web scrapers 9 Direct Alternatives Found

Best Alternatives to Scrapfly

Compare self-hosted, open-source engines and managed cloud alternatives to Scrapfly for AI agent infrastructure.

Reference Baseline Tool By Scrapfly SAS Cloud Managed

Scrapfly Overview

Enterprise web scraping API featuring automated TLS fingerprint bypass, headless browser clusters, and native LLM markdown extraction.

⚑ Uses custom-patched Chromium instances to mimic real residential JA3/TLS browser fingerprints, bypassing Cloudflare Turnstile and DataDome automatically.
GH Stars: N/A Pricing: usage based Self-Hosted: No

Top Open-Source Alternatives to Scrapfly

Self-hostable, transparent codebases with no vendor lock-in

web scrapers Apache-2.0
26.3k GH Stars

Apify

Apify Technologies (Jan Čurn & Jakub Balada)
Pricing Model: usage based
Language: TypeScript
MCP Protocol: Supported
Self-Hosted: Yes
⚑ Engineering Fact:

Maintains Crawlee, one of the most popular open-source scraping libraries, and hosts a marketplace of over 2,000 ready-made cloud Actors for LLM data ingestion.

πŸ’° Cost Architecture:

Free tier includes $5/mo in platform credits (~12 compute units). Starter plan is $49/mo ($49 prepaid usage) at $0.40 per Compute Unit (1 CU = 1GB RAM for 1 hour).

web scrapers Apache-2.0
86.3k GH Stars

Crawl4AI

UncleCode (Tarlan Isaev) & Open-Source Community
Pricing Model: free
Language: Python
MCP Protocol: Supported
Self-Hosted: Yes
⚑ Engineering Fact:

Reached over 86,000 GitHub stars in record time by delivering asynchronous Playwright extraction speeds up to 6x faster than traditional headless Chrome setups.

πŸ’° Cost Architecture:

100% Free and open-source under Apache-2.0. Unlimited pages when self-hosted on your own infrastructure. Optional hosted managed API proxy available from $20/mo.

web scrapers AGPL-3.0
195.3k GH Stars

Firecrawl

Mendable AI
Pricing Model: usage based
Language: TypeScript
MCP Protocol: Supported
Self-Hosted: Yes
⚑ Engineering Fact:

Created after developers struggled with fragile Puppeteer scripts for RAG; its scraping cluster processes millions of web pages weekly with automated proxy rotation and stealth headers.

πŸ’° Cost Architecture:

Monthly credit quota: Free tier provides 500 scrape credits/mo (1 page = 1 credit; 1 crawl = 1 credit per discovered page). Starter plan is $16/mo for 3,000 credits ($0.0053/page). Growth is $99/mo for 100,000 credits.

web scrapers Apache-2.0
12.2k GH Stars

Jina Reader

Jina AI (Dr. Han Xiao)
Pricing Model: usage based
Language: TypeScript
MCP Protocol: Supported
Self-Hosted: Yes
⚑ Engineering Fact:

Created by former Tencent AI lead Dr. Han Xiao; prepending 'https://r.jina.ai/' to any public URL immediately parses the page into markdown with zero API key or registration required.

πŸ’° Cost Architecture:

Standard web reader endpoint is 100% free with a rate limit of 20 requests per minute without an API key. Token-based API access for high concurrency begins at $10 for 10 million tokens.

web scrapers MIT
2.8k GH Stars

Spider

Spider Rust Org (Jeff Mendez)
Pricing Model: free
Language: Rust
MCP Protocol: Supported
Self-Hosted: Yes
⚑ Engineering Fact:

Independent benchmarks demonstrate Spider crawling large e-commerce catalogs at over 100,000 pages per minute while maintaining RAM consumption under 150MB.

