airweave vs firecrawl
A neutral, constraint-first comparison - live GitHub stats and typed relationships, not marketing.
| airweave | firecrawl | |
|---|---|---|
| Tagline | Open-source context retrieval layer for AI agents | The API to search, scrape, and interact with the web at scale. |
| Stars | 6.5k | 147k |
| Forks | 813 | 8.5k |
| Open issues | 132 | 387 |
| Language | Python | TypeScript |
| License | MIT | AGPL-3.0 |
| Last pushed | Jun 5, 2026 | Jul 7, 2026 |
| Categories | Inference & Serving, AI Agents | AI Agents, Data & Retrieval |
airweave
Airweave is an open-source project designed to provide a robust context retrieval layer for AI agents and Retrieval-Augmented Generation (RAG) systems.
Python
firecrawl
Firecrawl is an open-source web context API aimed at finding sources, extracting content, and converting it into clean Markdown or structured data. It focuses on reliability, speed, and LLM-ready output formats.
TypeScript