webscrape.dev

Open-source Go web crawler with headless JS rendering and JSON output

Nathan Kessler
By Nathan KesslerUpdated

Each tool is evaluated against our methodology using public docs, vendor demos, and hands-on testing.

Katana website

What is Katana?

Katana is an open-source web crawling and spidering framework written in Go and built by ProjectDiscovery. It crawls in a standard fast HTTP mode or a headless Chromium mode for JavaScript-rendered pages. It can extract endpoints from JS files, apply regex-based scope rules, and dedupe results by content similarity, with output in plain text, JSON, or JSONL, plus ML-based classification for login, error, and captcha pages. It ships as a CLI binary, a Docker image, and an importable Go library under the MIT license.

Our verdict

Katana fits teams that want a fast, code-integrated crawler to embed in Go tooling or run as a CLI or Docker job. Its headless mode and ML-based page classification cover cases a plain HTTP crawler misses. The tradeoff is that it's fully self-managed, with no hosted or GUI option, and building from source needs a recent Go 1.26+ toolchain.

Categories:

Crawling frameworks give engineering teams full control over their pipeline: where it runs, how it scales, and what it collects. The trade is that anti-bot work and infrastructure become your problem rather than a vendor's, which is why they pair well with a proxy network.

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How Katana compares

Colly

Colly is a lightweight Go scraping framework, a closer language-level alternative for teams that want library-level control rather than a CLI tool.

Scrapy

Scrapy is a mature Python crawling framework, a fit for teams whose stack is Python rather than Go.

Crawlee

Crawlee adds built-in session pooling and anti-blocking helpers to its Node/Python crawling, an alternative for teams that want more of that handled out of the box.

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