πŸ’° Cost Architecture:

Core Rust crawler is 100% free and open-source under MPL-2.0. Managed Spider Cloud API offers a free tier of 1,000 credits, with paid plans beginning at $15/mo.

web scrapers MIT
1.4k GH Stars

Tavily

Tavily AI (Rotem Weiss)
Pricing Model: usage based
Language: Python
MCP Protocol: Supported
Self-Hosted: Cloud
⚑ Engineering Fact:

Unlike traditional SERP APIs that return raw links, Tavily executes multi-hop search, scrapes relevant pages, and distills clean context chunks in a single API call.

πŸ’° Cost Architecture:

Researcher Free tier gives 1,000 API credits/mo (basic search = 1 credit, advanced search = 2 credits). Project plan is $30/mo for 4,000 credits ($0.0075/credit).

Managed Cloud Alternatives to Scrapfly

Fully managed serverless platforms with enterprise support & high SLAs

web scrapers Cloud Managed
SaaS Cloud

Bright Data

Bright Data Ltd.
Pricing Model: usage based
Language: Polyglot
MCP Protocol: Supported
Self-Hosted: Cloud
⚑ Engineering Fact:

Operates one of the world's largest peer-to-peer residential proxy networks with over 72 million ethically sourced IPs across 195 countries.

πŸ’° Cost Architecture:

Pay-as-you-go starts at $0/mo commitment ($1.50 per 1,000 page loads or $8.40/GB residential proxy). Growth subscriptions start at $499/mo for high-volume enterprise scraping.

web scrapers Cloud Managed
SaaS Cloud

Browserbase

Browserbase Inc. (Paul Copplestone & Team)
Pricing Model: usage based
Language: Polyglot
MCP Protocol: Supported
Self-Hosted: Cloud
⚑ Engineering Fact:

Operates an enterprise-grade disposable browser fleet that circumvents bot protection by generating realistic human-like mouse trajectories and genuine TLS fingerprint handshakes.

πŸ’° Cost Architecture:

Developer free tier includes 1 hour of browser runtime per month. Standard paid plan is $20/mo for 20 browser hours ($1.00/hour), with auto-scaling concurrency.

web scrapers Cloud Managed
SaaS Cloud

ScrapingBee

ScrapingBee SAS (Kevin Sahin & Etienne Margot)
Pricing Model: usage based
Language: Polyglot
MCP Protocol: No
Self-Hosted: Cloud
⚑ Engineering Fact:

Bootstrapped to multi-millions in ARR by solving the single most painful operational hurdle in data extraction: automated IP rotation across 180+ countries.

πŸ’° Cost Architecture:

Free trial includes 1,000 API credits. Paid plans start at $49/mo for 250,000 standard API credits (1 standard request = 1 credit; 1 JavaScript-rendered request = 5 credits).

