gpt-researcher vs firecrawl
A neutral, constraint-first comparison - live GitHub stats and typed relationships, not marketing.
| gpt-researcher | firecrawl | |
|---|---|---|
| Tagline | Autonomous agent for deep research using any LLM | The API to search, scrape, and interact with the web at scale. |
| Stars | 28k | 147k |
| Forks | 3.8k | 8.5k |
| Open issues | 210 | 387 |
| Language | Python | TypeScript |
| License | Apache-2.0 | AGPL-3.0 |
| Last pushed | Jul 5, 2026 | Jul 7, 2026 |
| Categories | AI Agents, LLM Frameworks | Data & Retrieval, AI Agents |
gpt-researcher
An AI tool that autonomously performs in-depth research tasks, generating detailed reports. It leverages LLMs to gather information and provide accurate, factual insights with citations.
Python
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