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Firecrawl vs LlamaIndex

Side-by-side comparison with live GitHub signals. Last updated April 1, 2026.

F

Firecrawl

Web scraping API built for LLMs — turn any website into LLM-ready data — 89K+ stars

OSSfreemium
102.1Ktoday138
L

LlamaIndex

Data framework for LLM applications — RAG, agents, and workflows — 47K+ stars

OSSFree
48.2Ktoday474
MetricFirecrawlLlamaIndex
GitHub Stars102.1K48.2K
Contributors138474
Last CommitMar 31, 2026Mar 31, 2026
Open Issues240262
Licenseopen-sourceopen-source
Pricingfreemiumopen-source
Free TierYesYes
Categorydev-toolsdev-tools
TrendingNoNo

Shared Tags

ragpythonopen-source

Only in Firecrawl

web-scrapingapillm-datamarkdown

Only in LlamaIndex

data-frameworkagentsworkflows

About Firecrawl

Firecrawl is a web scraping API that turns entire websites into clean, LLM-ready markdown or structured data. Handles JavaScript rendering, anti-bot bypassing, sitemaps, and recursive crawling. Provides scrape (single URL), crawl (entire site), map (discover URLs), and extract (structured data) endpoints. Essential infrastructure for RAG pipelines and AI agents that need web data.

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About LlamaIndex

LlamaIndex is the leading data framework for building LLM-powered applications. Provides data connectors for 160+ sources, advanced RAG pipelines, document agents, and a workflow engine for complex agentic applications. The standard for connecting LLMs to your data.

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