AWS MCP Servers vs Firecrawl MCP
AWS MCP Servers (Cloud & Infrastructure) and Firecrawl MCP (Web Scraping & Crawling) are both MCP servers. AWS MCP Servers has more GitHub stars (9.3K vs 6.5K). Choose AWS MCP Servers for Query AWS documentation, or Firecrawl MCP for Crawl and scrape websites.
Comparison
| Attribute | AWS MCP Servers | Firecrawl MCP |
|---|---|---|
| Category | Cloud & Infrastructure | Web Scraping & Crawling |
| GitHub stars | 9,251 | 6,539 |
| Forks | 1,576 | 753 |
| License | Apache-2.0 | MIT |
| Last commit | Jun 11, 2026 | Jun 9, 2026 |
| Supported clients | Claude Desktop, Cursor, VS Code, Cline | Claude Desktop, Cursor, VS Code, Windsurf, Cline |
| Best for | Query AWS documentation | Crawl and scrape websites |
| Risk level | High | High |
| Popularity score | 75 | 71 |
| Freshness score | 100 | 100 |
| Maintenance score | 90 | 95 |
| GEO score | 65 | 64 |
When to choose AWS MCP Servers
- You want broader GitHub adoption — AWS MCP Servers has 9.3K stars vs 6.5K.
- You want the more recently maintained option (last commit Jun 11, 2026).
- Your main use case is Query AWS documentation.
When to choose Firecrawl MCP
- Your main use case is Crawl and scrape websites.
Alternatives to AWS MCP Servers and Firecrawl MCP
- Cloudflare MCP★ 3.8K · Cloud & Infrastructure
manage Cloudflare Workers, DNS, KV, R2, and account resources
- Filesystem MCP★ 87K · Files & Storage
read, write, and search files in allowed local directories
- Google Drive MCP★ 87K · Files & Storage
search and read files stored in Google Drive
- Apify Actors MCP★ 1.3K · Web Scraping & Crawling
run thousands of prebuilt Apify Actors to scrape and automate the web
- Exa MCP★ 4.6K · Search & Retrieval
search the web and retrieve high-quality, AI-ready results in real time
Frequently asked questions
What is the difference between AWS MCP Servers and Firecrawl MCP?
AWS MCP Servers is an MCP server that helps AI assistants interact with AWS services and documentation through specialized MCP servers. Firecrawl MCP is an MCP server that helps AI assistants crawl websites and convert pages into clean markdown or structured data. AWS MCP Servers is best for Query AWS documentation, while Firecrawl MCP is best for Crawl and scrape websites.
Is AWS MCP Servers or Firecrawl MCP more popular on GitHub?
AWS MCP Servers is more popular, with about 9.3K GitHub stars versus 6.5K.
Which is more actively maintained, AWS MCP Servers or Firecrawl MCP?
AWS MCP Servers's most recent commit was Jun 11, 2026, and Firecrawl MCP's was Jun 9, 2026. More recent activity is a signal of active maintenance.
Are AWS MCP Servers and Firecrawl MCP open source?
AWS MCP Servers is open-source under the Apache-2.0 license. Firecrawl MCP is open-source under the MIT license.
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