CodeMap4AI
Sourcegraph
ConstellationDev
Continue.dev
ArchGen
smol developer
Architecto.dev
CodeCompanion.AI
Simple Scraper
Octoparse
Diggernaut
Scraper API
Agenty
eScraper
Crawlbase
artoo.js
CodeMap4AI helps AI understand your entire codebase by generating a structured map of your project. It minimizes hallucinations, improves code suggestions, and boosts productivityโespecially when using ChatGPT, Claude, or other AI assistants outside your IDE.
Simple scraper is the easiest way to scrape the web โ turn any website into an API in seconds and use ready-made scraping recipes to scrape popular sites with ease.
CodeMap4AI Simple ScraperCodeMap4AI's answer
CodeMap4AI creates a lightweight, structured JSON map of your entire project that can be instantly understood by AI assistants like ChatGPT. Unlike most AI tooling, it works independently of your IDE, and itโs purpose-built to reduce AI hallucinations and improve the accuracy of code-related prompts.
CodeMap4AI's answer
Because it provides clean, AI-ready context without requiring IDE integration or sending code to external servers. Itโs fast, private, and works well in any setup โ from local terminals to AI chat interfaces. Itโs also helpful for humans, offering a high-level view of any codebase in seconds.
CodeMap4AI's answer
Developers who use AI tools (like ChatGPT, Claude, or Copilot) to write, refactor, or understand code โ especially those working on large, unfamiliar, or legacy projects. Also ideal for freelancers, indie developers, and teams onboarding new engineers.
CodeMap4AI's answer
CodeMap4AI started as a personal tool to stop ChatGPT from hallucinating when working on real-world PHP/JS projects. The creator realized that by giving the AI a clear map of all files, classes, and DB logic, its answers became dramatically better โ so the tool was refined and released for public use.
CodeMap4AI's answer
CodeMap4AI's answer
As of now, CodeMap4AI is growing and used mostly by indie developers, freelancers, and small teams. Named enterprise customers are not publicly listed, but early adopters include: - Freelance web developers - AI engineers building full-stack apps - PHP legacy code maintainers - Small software agencies
Based on our record, Simple Scraper seems to be more popular. It has been mentiond 22 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.
Data extraction: https://simplescraper.io A project that I launched on HN that became a business. Simplescraper rode the no-code wave of a few years back ('instant structured data without parsing html'). Now working on increasing the surface area for AI agents: MCP support, screenshots API, and (experimentally) x402^ ^ https://simplescraper.io/blog/x402-payment-protocol/. - Source: Hacker News / 5 months ago
1. Clicking the box programmatically โ possible but inconsistent 2. Outsourcing the task to one of the many CAPTCHA-solving services (2Captcha etc) โ better 3. Using a pool of reliable IP addresses so you don't encounter checkboxes or turnstiles โ best I run a web scraping startup (https://simplescraper.io) and this is usually the approach. It has become more difficult, and I think a lot of the AI crawlers are... - Source: Hacker News / about 1 year ago
Making my data extraction Saas (https://simplescraper.io) more LLM friendly. Markdown extraction, improved Google search, workflows - search for this terms, visit the first N links, summarize etc. Big demand for (or rather, expectation of) this lately. - Source: Hacker News / almost 2 years ago
Things are much easier for one-person startups these daysโit's a gift. I remember building a todo app as my first SaaS project, and choosing something called Stormpath for authentication. It subsequently shut down, forcing me to do a last-minute migration from a hostel in Japan using Nitrous Cloud IDE (which also shut down). Just pain upon pain.[1] Now, you can just pick a full-stack cloud service and run with it.... - Source: Hacker News / about 2 years ago
Simplescraper โ Trigger your webhook after each operation. The free plan includes 100 cloud scrape credits. - Source: dev.to / over 2 years ago
Sourcegraph - Sourcegraph is a free, self-hosted code search and intelligence server that helps developers find, review, understand, and debug code. Use it with any Git code host for teams from 1 to 10,000+.
Octoparse - Octoparse provides easy web scraping for anyone. Our advanced web crawler, allows users to turn web pages into structured spreadsheets within clicks.
ConstellationDev - Codebase Understanding for AI Coding Agents
Diggernaut - Web scraping is just became easy. Extract any website content and turn it into datasets. No programming skills required.
Continue.dev - Continue is the leading open-source AI code assistant. You can connect any models and any context to build custom autocomplete and chat experiences inside VS Code and JetBrains.
Scraper API - Scale Data Collection with a Simple API.