firecrawl vs autoflow
A neutral, constraint-first comparison - live GitHub stats and typed relationships, not marketing.
| firecrawl | autoflow | |
|---|---|---|
| Tagline | The API to search, scrape, and interact with the web at scale. | pingcap/autoflow is a Graph RAG based and conversational knowledge base tool built with TiDB Serverless Vector Storage. |
| Stars | 147k | 2.8k |
| Forks | 8.5k | 178 |
| Open issues | 387 | 75 |
| Language | TypeScript | TypeScript |
| License | AGPL-3.0 | Apache-2.0 |
| Last pushed | Jul 7, 2026 | Apr 27, 2026 |
| Categories | Data & Retrieval, AI Agents | Developer Tools, AI Agents, Evaluation & Observability |
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
autoflow
AutoFlow is an open-source graph-based retrieval and generation (RAG) system designed to enhance conversational search experiences in web contexts. It leverages advancements from TiDB, LlamaIndex, and DSPy frameworks for data processing, chatbot interactions, and knowledge retrieval capabilities.
TypeScript