smolagents

smolagents Python Library

The core smolagents Python library providing CodeAgent and ToolCallingAgent classes for building AI agents that write Python code or structured JSON to call tools and orchestrate multi-agent systems. Integrates with Hugging Face Hub Inference Providers, LiteLLM, Transformers, Azure OpenAI, Amazon Bedrock, and local models via Ollama.

GitHub

Documentation

📖
Documentation
https://huggingface.co/docs/smolagents/en/index
📖
APIReference
https://huggingface.co/docs/smolagents/reference/agents

SDKs

📦
GitHubRepository
https://github.com/huggingface/smolagents

Other Resources

🔗
GuidedTour
https://huggingface.co/docs/smolagents/en/guided_tour
🔗
PyPI
https://pypi.org/project/smolagents/
🔗
APIsJSON
https://raw.githubusercontent.com/api-evangelist/smolagents/refs/heads/main/apis.yml

Work with this as data

Every API here is available over the APIs.io API and to AI agents over MCP.

MCP server

One button, every client — Claude, Cursor, VS Code and the rest.

https://apis.io/mcp

Tools for apis

7 MCP tools reach this
  • find_apisBrowse and filter every API in the catalog.
  • get_api_artifactsOne API's artifacts, grouped by type.
  • get_openapiThe primary OpenAPI for this API.
  • find_similar_apisAPIs that look like this one.
  • apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
  • resolveTurn a domain, URL or GitHub org into the provider it belongs to.
  • find_cohortsEvery scored population of providers in the catalog.
All 92 tools

Call it yourself

curl for this page
This API 
curl "https://apis.io/api/v1/apis/smolagents-python-library"
All apis 
curl "https://apis.io/api/v1/apis?limit=25"

Discovery needs no key. Ratings and market analysis are Pro.

Get an API key

Free tier, no email required.

GitHub Google LinkedIn

A second provider on the same verified email joins the account you already have.

API entry from apis.yml

apis.yml Raw ↑ 
aid: smolagents:smolagents-python-library
name: smolagents Python Library
description: 'The core smolagents Python library providing CodeAgent and ToolCallingAgent classes for
  building AI agents that write Python code or structured JSON to call tools and orchestrate multi-agent
  systems. Integrates with Hugging Face Hub Inference Providers, LiteLLM, Transformers, Azure OpenAI,
  Amazon Bedrock, and local models via Ollama.

  '
humanURL: https://huggingface.co/docs/smolagents/en/index
baseURL: https://huggingface.co
tags:
- Agents
- Python
- Code Agents
- Tool Calling
- Multi-Agent
properties:
- type: Documentation
  url: https://huggingface.co/docs/smolagents/en/index
- type: GuidedTour
  url: https://huggingface.co/docs/smolagents/en/guided_tour
- type: APIReference
  url: https://huggingface.co/docs/smolagents/reference/agents
- type: PyPI
  url: https://pypi.org/project/smolagents/
- type: GitHubRepository
  url: https://github.com/huggingface/smolagents