Alternatives to Firecrawl

6 editor-selected alternatives · Firecrawl overview →

source: tools.alternatives · stored order · active records only; review scores are annotations and never change membership or order

A directional evidence panel appears only when the substitute rationale, trade-offs, sources, and verification date have been recorded. Older selections without that panel remain visible but are unclassified under the new evidence contract.

ScrapeGraphAI

open sourcefreemiumexplicit relation

ScrapeGraphAI is a Python library that uses LLMs and graph-based logic to build automated, self-healing web scraping pipelines. Developers describe desired data in natural language and ScrapeGraphAI constructs a processing graph that extracts structured information from any website. It supports multiple LLM providers, achieves 96%+ accuracy on semantic extraction benchmarks, and adapts to layout changes automatically. Over 20,000 GitHub stars.

Open-source Python library (MIT License) with $0 self-hosted execution (BYOK LLMs or local Ollama). ScrapeGraph Cloud API offers a Free tier with 500 one-time credits, Starter at $20/month (10,000 credits/mo), Growth at $100/month (100,000 credits/mo), and Pro at $500/month (750,000 credits/mo), with non-expiring top-up credit packs starting at $5/1,000 credits.

Crawl4AI

82/100open sourceexplicit relation

Crawl4AI is an open-source Python web crawler built for AI and data-pipeline use cases. It produces LLM-ready Markdown, supports structured extraction, Playwright/browser automation, deep/adaptive crawling, proxy/security controls, anti-bot fallback patterns, and multiple output formats. With 68K+ GitHub stars and Apache-2.0 licensing, it is a strong local/self-hosted option for RAG datasets and agent data collection.

100% free and open-source asynchronous web crawler and scraper for AI and LLM pipelines under the Apache-2.0 license (35k+ GitHub stars) with $0 software licensing fees. Built on Playwright and asyncio, Crawl4AI delivers clean Markdown, structured JSON extraction via heuristic clustering or schema-driven LLMs (OpenAI, Anthropic, Gemini, Ollama), media filtering, dynamic JS execution, and local REST API/Docker containerization (unclecode/crawl4ai). Users only pay for third-party LLM API tokens or proxy providers if configured.Review →

Notte

open sourcefreeexplicit relation

Notte is a browser automation framework for AI agents that converts any website into a structured action API. Instead of scraping pages for text, Notte lets agents interact with sites — clicking buttons, filling forms, and navigating flows. Built with hybrid AI-plus-deterministic scripting, it includes digital personas, CAPTCHA solving, and proxy management for reliable automation at scale.

Free and open-source core framework (SSPL-1.0 / MIT codebase) for self-hosting ($0 software licensing). Notte Cloud provides managed serverless browser sessions, residential proxy pools, and session replay observability with free trial credits and usage-based scaling.

Tabstack

freemiumexplicit relation

Tabstack is Mozilla's browser infrastructure service for AI agents, providing clean markdown extraction, structured JSON data, and automated browser actions through a fast API. With two-tier fetch escalation that achieves sub-600ms latency for static pages, robots.txt compliance, and ephemeral data handling, it offers an ethical alternative to aggressive web scraping tools — complete with an MCP server for Claude and Cursor integration.

Freemium / Credit-based API. Includes 10,000 free trial credits upon signup (no credit card required). Team plan is $99/mo for 500,000 credits, with Pay-As-You-Go available. Per-action costs are 10 credits (Markdown extraction), 50 credits (JSON extraction), 100 credits (automation), and 250-350 credits (autonomous research).

Crawlee

open sourceexplicit relation

Crawlee is an open-source web scraping and browser automation library for Node.js and Python that handles the hard parts of building reliable crawlers. It manages proxy rotation, request queuing, automatic retries, session management, and fingerprint spoofing out of the box. Supports Puppeteer, Playwright, Cheerio, and HTTP-based crawling with a unified API. Built by Apify, it includes persistent storage, autoscaling concurrency, and TypeScript-first design for production deployments.

Crawlee is an open-source web scraping and browser automation library maintained by Apify and licensed under Apache 2.0. It is 100% free to use on self-hosted infrastructure.

Browserbase

84/100freemiumexplicit relation

Browserbase is cloud infrastructure that runs headless Chromium browsers on demand for AI agents and automation workflows, exposing Playwright, Puppeteer, and Selenium endpoints with built-in session replay, residential proxies, CAPTCHA solving, and stealth fingerprints. It also hosts Stagehand and a Model Gateway, letting teams build browser-using agents without maintaining their own fleet of Kubernetes-managed Chromium instances.

