Firecrawl vs MinerU

Side-by-side comparison of two AI agent tools

Short answer

  • Firecrawl is growing faster: +14,035 GitHub stars in the last 30 days vs +3,732 for MinerU.
  • Pick Firecrawl for: the Web Data API for AI - Turn entire websites into LLM-ready markdown or structured data. Pick MinerU for: transforms complex documents like PDFs into LLM-ready markdown/JSON for your Agentic workflows.

From GitHub data refreshed daily.

🔥 The Web Data API for AI - Turn entire websites into LLM-ready markdown or structured data

MinerUfree

Transforms complex documents like PDFs into LLM-ready markdown/JSON for your Agentic workflows.

Metrics

FirecrawlMinerU
Stars188.1k81.0k
Star velocity /mo14.0k3.7k
Commits (90d)600905
Releases (6m)310
Downloads (30d, npm + PyPI)4.0M96.9K
Overall score0.83398424301551520.8796799796634358

Pros

  • +Industry-leading reliability with >80% success rate on complex websites including JavaScript-heavy and dynamic content
  • +AI-optimized output formats with clean markdown and structured data specifically designed for LLM consumption
  • +Comprehensive feature set including media parsing, interactive actions, batch processing, and authentication support
  • +专门针对 LLM 优化的输出格式,确保转换后的 Markdown/JSON 能够被 AI 模型高质量理解和处理
  • +支持复杂 PDF 文档的结构化解析,保持表格、图像和文本布局的完整性
  • +提供 Python SDK 和 Web 应用双重接口,既适合程序化集成也支持交互式使用

Cons

  • -Repository is still in development and not fully ready for self-hosted deployment
  • -API-based service likely requires subscription pricing for production use
  • -As a relatively new tool, long-term stability and support ecosystem may be uncertain
  • -主要专注于 PDF 处理,对其他文档格式的支持可能有限
  • -复杂文档的处理质量可能依赖于原始文档的质量和结构清晰度
  • -大规模批量处理时可能需要考虑计算资源和处理时间的平衡

Use Cases

  • •Building AI agents that need real-time web context and competitor intelligence
  • •Creating training datasets for LLMs by scraping and cleaning large volumes of web content
  • •Automating content monitoring and change detection for business intelligence applications
  • •构建 RAG(检索增强生成)系统时,将企业内部 PDF 文档转换为向量数据库可索引的格式
  • •为 AI 代理开发智能文档分析功能,自动提取和结构化合同、报告中的关键信息
  • •建立知识管理系统,将历史文档资料转换为可搜索和可查询的结构化数据

FAQ

Which is more popular, Firecrawl or MinerU?
Firecrawl has more GitHub stars (188,094 vs 81,025).
Which is more actively developed, Firecrawl or MinerU?
MinerU had more commits in the last 90 days (905 vs 600).
Should I use Firecrawl or MinerU?
Compare their capabilities, limitations and "best for" notes above. Trying each on a small task is the fastest way to decide.