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Description
Context.dev is a powerful API platform designed to help developers access, extract, and enrich web data for AI-driven applications. It eliminates the need for fragile scraping systems by offering a reliable way to retrieve structured data from any website. The platform can extract content in formats like markdown, HTML, and images, making it easy to feed data into AI models. It also provides enriched company information, including logos, brand colors, descriptions, and social links. Context.dev supports a wide range of use cases such as AI agents, onboarding personalization, and CRM enrichment. Developers can crawl entire websites, generate screenshots, and classify businesses using industry codes. The platform enables real-time data retrieval, ensuring applications always use up-to-date information. Its API-first approach allows seamless integration into existing workflows and products. Context.dev is designed for scalability, making it suitable for both startups and enterprise use cases. Overall, it helps developers build smarter, more context-aware applications with minimal effort.
Description
Firecrawl is an open-source web data infrastructure platform built to help AI systems access, understand, and interact with online content more efficiently. Through a powerful API, users can search the web, scrape structured information, and automate interactions across a wide range of websites. The platform converts complex web pages into clean formats such as Markdown, JSON, and visual screenshots, making the data easier for AI models to process. Firecrawl supports dynamic websites with JavaScript rendering capabilities, ensuring content can be extracted even from modern web applications. Its intelligent waiting mechanisms improve scraping reliability by detecting when page content has fully loaded. Developers can automate tasks like clicking buttons, filling forms, scrolling pages, and navigating websites without building custom browser automation systems. The platform also parses files such as PDFs and DOCX documents, expanding the range of accessible content sources. Seamless integrations with AI agents, MCP-compatible clients, and developer workflows simplify deployment and scaling. By combining speed, reliability, and flexibility, Firecrawl serves as a foundational layer for web-connected AI products and research tools.
API Access
Has API
Yes
API Access
Has API
Yes
Screenshots View All
No images available
Integrations
Model Context Protocol (MCP)
Yes
Python
Yes
Activepieces
No
Anything
No
Dify
No
Hugging Face
No
JavaScript
No
Langflow
No
Lessie AI
No
Llama
No
Integrations
Model Context Protocol (MCP)
Yes
Python
Yes
Activepieces
Yes
Anything
Yes
Dify
Yes
Hugging Face
Yes
JavaScript
Yes
Langflow
Yes
Lessie AI
Yes
Llama
Yes
Pricing Details
$49 per month
Starter: $49 per month for 30,000 credits
Pro: $149 per month for 200,000 credits
Scale: $949 per month for 2,500,000 credits
Enterprise: Contact us, custom plan
Pro: $149 per month for 200,000 credits
Scale: $949 per month for 2,500,000 credits
Enterprise: Contact us, custom plan
Free Trial
Yes
Free Version
Yes
Pricing Details
$16 per month
Free Trial
No
Free Version
Yes
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Customer Support
Business Hours
No
Live Rep (24/7)
Yes
Online Support
Yes
Types of Training
Training Docs
No
Webinars
No
Live Training (Online)
No
In Person
No
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Vendor Details
Company Name
Context.dev
Founded
2024
Country
United States
Website
www.context.dev/
Vendor Details
Company Name
Firecrawl
Founded
2022
Country
United States
Website
www.firecrawl.dev/
Product Features
B2B Data
B2B Contact Data
No
B2B Intent Data
No
B2B Leads Data
No
B2B Marketing Data
No
Business Ownership Data
No
Company Data
No
Employee Data
No
Firmographic Data
No
Job Posting Data
No
Salary Data
No
Technographic Data
No
Product Features
AI Agents
Firecrawl Agent is an advanced AI-driven platform for web data extraction that transforms natural language requests into organized datasets. Users can simply articulate their data needs, and Firecrawl Agent will efficiently navigate, probe, and gather relevant information from the internet. This innovative tool streamlines the data collection process by removing the necessity of manually entering URLs, thereby enhancing both speed and adaptability. It caters to a variety of applications including lead generation, market analysis, e-commerce, and dataset development. The output is presented in tidy, structured JSON formats, making it ideal for further analysis or integration. Firecrawl Agent is equipped to handle both straightforward inquiries and extensive data extraction projects. With its built-in limitations and complimentary daily usage, it opens up web data extraction to a wide range of developers and researchers.
