# smolagents

**Canonical:** https://apis.io/providers/smolagents/  
**Website:** https://huggingface.co/smolagents  
**APIs profiled:** 1

smolagents is an open-source Python library developed by Hugging Face that enables developers to build and run powerful AI agents with minimal code. The library provides two primary agent paradigms: CodeAgent, which writes actions as Python code snippets for maximum expressiveness and composability, and ToolCallingAgent, which uses structured JSON for reliable and safe tool interactions. smolagents is model-agnostic, supporting Hugging Face Inference Providers, local Transformers, Ollama, LiteLLM (100+ LLMs), Azure OpenAI, Amazon Bedrock, and MLX models. Hub integration allows teams to share and load agents and tools as Gradio Spaces, and multi-agent orchestration enables hierarchical systems where manager agents coordinate specialized sub-agents.

## Kin Score — 28.4 / 100 (thin)

Scored 2026-08-25 under rubric 0.14.0. Trend: flat (+0.0 from 28.4).

| Facet | Score |
|---|---|
| Discoverability | 68.5 |
| Contract Quality | 10.7 |
| Governance | 0.0 |
| Contract Governance | 0.0 |
| Operational Transparency | 50.0 |
| Developer Ergonomics | 11.9 |
| Commercial Clarity | 50.0 |
| Access Clarity | 50.0 |

## Agent readiness — 2.5 (human-only)

| Dimension | Value |
|---|---|
| Spec Presence | no |
| Agentic Access | no |
| Reversibility Documented | no |
| MCP Server | no |
| Auth Clarity | no |
| Idempotency | no |
| Error Semantics | no |
| OpenAPI Examples | no |
| Rate Limit Signal | documented |
| Event Surface Described | no |
| Agent Skills | no |
| Well Known Catalog | no |
| Consent Identity | no |
| Agent Card | no |
| Dry Run Mode | no |
| Delegated Identity | no |
| Protected Resource Metadata | no |
| Dynamic Client Registration | no |
| Agentic Commerce | no |

## Access

Freemium — onboarding: unknown, pricing: freemium, trial: no (confidence: medium).

## APIs (1)

- **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 orchestrat...

## Security (2)

- **Smolagents Domain Security** — TLSv1.3 · DNSSEC · DMARC
- **Smolagents Vulnerability Disclosure** — security.txt · contact published

## Plans (1)

- **Smolagents Plans Pricing**

## Tags

AI Agents, Multi-Agent, Python, Code Generation, LLM, Hugging Face, Open-Source, Machine-Learning

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Profiled by [API Evangelist](https://apievangelist.com) and published on [APIs.io](https://apis.io/providers/smolagents/). Scores are computed from the provider's own public artifacts under a published rubric.