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Best MCP Servers for Web Scraping & Crawling
MCP servers that give AI agents reliable web scraping, crawling, and structured data extraction - Firecrawl, Bright Data, Apify, Oxylabs, and other production scrapers. We audit each for prompt-injection exposure from untrusted page content and for the quality of its extraction tools, so your agent ingests the web safely. Sorted by CheckMCP audit grade.
9 servers, ranked by independent MCP Score. Click any to see its full security & quality audit.
| 01 | firecrawl-mcp-server mendableai/firecrawl-mcp-server | ◆ repo★ 6.7k | 100A |
| 02 | brightdata-mcp brightdata/brightdata-mcp | ◆ repo★ 2.5k | 98A |
| 03 | apify-mcp-server apify/actors-mcp-server | ◆ repo★ 1.4k | 98A |
| 04 | agentql-mcp tinyfish-io/agentql-mcp | ◆ repo★ 174 | 91A |
| 05 | oxylabs-mcp oxylabs/oxylabs-mcp | ◆ repo★ 98 | 91A |
| 06 | mcp supadata-ai/mcp | ◆ repo★ 57 | 90A |
| 07 | mcp-server Decodo/decodo-mcp-server | ◆ repo★ 30 | 61D |
| 08 | scrapeless-mcp-server scrapeless-ai/scrapeless-mcp-server | ◆ repo★ 162 | 59D |
| 09 | crawlbase-mcp crawlbase/crawlbase-mcp | ◆ repo★ 56 | 59D |
Best MCP Servers for Web Scraping & Crawling — FAQ
What is the best MCP Servers for Web Scraping & Crawling MCP server?+
By CheckMCP's audit, firecrawl-mcp-server ranks highest in "Best MCP Servers for Web Scraping & Crawling" with an MCP Score of 100/100 (grade A). This page ranks 9 audited MCP servers by their vendor-neutral CheckMCP score (security, tool design, reliability, context-cost). Re-audit any of them at checkmcp.dev.
How are these MCP servers ranked?+
Every server on this page is independently audited by CheckMCP and scored 0–100 across weighted pillars — for live endpoints: security (OWASP MCP Top 10), tool design, schemas, reliability and context-cost; for repos: maintenance, license, adoption and documentation. Higher score = higher rank. No vendor pays for placement.
Are these MCP servers safe to use?+
Each listing links to a full CheckMCP report showing its grade, per-pillar breakdown and any security findings (tool poisoning, hardcoded secrets, the lethal trifecta). Grade A/B servers passed with no or only minor issues; check the individual report before connecting any server to sensitive data or tools.