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smolagents

Hugging Face
open source / Overall score: 3.0

Minimal code-first agent framework from Hugging Face, whose CodeAgent writes actions as executable Python rather than JSON tool calls. The core is about a thousand lines. It runs actions in a sandbox, is model-agnostic across hosted and local providers, and imports tools over MCP and from LangChain.

Openness

5 high confidence
5.0
license
Apache-2.0(OSI)
source
public(github.com/huggingface/smolagents)
core features withheld
no

Fully OSI-licensed (Apache-2.0), entire library public, no proprietary/managed core, top openness.

Adoption

3 high confidence
3.0

Adoption is measured by PyPI downloads of smolagents, the channel through which it is mainly distributed, over the trailing month. That places it below the heavier, more established frameworks it competes with, though the package is the product itself rather than an SDK, so this count measures it directly.

Capability

3 medium confidence
3.0

Smolagents is strong on model-agnosticism, tool use and sandboxed code execution but deliberately small, with a thinner orchestration and evaluation surface than OpenHands. The only benchmark it publishes compares open models run as agents rather than the framework itself, so it is judged on features.

Verified 2026-09-24