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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★ 7.3k | 100A |
| 02 | apify-mcp-server apify/actors-mcp-server | ◆ repo★ 4.7k | 98A |
| 03 | brightdata-mcp brightdata/brightdata-mcp | ◆ repo★ 2.6k | 98A |
| 04 | agentql-mcp tinyfish-io/agentql-mcp | ◆ repo★ 177 | 91A |
| 05 | oxylabs-mcp oxylabs/oxylabs-mcp | ◆ repo★ 101 | 91A |
| 06 | mcp supadata-ai/mcp | ◆ repo★ 62 | 84B |
| 07 | scrapeless-mcp-server scrapeless-ai/scrapeless-mcp-server | ◆ repo★ 168 | 83B |
| 08 | mcp-server Decodo/decodo-mcp-server | ◆ repo★ 34 | 61D |
| 09 | crawlbase-mcp crawlbase/crawlbase-mcp | ◆ repo★ 55 | 51F |
Best MCP Servers for Web Scraping & Crawling — FAQ
What is the best MCP server for web scraping & crawling?+
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. Ordering reflects the audit (popularity lists are ordered by GitHub stars instead) — no vendor pays for placement.
Which of these MCP servers are abandoned or failing?+
2 of the 9 servers audited on this page carry a failing grade (D or F) — crawlbase-mcp scores lowest at 51/100 (grade F). CheckMCP re-audits continuously, so a server that stops shipping fixes, loses its license or gets archived drops here on its own. Open any listing for the per-pillar breakdown behind its grade.
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.