AIchitect
StacksGraphBuilderCompareGenome
207 tools · 25 stacks

AI tools are all over the place. This is the full landscape — 207 tools across 17 categories, mapped and connected. Ready to narrow it down? Build your stack →

Team size

Budget

Use case

Stage

Cluster

Stack Layers
What are you building and how is it defined?
How do you write and ship code?
How does your AI think and act?
Which models and infrastructure power it?
How do you build, observe, and extend it?
These tools integrates with
Firecrawl
vs
LlamaIndex

Choose Firecrawl when…

  • •You need to turn websites into clean markdown for RAG pipelines
  • •Your agent needs to research the web and extract structured data
  • •You're building a crawler that handles JS-rendered and dynamic sites

Choose LlamaIndex when…

  • •You're building RAG or knowledge base apps
  • •Structured data querying over documents is your focus
  • •You need powerful index and retrieval primitives
Field
Firecrawl
LlamaIndex
Category
Browser Automation
Pipelines & RAG
Type
OSS
OSS
Free Tier
✓ Yes
✓ Yes
Plans
Hobby: $16/moStandard: $83/mo
—
Stars
⭐ 26,000
⭐ 37,000
Health
—
●85 — Active
Trajectory
— not enough data
— not enough data
Synced
—
2 days ago

Firecrawl

Crawl and scrape websites into clean markdown or structured JSON — handles JavaScript rendering, PDFs, and dynamic content. LLM-ready output. Used as the data-ingestion layer for RAG pipelines and AI research agents.

LlamaIndex

Framework specialized in data ingestion, indexing, and retrieval for LLM applications. The go-to for complex RAG pipelines.

Firecrawl Website ↗GitHub ↗
LlamaIndex Website ↗GitHub ↗

Shared Connections (1)

LangChain

Only Firecrawl (2)

LlamaIndexBrowser Use

Only LlamaIndex (16)

CursorLangGraphQdrantChromapgvectorWeaviateLangfuseLiteLLM
See full comparison in Explore →