Direct Match-Ups: Scrapfly vs Competitors

In-depth pairwise benchmarks and side-by-side matrices

web scrapers

Apify

Apache-2.0
β˜… 26.3k GH Stars $49/mo
VS

Scrapfly

Cloud
β˜… N/A GH Stars $30/mo
cross stack

Astra DB

Apache-2.0
β˜… 30 GH Stars $25/mo
VS

Scrapfly

Cloud
β˜… N/A GH Stars $30/mo
cross stack

Bearly AI

Cloud
β˜… N/A GH Stars $20/mo
VS

Scrapfly

Cloud
β˜… N/A GH Stars $30/mo
web scrapers

Bright Data

Cloud
β˜… N/A GH Stars $15/mo
VS

Scrapfly

Cloud
β˜… N/A GH Stars $30/mo
web scrapers

Browserbase

Cloud
β˜… N/A GH Stars $20/mo
VS

Scrapfly

Cloud
β˜… N/A GH Stars $30/mo
cross stack

Chroma

Apache-2.0
β˜… 29.6k GH Stars Free Tier
VS

Scrapfly

Cloud
β˜… N/A GH Stars $30/mo
cross stack

Cloudflare Vectorize

Apache-2.0
β˜… 4.7k GH Stars $5/mo
VS

Scrapfly

Cloud
β˜… N/A GH Stars $30/mo
cross stack

CodeSandbox API

Apache-2.0
β˜… 6.3k GH Stars $18/mo
VS

Scrapfly

Cloud
β˜… N/A GH Stars $30/mo
web scrapers

Crawl4AI

Apache-2.0
β˜… 86.3k GH Stars $20/mo
VS

Scrapfly

Cloud
β˜… N/A GH Stars $30/mo
cross stack

Daytona

OS
β˜… 71.5k GH Stars Free Tier
VS

Scrapfly

Cloud
β˜… N/A GH Stars $30/mo
cross stack

DevPod

MPL-2.0
β˜… 15.3k GH Stars Free Tier
VS

Scrapfly

Cloud
β˜… N/A GH Stars $30/mo
cross stack

E2B

Apache-2.0
β˜… 14.5k GH Stars Free Tier
VS

Scrapfly

Cloud
β˜… N/A GH Stars $30/mo
web scrapers

Firecrawl

AGPL-3.0
β˜… 195.3k GH Stars $16/mo
VS

Scrapfly

Cloud
β˜… N/A GH Stars $30/mo
cross stack

Fly Machines

Apache-2.0
β˜… 1.7k GH Stars $1.94/mo
VS

Scrapfly

Cloud
β˜… N/A GH Stars $30/mo
web scrapers

Jina Reader

Apache-2.0
β˜… 12.2k GH Stars $10/mo
VS

Scrapfly

Cloud
β˜… N/A GH Stars $30/mo
cross stack

Milvus

Apache-2.0
β˜… 46.5k GH Stars $65/mo
VS

Scrapfly

Cloud
β˜… N/A GH Stars $30/mo
cross stack

Modal

Apache-2.0
β˜… 528 GH Stars Free Tier
VS

Scrapfly

Cloud
β˜… N/A GH Stars $30/mo
cross stack

pgvector

OS
β˜… 23.5k GH Stars Free Tier
VS

Scrapfly

Cloud
β˜… N/A GH Stars $30/mo
cross stack

Pinecone

Apache-2.0
β˜… 454 GH Stars Free Tier
VS

Scrapfly

Cloud
β˜… N/A GH Stars $30/mo
cross stack

Qdrant

Apache-2.0
β˜… 35.2k GH Stars $25/mo
VS

Scrapfly

Cloud
β˜… N/A GH Stars $30/mo
cross stack

Replit Agent Sandbox

Cloud
β˜… N/A GH Stars $20/mo
VS

Scrapfly

Cloud
β˜… N/A GH Stars $30/mo
cross stack

RunPod

MIT
β˜… 317 GH Stars $10/mo
VS

Scrapfly

Cloud
β˜… N/A GH Stars $30/mo
web scrapers

Scrapfly

Cloud
β˜… N/A GH Stars $30/mo
VS

ScrapingBee

Cloud
β˜… N/A GH Stars $49/mo
web scrapers

Scrapfly

Cloud
β˜… N/A GH Stars $30/mo
VS

Spider

MIT
β˜… 2.8k GH Stars $15/mo
cross stack

Scrapfly

Cloud
β˜… N/A GH Stars $30/mo
VS

Supabase Vector

Apache-2.0
β˜… 113.9k GH Stars $25/mo
web scrapers

Scrapfly

Cloud
β˜… N/A GH Stars $30/mo
VS

Tavily

MIT
β˜… 1.4k GH Stars $30/mo
cross stack

Scrapfly

Cloud
β˜… N/A GH Stars $30/mo
VS

Vespa

Apache-2.0
β˜… 7.1k GH Stars $190/mo
cross stack

Scrapfly

Cloud
β˜… N/A GH Stars $30/mo
VS

Wasmer

MIT
β˜… 21.2k GH Stars $10/mo
cross stack

Scrapfly

Cloud
β˜… N/A GH Stars $30/mo
VS

Weaviate

OS
β˜… 16.9k GH Stars $25/mo