AWS MCP Servers vs Firecrawl MCP
AWS MCP Servers and Firecrawl MCP are close in benchmark score; choose based on use case and supported integrations. AWS MCP Servers scores 22/100 and Firecrawl MCP scores 25/100.
Comparison
| Attribute | AWS MCP Servers | Firecrawl MCP |
|---|---|---|
| Category | Cloud & Infrastructure | Web Scraping & Crawling |
| GitHub stars | 9,489 | 7,025 |
| Forks | 1,656 | 815 |
| License | Apache-2.0 | MIT |
| Last commit | Jul 23, 2026 | Jul 21, 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 | 95 | 95 |
| GEO score | 66 | 64 |
| Benchmark score | 22 | 25 |
| Install status | unknown | unknown |
| Startup status | unknown | unknown |
| Capability discovery | skipped missing config | skipped missing env |
| Capabilities | 0 tools / 0 resources / 0 prompts | 0 tools / 0 resources / 0 prompts |
| Docs score | 0 | 0 |
| Config score | 0 | 0 |
| Safety score | 0 | 0 |
| Last tested | Unknown | Unknown |
When to choose AWS MCP Servers
- You want broader GitHub adoption — AWS MCP Servers has 9.5K stars vs 7K.
- You want the more recently maintained option (last commit Jul 23, 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
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- canaryusers★ 0 · Cloud & Infrastructure
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- cuongpo-coti-mcp★ 0 · Cloud & Infrastructure
connect to the COTI blockchain to manage accounts, transfer native tokens, and deploy and operate…
- Marcora★ 0 · Cloud & Infrastructure
tools for creating on-brand marketing content using Marcora's intelligent context infrastructure
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 9.5K GitHub stars versus 7K.
Which is more actively maintained, AWS MCP Servers or Firecrawl MCP?
AWS MCP Servers's most recent commit was Jul 23, 2026, and Firecrawl MCP's was Jul 21, 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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