What is the best alternative to firecrawl?

It depends on whether you'd rather self-host or buy a managed product. Scrapling is the most widely-adopted open-source alternative (84k GitHub stars); Consensus is one of the commercial options. Compare the full list above on adoption, license, and pricing.

Is there a free or open-source alternative to firecrawl?

Yes. Scrapling, TrendRadar, and BettaFish are open-source research & data agents you can self-host for free — you still pay for the infrastructure you run them on and any model or API usage. See the ranked open-source list above.

How are these firecrawl alternatives ranked?

Every product in the research & data agents category is a candidate. Open-source alternatives are ranked by maintained adoption — GitHub stars plus recent commit activity — so you see what's genuinely used, not abandoned. Commercial products are listed separately and alphabetically, because stars don't measure commercial adoption. Sponsored placement is always labeled and never affects the ranking.

Alternatives · Research & Data Agents

firecrawl alternatives

Looking for an alternative to firecrawl? Below are the research & data agents in our index that do a similar job — open-source options are ranked by real maintained adoption (GitHub stars and recent commit activity), never by sponsorship. firecrawl is open source, so the list below includes both other self-hostable projects and commercial products.

the 10 closest of 26 · all research & data agents · how we rank

The product you're replacing

firecrawlInfrastructureResearch & Data Agents

The API to search, scrape, and interact with the web at scale.

Open source · 186k stars · TypeScript · AGPL-3.0 · updated Sep 2026

Visit firecrawl →Full firecrawl record

firecrawl's own profile notes it may not be the right fit if you need a full browser-automation agent rather than a data API. If that's you, the options below are worth comparing.

Building one yourself? How to build a RAG knowledge assistant →

Commercial alternatives to firecrawl

Listed alphabetically — GitHub stars don't measure commercial adoption.

ConsensusAgentAI search engine over 200M+ scientific papers.FreemiumVerified

vs firecrawl — Consensus is a commercial product; firecrawl is open-source and self-hostable.

ElicitAgentAI research assistant that analyzes papers and automates literature review.FreemiumVerified

vs firecrawl — Elicit is a commercial product; firecrawl is open-source and self-hostable.

HarveyPlatformDomain-specific AI agents for legal and professional services work.Paid productVerified

vs firecrawl — Harvey is a commercial product; firecrawl is open-source and self-hostable.

PerplexityAgentAI answer engine with deep research agents that cite their sources.FreemiumVerified

vs firecrawl — Perplexity is a commercial product; firecrawl is open-source and self-hostable.

Open-source alternatives to firecrawl

Ranked by maintained adoption — self-hostable and free to run.

ScraplingInfrastructureAn adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!Open sourcePython · BSD-3-ClauseVerified · Active 84kGitHub stars

vs firecrawl — firecrawl is written primarily in TypeScript; Scrapling in Python.

TrendRadarAgentAI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.Open sourcePython · GPL-3.0Verified · Active 63kGitHub stars

vs firecrawl — firecrawl is written primarily in TypeScript; TrendRadar in Python.

BettaFishAgentA multi-agent public-opinion analysis assistant anyone can use -- reconstructs the real shape of public sentiment and forecasts where it is heading. Built from scratch, no framework dependencies.Open sourcePython · GPL-2.0Verified · Active 42kGitHub stars

vs firecrawl — firecrawl is written primarily in TypeScript; BettaFish in Python.

khojAgentYour AI second brain. Self-hostable. Get answers from the web or your docs. Build custom agents, schedule automations, do deep research.Open sourcePython · AGPL-3.0Verified 38kGitHub stars

vs firecrawl — firecrawl is written primarily in TypeScript; khoj in Python.

stormAgentAn LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.Open sourcePython · MITVerified 32kGitHub stars

vs firecrawl — firecrawl is written primarily in TypeScript; storm in Python.

WeKnoraPlatformOpen-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki.Open sourceGoVerified · Active 31kGitHub stars

vs firecrawl — firecrawl is written primarily in TypeScript; WeKnora in Go.

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Showing the 10 closest. See all 26 research & data agents →

Compare firecrawl head-to-head

Frequently asked

What is the best alternative to firecrawl?: It depends on whether you'd rather self-host or buy a managed product. Scrapling is the most widely-adopted open-source alternative (84k GitHub stars); Consensus is one of the commercial options. Compare the full list above on adoption, license, and pricing.
Is there a free or open-source alternative to firecrawl?: Yes. Scrapling, TrendRadar, and BettaFish are open-source research & data agents you can self-host for free — you still pay for the infrastructure you run them on and any model or API usage. See the ranked open-source list above.
How are these firecrawl alternatives ranked?: Every product in the research & data agents category is a candidate. Open-source alternatives are ranked by maintained adoption — GitHub stars plus recent commit activity — so you see what's genuinely used, not abandoned. Commercial products are listed separately and alphabetically, because stars don't measure commercial adoption. Sponsored placement is always labeled and never affects the ranking.