
firecrawl
firecrawl/firecrawlThe context API to search, scrape, and interact with the web at scale. 🔥

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unclecode/crawl4ai
Official Crawl4AI Cloud: a hosted web scraping, extraction, and search API for AI agents. Free API key, 1,000 credits a month, no card. Fully open source: this repo is the Apache-2.0 crawler that powers it, and you can self-host it.
Topics
Don’t install what you can’t explain. Each of these free tools reads unclecode/crawl4ai when you swap github.com in its link for another address.
An interactive diagram of how the parts fit together. Generated by AI.
A written guide to the codebase, with a chat you can ask questions. Generated by AI.
Opens the code in VS Code in your browser. Needs a GitHub sign-in. Same as pressing . on any GitHub repo.
The whole project as a single text file to paste into Claude or another assistant. Large repos may not fit in one chat.
Or build it on your computer
npx techandria digest unclecode/crawl4aiBuilt from the current code, which Techandria hasn’t reviewed. The file says so at the top. Add --only src for part of a large repo.
A remote MCP server your agent can connect to and read the docs and code live while it works.
Add it to Claude Code
claude mcp add --transport http crawl4ai-docs https://gitmcp.io/unclecode/crawl4aiThe linked sites are independent services, not part of Techandria. They read the default branch as it is now, not the reviewed commit, and AI-written explanations can be wrong. Repository text you paste into an assistant can contain instructions aimed at it, so treat it as data. None of this is a security review.
Not available through Techandria. A library has no Techandria install path. Running an arbitrary program is a different risk from adding a reviewed skill.
You can still get the code from the source and read it yourself:
git clone https://github.com/unclecode/crawl4aiDiscovery metadata only. Nothing has been scanned or approved, so this is a listing — not a recommendation to run the code.
The badge shows this project's current review state and updates on its own — including if the state changes. It links back to this page.
[](https://techandria.com/project/unclecode/crawl4ai)No README could be fetched from GitHub for this repository.

The context API to search, scrape, and interact with the web at scale. 🔥

Python scraper based on AI

🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!

Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.