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crw

fastcrw · fastcrw/crw

Cung cấp một API thu thập, tìm kiếm và cạo web nhanh, nhẹ với máy chủ MCP để các AI agent xử lý dữ liệu web.

fastCRW: Một giải pháp thay thế Firecrawl/Tavily nhanh, nhẹ bằng Rust. Web scraper, crawler & API tìm kiếm với MCP server dành cho AI agents. API tương thích Firecrawl có thể thay thế trực tiếp (/scrape, /crawl, /search). Nhanh hơn 2.3 lần so với Tavily, nhanh hơn 1.5 lần so với Firecrawl trong các benchmark 1K-URL. 6 MB RAM, một binary duy nhất. Tự host hoặc sử dụng cloud được quản lý.

1.1k sao90Giấy phép: AGPL-3.0Cập nhật 14 ngày trước0 lượt mở

Xem trước

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Bạn có thể làm gì với nó

  • Cạo nội dung trang web thành markdown sạch để AI phân tích.
  • Thực hiện tìm kiếm web và tùy chọn cạo các kết quả đã chọn trực tiếp từ AI agent.
  • Thu thập dữ liệu từ một trang web giới hạn để trích xuất dữ liệu từ nhiều trang.

Kiểm tra an toàn

Cẩn thận

Dùng được, nhưng nên đọc ghi chú trước.

  • ●Gửi biến môi trường hoặc token qua mạng.skills/crw-crawl/SKILL.md
  • ●Trình cài đặt tải script từ xa và chạy thẳng bằng shell.install.sh
  • ●Yêu cầu quyền quản trị (sudo).install.sh

Quét tự động các file trong repo. Luôn xem lại code trước khi chạy.

Trích từ README

fastCRW

Turn URLs into clean markdown or structured JSON with one engine for search, scrape, map, crawl, and extract.

Run it locally as a small Rust binary or use the managed API.

Get 1000 free credits → · Install · Docs

No credit card. Continue with GitHub.

One-command install

curl -fsSL https://fastcrw.com/install | sh

Runs local and free, no account needed. To use the Cloud, paste your key into the same command and it installs the binary, connects the key, and registers the MCP server with the AI coding tools you already have:

curl -fsSL https://fastcrw.com/install | CRW_API_KEY=crw_live_... sh
crw search "rust tutorials"

Claude Code, Cursor, Codex, Gemini CLI, OpenCode and Windsurf are picked up automatically when they are already set up; nothing else is touched, and your key stays in ~/.config/crw/config.toml rather than being copied into each tool. Add CRW_NO_AGENTS=1 to skip that step, or run crw setup on its own to choose interactively.

1000 free credits, no credit card. Managed proxies, JS rendering and search, with nothing to run or keep up to date. Get my free key →

macOS and Linux, Intel and ARM. More install options →

What it does

OperationOutcome
ScrapeOne URL to markdown, HTML, links, screenshots, or schema JSON
CrawlFollow a bounded site crawl and collect its pages
MapDiscover URLs without scraping every page
SearchSearch the web and optionally scrape selected results
ExtractProduce structured fields from one or many URLs

See the full API →

Why fastCRW

On Firecrawl's own public 1,000-URL dataset, fastCRW recovered more truth than Crawl4AI and Firecrawl, matched the fastest median latency, and idled at ~14 MB RAM.

Methodology, full numbers, and how to reproduce it

On a different benchmark entirely, answer accuracy rather than scrape recall, fastCRW answers 90.0% of the 600 AA-Omniscience questions correctly. Every product listed on the Artificial Analysis Search Index sits below it.

The full 14-product comparison, the control run, and how to reproduce it

Choose how you use it

CLI

crw https://example.com            # scrape, works right after install
crw search "rust async runtime"    # search, after `crw setup`

Python SDK

Using Cloud? Get an API key, then export it once:

export CRW_API_KEY="crw_live_..."
pip install crw
from crw import CrwClient

client = CrwClient()
page = client.scrape("https://example.com", formats=["markdown"])

print(page["markdown"])

Node.js

npm install crw-sdk
import { CrwClient } from "crw-sdk";

const client = new CrwClient();

const page = await client.scrape("https://example.com", {
  formats: ["markdown"],
});

console.log(page.markdown);

Local mode and more SDK examples → · REST API →

MCP for AI agents

npx -y crw-mcp@latest install

Installs the CRW skill and MCP server in your detected AI tools. crw setup can also do this step, so either path is enough. Manual setup →

Choose where it runs

Managed APILocal / self-hosted
Best forZero infrastructure and managed scalingData control, private networks, or custom infrastructure
StartCreate an API key, then crw setupInstall and run crw <URL>
OperationsManaged proxies, billing, and hosted capabilitiesYou choose renderers, search, auth, proxies, and capacity

Capabilities and response shapes can differ by deployment: /v1/capabilities · response shapes

Self-hosting guide →

Learn more

Contributing

The workspace requires Rust 1.85 or newer:

git clone https://github.com/fastcrw/crw
cd crw
make check-fast

Read the contributor guide →

Contributors

crw is better because of these people. Thank you, all of you:

Engine and MCP server: AGPL-3.0. Python and TypeScript SDKs: MIT. Embedding license: hello@fastcrw.com.

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