Context.dev, a Y Combinator-backed startup building web scraping infrastructure for AI developers, now serves more than 600 customers as of late September. The six-person company also secured SOC 2 Type II compliance on September 18, a notable achievement for a team that only announced its YC backing in late May.
The surge reflects a broader challenge in the AI industry: automated agents need fresh web data, but building reliable scraping systems is expensive and brittle. Context.dev's pitch is straightforward. Send a URL, get back clean Markdown, rendered HTML, screenshots, or extracted images through a single API call. No custom infrastructure required.
"You can send us a URL and get back clean Markdown, rendered HTML, screenshots, extracted images, etc.," founder and CEO Yahia Bakour wrote on Hacker News in July, summarizing the product in terms that clearly resonated with developers tired of maintaining their own scrapers.
Beyond Basic Scraping
The product has evolved quickly since launch. Context.dev now offers several specialized endpoints that go beyond simple page retrieval, according to company documentation reviewed in late September.
The core Scrape endpoint costs one credit per request. Browser actions that simulate clicks or form submissions add two credits. PDF OCR runs one credit per page. On September 16, the startup introduced an Answers API that accepts open-ended research tasks and returns structured data. Fast mode costs 10 credits; Ultra mode runs 100 credits.
A Map URLs endpoint discovers links across entire sites using regex filters and subdomain options. Brand Intelligence APIs, priced at 10 credits, pull company logos, design systems, social profiles, and NAICS classification codes. Monitors, which the company announced July 9, watch pages for changes every 10 minutes and fire HMAC-signed webhooks when content shifts. They're billed only when they run.
"We try to read robots.txt," Bakour noted on Hacker News, adding that websites can request to be added to a block list.
A Pattern of Migration
Several customers have switched from competitors, often citing price and responsiveness. SiteGPT, which builds AI support chatbots, migrated from rival Firecrawl in June. "Pricing was what triggered it, and excellent, responsive support sealed the deal," said Bhanu, SiteGPT's founder, in a case study published June 14.
Hyperspell said it "replaced a crawler waterfall with one API for web content and company data" in a September 16 blog post. The startup's customer page shows steady additions through August and September: TravelSmart, Spyglass, Agently, Instant, Bystreet. Named users also include Mintlify, Klarna, and Super.com.
The competitive landscape is crowded. Bakour has positioned Context.dev against Firecrawl (which he called "the closest" competitor in July), Jina Reader, and AI-focused search providers like Tavily, Exa, and Parallel. He mentioned that Cloudflare's browser tools "weren't the best" in his team's testing. Other players include Apify's RAG Web Browser, Zyte, Bright Data, and Browserbase.
Developer-First Infrastructure
Context.dev ships SDKs for TypeScript, Python, Ruby, Go, and PHP, plus a command-line interface. It runs a hosted Model Context Protocol server at mcp.context.dev that connects via OAuth to Cursor, Claude Code, Gemini CLI, ChatGPT desktop, and VS Code. Official Cursor and OpenClaw plugins launched August 19.
The platform integrates with LangChain, Composio, Replit, and various workflow automation tools. Pricing starts with a free tier offering 1,000 monthly credits, then climbs to $25/month for developers, $99 for Pro, $299 for Growth, and $499 for Scale plans. Failed or blocked requests aren't billed. Unlike some competitors, Context.dev doesn't charge extra for JavaScript rendering or proxy usage.
The SOC 2 Type II certification, announced September 18, followed Type I compliance earlier this year. The company also expanded zero-data-retention support to additional endpoints on the same day, covering Answers, Search, People Enrich, Images, and Styleguide APIs when clients send the ZDR flag.
Founder and Funding
Bakour previously worked as a principal software engineer and manager at Sunrun and as an SDE2 at Amazon on the retail checkout platform, according to his Y Combinator profile. He co-founded StockAlarm.io, which was acquired. The current team of six operates out of San Francisco.
Angel investor Taro Fukuyama wrote in late August that he was "investing in Context dev alongside Y Combinator and Pioneer Fund." The company declined to disclose funding amounts. Jon Xu is the primary YC partner, according to the accelerator's company profile.
Whether Context.dev can maintain its growth trajectory will depend partly on how quickly the AI agent ecosystem matures. For now, the startup appears to have found product-market fit with developers who would rather pay for reliable scraping than build it themselves.
