---
title: "firecrawl vs cognee"
type: "comparison"
canonical_url: "https://www.graphcanon.com/compare/firecrawl-firecrawl-vs-topoteretes-cognee"
tools: ["firecrawl-firecrawl", "topoteretes-cognee"]
---

# firecrawl vs cognee

Neutral, constraint-first comparison with live GitHub stats.

| | [firecrawl](/tools/firecrawl-firecrawl.md) | [cognee](/tools/topoteretes-cognee.md) |
| --- | --- | --- |
| Tagline | The API to search, scrape, and interact with the web at scale. | Open-Source AI Memory Platform |
| Stars | 147,150 | 27,309 |
| Forks | 8,453 | 2,542 |
| Open issues | 387 | 628 |
| Language | TypeScript | Python |
| License | AGPL-3.0 | Apache-2.0 |
| Categories | AI Agents, Data & Retrieval | AI Agents |

---

**Machine-readable endpoints**

- JSON: [`/api/graphcanon/graph?tool=firecrawl-firecrawl`](/api/graphcanon/graph?tool=firecrawl-firecrawl)
- LLM index: [/llms.txt](/llms.txt)
- Full corpus: [/llms-full.txt](/llms-full.txt)

_GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_