CodeMap4AI
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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.
CodeMap4AI MicrolinkCodeMap4AI'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, Microlink seems to be more popular. It has been mentiond 7 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.
Microlink offers an official MCP integration over a "browser as API" with full Puppeteer/Playwright control and global edge caching. Its volume pricing is the cheapest full-featured Option here โ $49/mo for 46,000 requests (~$1.07/1,000) โ with adblock and cookie-banner handling Available even on the free 50-req/day tier. Best for: high-volume agents that want headless-browser Control and the lowest... - Source: dev.to / 24 days ago
Microlink's cards [1] I discovered years ago has similar functionality, and microlink itself [2] is much more sophisticated on leveraging a headless chrome. [1]: https://github.com/microlinkhq/cards [2]: https://microlink.io/. - Source: Hacker News / 8 months ago
It's a very basic idea. Few days back, I got to know about this tool named 'microlink' which is a free Browser-as-API sdk. One of its feature was that you provide it a url and it will give you a screenshot of that particular page. - Source: dev.to / about 2 years ago
How do the multiple startups that import YouTube video into their platform work - one's that need the video/audio files? There seems to be a lot of webapps supporting this but I always wondered if they have a goto API for doing this. I myself have used microlink at some points for automated video source extraction. https://microlink.io. - Source: Hacker News / about 2 years ago
Metascraper is baked by Microlink, which uses it internally in its browser automation product. - Source: dev.to / about 5 years ago
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