Updated March 10, 2026
Crawl4AI is an open-source, LLM-friendly web crawler that became the #1 trending GitHub repository. It provides asynchronous parallel crawling, structured data extraction, and markdown conversion optimized for feeding content into LLMs and RAG pipelines.
Linkup provides a search API for AI agents with real-time web search results.
What each tool does well, and the limitations to keep in mind.
Pros
Cons
Respan lets you trace LLM and agent calls across any model or framework, A/B test prompts on production traffic, and route requests across 500+ models through one gateway.