coze-loop vs firecrawl
A neutral, constraint-first comparison - live GitHub stats and typed relationships, not marketing.
| coze-loop | firecrawl | |
|---|---|---|
| Tagline | Next-generation AI Agent Optimization Platform | The API to search, scrape, and interact with the web at scale. |
| Stars | 5.6k | 147k |
| Forks | 772 | 8.5k |
| Open issues | 65 | 387 |
| Language | Go | TypeScript |
| License | Apache-2.0 | AGPL-3.0 |
| Last pushed | Jul 7, 2026 | Jul 7, 2026 |
| Categories | Evaluation & Observability, AI Agents | Data & Retrieval, AI Agents |
coze-loop
Cozeloop provides full lifecycle management capabilities for AI agent development including development, debugging, evaluation, and monitoring.
Go
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