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Mastra vs SmolAgents
Side-by-side comparison of Mastra and SmolAgents — features, pricing, performance scores, and which to choose for your AI agents.
View All Framework ComparisonsQuick Verdict
| Dimension | Mastra | SmolAgents | Winner |
|---|---|---|---|
Ease of Use | 4/5 | 4/5 | Tie |
Scalability | 4/5 | 3/5 | Mastra |
Documentation | 4/5 | 4/5 | Tie |
Community | 3/5 | 3/5 | Tie |
Performance | 4/5 | 4/5 | Tie |
Overall: Mastra wins 1 categories, SmolAgents wins 0, 4 tied
Feature Comparison
| Feature | Mastra | SmolAgents |
|---|---|---|
| Primary Language | TypeScript | Python |
| License | MIT | Apache-2.0 |
| Pricing | Open Source | Open Source |
| GitHub Stars | 7,500 | 5,000 |
| Difficulty | Intermediate | Intermediate |
| Enterprise Ready | ||
| Community Size | Medium | Medium |
| Category | Multi-Agent Systems | Multi-Agent Systems |
Pros & Cons
Mastra
Advantages
TypeScript-first framework
Good for JavaScript developers
YC-backed with funding
MIT license
Quick development focus
Limitations
Very new framework
Small community
Limited documentation
Fewer integrations than Python frameworks
SmolAgents
Advantages
Extremely lightweight and minimal
Code agents write actions in code
Easy to understand core logic (~1000 lines)
HuggingFace ecosystem integration
Apache 2.0 license
Limitations
Very new with small community
Limited features compared to mature frameworks
Less production-proven
Minimal documentation
Not suitable for complex enterprise needs
Best Use Cases
Mastra
TypeScript AI applications
Next.js AI integrations
Node.js agent systems
Rapid MVP development
SmolAgents
Code-writing agents
Lightweight agent experiments
Research and prototyping
Tool-calling workflows
Minimal overhead applications
Getting Started
Mastra
Installation
npm install @mastra/core
SmolAgents
Installation
pip install smolagents
Learn More
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