Research
Cio.github.CSOAI-ORG/web-research-mcpNo reviews yet
AI-powered web research MCP server for agents. Supports web search, browse page, extract...
Full listingNo reviews yet
Web scraping + research toolkit for AI agents: scrape, crawl, monitor URLs with anti-bot bypass.
Full listingThe short version
Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. The safety scan favours PyreCrawl (92/100 against 65). PyreCrawl has noticeably more public adoption.
| Web Research | PyreCrawl | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | C65/100 | A92/100 |
| Adoption | New | Growing |
| GitHub stars | – | 16 |
| Downloads / week | 21 | 153 |
| Runs where | Your machine (local) | Your machine (local) |
| Gateway-ready | No | No |
| Tools | 7 | — |
| Write actions | 1 | — |
| Price per call | Free | Free |
| Licence | — | MIT |
| Last release | — | 2026-09-19 |
| Category | Scraping and browsing | Scraping and browsing |