Context.dev: Web Scraping and Data Extraction API for AI

Context.dev

Context.dev is a tool made for developers and people who build AI agents. Think of it as a translator. You give it a messy website link, and it gives you back clean, organized information that your program can actually use.

Imagine you are building a smart computer program. You want it to read a website and tell you the price of a product, or find the address of a company. But websites are messy. They are full of ads, pop-ups, and confusing code. If you just give a website to an AI, it might get confused or read the wrong things.

That is where Context.dev comes in. It is a tool made for developers and people who build AI agents. Think of it as a translator. You give it a messy website link, and it gives you back clean, organized information that your program can actually use.

What Exactly Does It Do?

Context.dev is not a chatbot you talk to. It is a set of tools you plug into your own software. It has a few main jobs.

First, it can scrape a page. This means it goes to a website and grabs the content. But it does not just grab everything. It can turn the page into Markdown (a simple way to write text) or clean HTML. It can even take a screenshot or pull out all the images on the page . This is super helpful if you want to feed information to an AI. Instead of a messy webpage, the AI gets a clean document it can read easily.

Second, it can crawl a whole website. If you need to read every page on a site, you don’t have to do it one by one. Context.dev can find all the links and collect the pages for you. It can even handle thousands of links at the same time if you have a big job .

Third, it can pull out specific facts. This is the really cool part. You can tell Context.dev exactly what you are looking for. You give it a list, like “I want the product name, the price, and the description.” Context.dev goes to the page, finds those exact pieces, and gives them back to you in a neat little package called JSON. This means your program does not have to guess where the price is; it just gets the price .

It Also Knows About Brands

This tool is not just about reading text. It can also tell you about the look of a company. If you give it a domain name, it can tell you the company’s logo, their main colors, and the fonts they use . This is great if you are building a design tool or if you want to fill out a form automatically when a new user signs up. You type in their website, and boom, the form fills in the company name and address .

One thing to remember: the company information might be stored from a while ago. So if a company just changed its logo yesterday, Context.dev might still show the old one. It is always smart to double-check important facts against the real website .

How Much Does It Cost?

Context.dev uses a system called credits. You spend credits every time you use a tool. The free plan gives you 1,000 credits every month to test things out . Simple things, like reading one webpage, cost just 1 credit. But harder jobs, like pulling out a brand’s whole style guide or asking the AI to do deep research, cost more.

Here is a simple table to show you what you get with each plan. The prices are for the monthly billing .

PlanPrice (Monthly)Credits You GetWho It Is For
Free$01,000 per monthTesting and small projects.
Developer$19More credits than FreeYour first real project.
Pro$99A lot more creditsA steady, working app.
Growth$299Even more creditsGrowing apps that need more power.
Scale$499High volumeBig apps with lots of traffic.

If you need more than 2 million credits a month, you have to talk to their sales team for a special business plan . Also, if you are a startup or a nonprofit, they sometimes give a discount of 30% off .

A Few Things to Keep in Mind

No tool is perfect. Context.dev says that its structured data is usually right, but it does not promise that every single number or word is perfect. It is always a good idea to build checks into your program. If the price of a product is really important, make your program check if the price is missing or if it looks weird .

Also, Context.dev is made for people who can write a little code. It has tools for languages like Python, JavaScript, and even a Command Line Interface. It also works with a system called MCP, which helps AI agents use tools directly . If you are not a coder, you might need to ask a developer friend for help setting it up. But for a developer building an AI, this tool saves a huge amount of time. Instead of spending weeks writing code to clean up websites, you can just use Context.dev and get back to building the fun parts of your app.

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