Comparison
firecrawl vs UltraRAG
A neutral, constraint-first comparison - live GitHub stats and typed relationships, not marketing.
vs
| firecrawl | UltraRAG | |
|---|---|---|
| Tagline | API for searching, scraping, and interacting with the web at scale | Less Code, Lower Barrier, Faster Deployment |
| Stars | 147k | 5.6k |
| Forks | 8.5k | 434 |
| Open issues | 388 | 24 |
| Language | TypeScript | Python |
| License | AGPL-3.0 | Apache-2.0 |
| Last pushed | Jul 7, 2026 | Jul 6, 2026 |
| Categories | AI Agents, Data & Retrieval | Data & Retrieval, LLM Frameworks |
Choose firecrawl if…
- More widely adopted - 147k stars vs 5.6k.
- More recently updated (last pushed Jul 7, 2026).
- Also covers AI Agents.