Browserbase offers a Free plan with 60 session minutes/month, a Developer plan at $20/month, a Startup plan at $99/month, and Scale/Enterprise plans from $249/month with pay-as-you-go overages for extra browser hours and proxy usage.Review →

Open-source Firecrawl alternatives

ScrapeGraphAI, Crawl4AI, Notte, Crawlee — see all open-source developer tools.

Free Firecrawl alternatives

ScrapeGraphAI, Notte, Tabstack, Browserbase offer a free plan or free tier.

More AI Data Tools tools

same category, not editor-selected alternatives — see how Firecrawl compares →

RayRay is an open-source distributed computing framework built for scaling AI and Python applications from a laptop to thousands of GPUs. It provides libraries for distributed training, hyperparameter tuning, model serving, reinforcement learning, and data processing under a single unified API. Ray's public site highlights OpenAI and other enterprise users. Maintained by Anyscale with Apache-2.0 open-source licensing.LLaMA-FactoryLLaMA-Factory is an open-source toolkit providing a unified interface for fine-tuning over 100 LLMs and vision-language models. It supports SFT, RLHF with PPO and DPO, LoRA and QLoRA for memory-efficient training, and continuous pre-training. The LLaMA Board web UI enables no-code configuration, while CLI and YAML workflows serve advanced users. Integrates with Hugging Face, ModelScope, vLLM, and SGLang for model deployment.TavilyTavily is an AI-native search API that provides real-time web search, content extraction, and crawling capabilities specifically designed for LLM applications and autonomous agents. It returns structured, citation-ready results optimized for RAG workflows with built-in safety features including prompt injection protection and PII leak prevention. Acquired by Nebius in 2026, Tavily integrates with LangChain, LlamaIndex, and major agent frameworks, serving over one million developers worldwide.UnslothUnsloth is an open-source framework for fine-tuning large language models up to 2x faster while using 70% less VRAM. Built with custom Triton kernels, it supports 500+ model architectures including Llama 4, Qwen 3, and DeepSeek on consumer NVIDIA GPUs. Unsloth Studio adds a no-code web UI for dataset creation, training observability, model comparison, and GGUF export for Ollama and vLLM deployment.VibeVoiceVibeVoice is Microsoft's open-source voice AI family with both TTS and speech recognition models. The TTS model generates up to 90 minutes of expressive multi-speaker audio with 4 distinct voices. VibeVoice-ASR transcribes 60-minute recordings in a single pass with speaker identification and timestamps. Built on continuous speech tokenizers at 7.5 Hz and next-token diffusion, it compresses audio 80x more efficiently than Encodec while preserving fidelity.HelixDBHelixDB is an open-source, unified graph-vector database engineered in Rust that merges relational, graph, and vector workloads into a single OLTP engine, using LMDB local caching and S3 object storage for scalable agent memory.Microsoft GraphRAGMicrosoft GraphRAG is an open-source retrieval framework that transforms unstructured text into structured knowledge graphs, clusters entities hierarchically using the Leiden algorithm, and generates dataset-wide summaries alongside entity-level local search for multi-hop reasoning.MetabaseMetabase is an open-source business intelligence and embedded analytics platform for teams that want self-service dashboards, SQL workflows, and customer-facing analytics without adopting a heavy BI suite. It supports visual querying, saved questions, alerts, database connectors, cloud or self-hosted deployment, and embedding paths that now require careful plan, permission, and license review.Weights & BiasesWeights & Biases is an AI developer platform for experiment tracking, artifact and model lineage, model monitoring, and Weave-based LLM evaluation. It helps teams log runs, compare metrics, manage datasets and model artifacts, and collaborate through dashboards, reports, alerts, SSO/RBAC controls, and hosted or self-managed deployment options.

Firecrawl head-to-head

FAQ

Which Firecrawl alternative is listed first?

ScrapeGraphAI is first in the editor-selected list of 6 Firecrawl alternatives. The stored order is editorial; review scores do not determine membership or position.

Are there open-source Firecrawl alternatives?

Yes — ScrapeGraphAI, Crawl4AI, Notte, and more are open source.

Are there free Firecrawl alternatives?

Yes — ScrapeGraphAI, Notte, Tabstack, and more offer a free plan or free tier.