wangyi12358

wangyi12358 / auto-scrape-ai

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A WXT + React browser extension that captures HTTP traffic inside Chrome DevTools, refines request/response summaries, and uses an OpenAI-compatible API to produce short and detailed endpoint descriptions (the AI prompt asks for Simplified Chinese output by default).

20
2
100% credibility
Found May 09, 2026 at 20 stars -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
TypeScript
AI Summary

A Chrome browser extension that records network requests from the developer tools panel, cleans them up, and uses an AI service to generate human-readable descriptions of the endpoints.

How It Works

1
🔍 Discover the tool

You find Auto Scrape AI on GitHub, a handy browser helper that explains how websites talk behind the scenes.

2
📥 Get it ready

Download the ready-to-use package and add it to your Chrome browser with a few simple clicks.

3
🧠 Connect smart helper

Tell it which AI service to use so it can understand and describe web connections.

4
✨ Start capturing magic

Press F12 on any webpage to open the special panel, hit record, and watch it grab the site's hidden messages as you click around.

5
📋 Review the insights

See a neat list of captured messages with short and detailed explanations from the AI.

🎉 Unlock website secrets

Now you easily understand what the website is doing under the hood, like a pro!

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Star Growth

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AI-Generated Review

What is auto-scrape-ai?

Auto-scrape-ai is a TypeScript Chrome extension using WXT and React that embeds in DevTools to capture HTTP traffic from the inspected tab. It filters requests by domain regex or current-tab-host, skips static files like JS/CSS/images, refines payloads by stripping sensitive headers and truncating JSON arrays, then queries an OpenAI-compatible API for short and detailed endpoint descriptions—Simplified Chinese output by default. Users get a live table of API calls with AI summaries, turning raw network logs into actionable docs.

Why is it gaining traction?

Smart defaults like concurrent AI analysis (up to 32 queued, 60s timeouts with retries) and token-saving dedupes make it efficient for real sessions, unlike basic HAR exporters. Built on a WXT react template with Tailwind and Ant Design, it offers a crisp devtools panel, popup controls, and options page—ideal wxt dev github showcase with wxt react compiler and storage react hooks. Prebuilt zips and bun dev/build/zip commands lower the entry barrier.

Who should use this?

Backend reverse-engineers dissecting undocumented Chinese APIs, frontend devs scouting third-party endpoints during integration, or QA testers auto-generating curl/Python snippets from prod traffic. Suits wxt extension github fans building browser tools with wxt react router or shadcn tailwindcss chrome extension flows.

Verdict

At 20 stars and 1.0% credibility, it's immature with light test coverage but boasts bilingual READMEs, WXT github actions readiness, and clean TypeScript—grab the release zip to evaluate. Forkable wxt react starter for AI-augmented network tools, but watch for stability in production.

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