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

# firecrawl vs mcp-toolbox

Neutral, constraint-first comparison with live GitHub stats.

| | [firecrawl](/tools/firecrawl-firecrawl.md) | [mcp-toolbox](/tools/googleapis-mcp-toolbox.md) |
| --- | --- | --- |
| Tagline | API for searching, scraping, and interacting with the web at scale | MCP Server connecting AI agents to enterprise databases |
| Stars | 147,199 | 15,889 |
| Forks | 8,453 | 1,629 |
| Open issues | 388 | 227 |
| Language | TypeScript | Go |
| License | AGPL-3.0 | Apache-2.0 |
| Categories | AI Agents, Data & Retrieval | AI Agents, Data & Retrieval |

---

**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/_