firecrawl vs cognee
A neutral, constraint-first comparison - live GitHub stats and typed relationships, not marketing.
| firecrawl | cognee | |
|---|---|---|
| Tagline | The API to search, scrape, and interact with the web at scale. | Open-Source AI Memory Platform |
| Stars | 147k | 27k |
| Forks | 8.5k | 2.5k |
| Open issues | 387 | 628 |
| Language | TypeScript | Python |
| License | AGPL-3.0 | Apache-2.0 |
| Last pushed | Jul 7, 2026 | Jul 7, 2026 |
| Categories | Data & Retrieval, AI Agents | AI Agents |
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
cognee
Cognee provides persistent long-term memory for AI agents by ingesting data of any format and building a self-hosted knowledge graph.
Python