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

# firecrawl vs pentagi

Neutral, constraint-first comparison with live GitHub stats.

| | [firecrawl](/tools/firecrawl-firecrawl.md) | [pentagi](/tools/vxcontrol-pentagi.md) |
| --- | --- | --- |
| Tagline | API for searching, scraping, and interacting with the web at scale | Fully autonomous AI Agents system capable of performing complex penetration testing tasks |
| Stars | 147,199 | 18,268 |
| Forks | 8,453 | 2,502 |
| Open issues | 388 | 64 |
| Language | TypeScript | Go |
| License | AGPL-3.0 | MIT |
| 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/_