Best Firecrawl alternatives

Firecrawl is a hosted web data API that turns any URL into clean Markdown for AI: fast, JavaScript-aware, and backed by an open-source core with 135k+ GitHub stars. It now covers search and structured extraction as well, not just crawling. The main catch is self-hosting: proxies and rendering only come with the hosted version, so running the open-source core yourself puts anti-blocking and infrastructure back on you.

The seven tools below cover the same ground, from managed crawlers that need no setup to open-source libraries you run end-to-end.

Try Firecrawl's alternative

Website Content Crawler

Website Content Crawler is the managed, no-setup match for Firecrawl's core crawl-to-Markdown job. Point it at a site and it deep-crawls every page with a headless browser, using fingerprinting and proxy rotation to get past blocks. It clears the boilerplate and returns clean Markdown, plain text, or HTML. Native integrations with LangChain, LlamaIndex, and vector databases like Pinecone drop that output straight into a RAG pipeline.

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Website Content Crawler

apify/website-content-crawler

Crawl websites and extract text content to feed AI models, LLM applications, vector databases, or RAG pipelines. The Actor supports rich formatting using Markdown, cleans the HTML, downloads files, and integrates well with 🦜🔗 LangChain, LlamaIndex, and the wider LLM ecosystem.

Apify

135K

4.6

(205)

AI Web Scraper

AI Web Scraper covers the same job as Firecrawl's structured-extraction mode. Describe the fields you want in plain English, and it returns structured records from any page, plus rendered Markdown when you need the full content. Full browser emulation, proxy pools, and fingerprinting deal with JavaScript-heavy and protected sites. AI usage is built into the per-page price, so there's no separate LLM key or subscription to manage. Use it when you want data out of a page fast and you'd rather not write any code.

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AI Web Scraper

apify/ai-web-scraper

AI-first web scraper that extracts structured data from any website using natural-language prompts. No programming knowledge required. No hard-coded logic that breaks when a website changes.

Apify

7.6K

4.3

(12)

RAG Web Browser

RAG Web Browser is the match for Firecrawl's search endpoint. Give it a query and it runs the Google search, opens the top results in its own headless browser, and returns each page as clean Markdown your LLM can use right away. Hand it a single URL and it fetches that instead. Built-in proxies and browser fingerprints clear blocks, it connects to agents over MCP or OpenAPI, and it's open source, so you can read or change the code.

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RAG Web Browser

apify/rag-web-browser

Web search and fetch tool for AI agents and RAG pipelines. It queries Google Search, scrapes the top N pages using a full web browser, and returns their content as clean Markdown for further processing by an LLM. Can also fetch individual URLs.

Apify

113K

3.7

(24)

Crawl4AI

Crawl4AI is a fully open-source crawler built for LLMs: a Python framework with high-performance parallel crawling, session and proxy management, and clean Markdown output. It also pulls structured fields with CSS or XPath selectors. Run it yourself for full control and no per-run fees, as long as you can host and maintain the infrastructure.

LLM Scraper

LLM Scraper is an open-source TypeScript library for structured extraction in code. Define a schema in Zod or JSON Schema and it returns typed objects from any page, not free-form text. Version 2.0 runs on the Vercel AI SDK and works with GPT, Claude, Gemini, and local models. Reach for it when you want extraction logic living in your own Node.js stack.

GPT-Crawler

GPT-Crawler crawls documentation sites with a headless browser and turns them into a single knowledge file you can upload to a custom GPT or OpenAI Assistant. Point it at one URL or many. Use it when you want a docs site that ChatGPT can ingest without extra tooling.

Jina AI

Jina AI is a search foundation company. Its Reader API turns any URL into Markdown for grounding LLMs, much like Firecrawl's scrape endpoint, while its embeddings and reranker APIs turn that content into searchable vectors. Pick it for search-first pipelines where retrieval quality matters more than crawl depth.

Firecrawl alternatives comparison table

Try Website Content Crawler

AI optimized output

Yes

Structured Markdown

JavaScript / anti-bot handling

Yes

Headless browser, fingerprinting

Scalability

Yes

Enterprise-scale on Apify cloud

Proxy rotation

Yes

Built-in

Best for

Production RAG and fine-tuning

AI optimized output

JavaScript / anti-bot handling

Scalability

Proxy rotation

Best for

Yes

Structured Markdown

Yes

Headless browser, fingerprinting

Yes

Enterprise-scale on Apify cloud

Yes

Built-in

Production RAG and fine-tuning

Yes

Prompt to structured data

Yes

Browser emulation, fingerprinting

Yes

Apify cloud

Yes

Built-in

No-code structured extraction

Yes

RAG-optimized, search-first

Yes

Headless browser, fingerprinting

Yes

Parallel requests, standby mode

Yes

Built-in

Search-first RAG retrieval

Yes

Markdown, CSS/XPAth

Yes

Python, Playwright

Yes

Self-hosted clusters

External setup

Open-source AI web crawling

Yes

Schema-first JSON

Yes

Playwright, no built-in anti-bot

Yes

Library-level

Setup required

Schema-driven JSON in code

Yes

Knowledge files (JSON)

Yes

Headless browser

Yes

Cloud or self-host

Docs-to-GPT knowledge bases

Yes

URL to Markdown, vector search

Yes

Real-time parsing

Yes

Cloud cluster

Yes

Managed

Search-first retrieval pipelines

Try Website Content Crawler

Your search ends here

Try Website Content Crawler, AI Web Scraper, and Rag Web Browser for free on Apify Store. Pay only when you outgrow it.

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