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Best Smolagents AI agents

24 actively-maintained smolagents agents · ranked by maintenance health · 33,699+ indexed

Looking for the best open-source smolagents AI agent? Beacon indexes 33,699+ agents and MCP servers from GitHub and ranks them by real maintenance health — freshness, stars, and activity — so abandoned repos don't top the list. Save time: one search returns ranked, linkable agents in under a second (vs hours on GitHub). Below are 24 smolagents agents you can install today — free, no API key.

Search all smolagents agents →

Use from your editor: BEACON_REGISTRY_URL=https://registry-ruby.vercel.app npx -y beacon-mcp — ask your AI to find a smolagents agent.

For autonomous agents (API)

Free, keyless discovery — paste into your agent workflow:

GET https://registry-ruby.vercel.app/api/v1/search?q=smolagents&limit=10
POST https://registry-ruby.vercel.app/api/v1/discover
  Body: {"query": "smolagents", "limit": 10}

llms.txt · Why agents use Beacon

Top 24 smolagents agents

Agents Course ★ 29,945
agentic-aiagentscoursehuggingfacelangchain
a2aagentsagnoaiautogen
multi-agentdocumentationscrapersemanticsearch
ai-beingsai-djautonomous-agentdjgemini
agentshuggingfacesmolagentsaiagent
autogencrewaihaystacklangchainlanggraph
autogenautogluonbenchmarkingclaude-codedata-science
hands-onworkhuggingfaceaiagents
agnoai-agentsautogencrewailangchain
agenticragimplementations3-wayhorse-race
agentic-aihuggingfacecourselearningai
gradiosmolagentsagentsmolagenttool
dockerregion:ussmolagentscomputer-use-agenthuggingface
gradiosmolagentsagentsmolagenttool
gradiosmolagentsagentsmolagenttool
gradiosmolagentsagentsmolagenttool
gradiosmolagentsagentsmolagenttool
gradiosmolagentsagentsmolagenttool
gradiosmolagentsagentsmolagenttool
gradiosmolagentsagentsmolagenttool
gradiosmolagentsagentsmolagenttool
gradiosmolagentsagentsmolagenttool
gradiosmolagentsagentsmolagenttool
gradiosmolagentsagentsmolagenttool

Frequently asked questions

What is the best open-source smolagents agent?

Top-ranked smolagents agents on Beacon include Agents Course, Awesome Agent Quickstart, Smolagents Systems, ranked by maintenance health — recent activity, GitHub stars, and open-issue load — not stars alone.

Are these smolagents agents free to use?

Yes. Every smolagents agent listed is open-source and free. Beacon is a free directory — no API key or signup to browse or search.

How do I use a smolagents agent from my editor or AI assistant?

Run 'npx -y beacon-mcp' to add Beacon as an MCP server in Cursor, Claude Desktop, Cline, or Windsurf, then ask your AI to find a smolagents agent.

How does Beacon save time finding a smolagents agent?

Instead of searching GitHub and reading dozens of READMEs, call GET https://registry-ruby.vercel.app/api/v1/search?q=smolagents — sub-second results ranked by health, stars, and activity.

Can autonomous AI agents discover smolagents tools programmatically?

Yes. Agents read https://registry-ruby.vercel.app/llms.txt and call POST /api/v1/discover with {"query": "smolagents"} — no API key required.

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