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

# firecrawl vs lmnr

Neutral, constraint-first comparison with live GitHub stats.

| | [firecrawl](/tools/firecrawl-firecrawl.md) | [lmnr](/tools/lmnr-ai-lmnr.md) |
| --- | --- | --- |
| Tagline | The API to search, scrape, and interact with the web at scale. | Open-source observability platform for AI agents |
| Stars | 147,150 | 3,072 |
| Forks | 8,453 | 216 |
| Open issues | 387 | 91 |
| Language | TypeScript | TypeScript |
| License | AGPL-3.0 | Apache-2.0 |
| Categories | AI Agents, Data & Retrieval | AI Agents, Evaluation & Observability |

---

**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/_