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Firecrawl vs Graphify

Compare Firecrawl and Graphify - features, pricing, and which is better for your workflow.

What is Firecrawl?

Open-source web data API for AI agents and LLM apps that searches, scrapes, and interacts with the web.

Price: Freemium

  • Open-source web data API for AI agents and LLM apps
  • Alexandria indexes, including the Government & Legal Index
  • SDKs for Python, Node.js, Go, and Rust
  • Same product as the Firecrawl tool listing
Learn more about Firecrawl

What is Graphify?

Turn a codebase into a knowledge graph your AI assistant can trace — answers come back as graph paths with real file:line citations.

Price: Free

  • Maps a whole codebase with a single command
  • Answers are explicit graph paths, not embedding similarity
  • Real file:line citations you can check
  • Runs on-device — no account, no API keys, no telemetry
  • Install with uv tool install graphifyy, then graphify install
  • Open source under Apache 2.0
Learn more about Graphify