GcrawlAI

GcrawlAI is an open-source web-crawling and scraping API that converts websites into Markdown, JSON, HTML, metadata, images, and other structured outputs for AI and data workflows. It is operated by Gramosoft Private Limited and is offered as both a hosted service and a self-hostable engine.

What it does

GcrawlAI retrieves website content through an API designed for applications that need machine-readable web data. Its scrape endpoint can produce clean Markdown, raw HTML, JSON, SEO metadata, and extracted images. The crawl endpoint discovers and processes accessible subpages, with controls for crawl depth and path filtering, while webhook delivery supports longer-running crawl workflows.

The service also includes endpoints for processing multiple URLs in parallel, discovering site URLs, capturing screenshots, and returning web-search results for agent workflows. The vendor describes the API as suitable for AI agents, retrieval-augmented generation (RAG) pipelines, research, and general data-processing workflows.

Notable capabilities

• JavaScript rendering and browser-based extraction for pages that require client-side execution.
• Scraping, crawling, batch processing, site mapping, screenshots, and search through documented API endpoints.
• Vendor-documented country-level geotargeting, automatic anti-bot escalation, and residential proxies.
• REST API access with Python and Node.js SDKs, plus stated compatibility with Claude-, GPT-, and Gemini-based agents, MCP, LangChain, and LlamaIndex.
• An MIT-licensed engine that the vendor says can be self-hosted, alongside a hosted cloud service using the same API surface.

Who it helps

GcrawlAI is aimed at developers building agents that need current website content, RAG systems assembling source material, researchers collecting web data, and teams adding structured website extraction to automated workflows. It can also suit organizations that prefer to run the underlying crawling engine themselves rather than rely only on a hosted endpoint.

How it fits a workflow

A typical workflow can send a URL to the scrape endpoint and pass the resulting Markdown or JSON into an agent, search index, or processing pipeline. Larger jobs can use crawl for related pages, batch for multiple URLs, map to discover a site's URL structure, or screenshot when visual page captures are needed. The stated SDKs and integrations are intended to reduce the work of connecting the API to common agent and orchestration frameworks.

Hosted billing is request-based: the vendor states that one request counts as one request regardless of rendering or stealth options, and that failed requests are not counted. The site advertises 50 free requests per month without a credit card and paid plans starting at ₹1,587 per month for 3,000 requests.

Strengths and limits

The main practical strengths are the range of extraction formats and endpoint types, JavaScript-aware browsing, and the choice between hosted access and self-hosting. The vendor claims that its escalation tiers provide fingerprint-safe extraction, browser cloaking, and residential proxy rotation; these performance and anti-bot claims are not independently verified here. Crawl results also depend on which subpages are accessible, while the hosted service is metered by requests. Pricing and free-use details are stated on the product site.