← Beacon · open-source AI agent registry

Best Autogen Rag AI agents

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

Looking for the best open-source autogen rag 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 autogen rag agents you can install today — free, no API key.

Search all autogen rag agents →

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

For autonomous agents (API)

Free, keyless discovery — paste into your agent workflow:

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

llms.txt · Why agents use Beacon

Top 24 autogen rag agents

Markitdown ★ 165,299
autogenautogen-extensionlangchainmarkdownmicrosoft-office
agentic-aiagentic-frameworkagentic-ragai-agentsai-agents-framework
Autogen ★ 59,705
agenticagentic-agiagentsaiautogen
Llama Index ★ 50,816
agentsdatafine-tuningllamaindexllm
Langfuse ★ 31,040
analyticsautogenevaluationlangchainlarge-language-models
Magentic Ui ★ 9,949
agentsaiai-uxautogenbrowser-use
Lavague ★ 6,380
aibrowserlarge-action-modelllmoss
Yuxi ★ 6,102
dockerfastapiharnesskbqakgqa
Agentops ★ 5,704
agentagentopsagents-sdkaianthropic
Taskingai ★ 5,390
agentaiai-nativefunction-callgenerative-ai
agentagentic-aiagentic-ragagentsai-agents
Neo ★ 3,232
agent-memoryaiai-agentai-memorycontext-engineering
Handy Ollama ★ 2,472
agentgguflangchainlarge-language-modelsllamaindex
Code Graph Rag ★ 2,311
aiastclaude-codecode-analysiscode-understanding
Llm For Zotero ★ 2,269
academic-papercodexliterature-analysisllm-agentmcp
Korean Law Mcp ★ 2,172
citation-verificationclaudehallucination-detectionkorean-lawlaw
agency-agentsagent-orchestrationai-agentsautogen-alternativeclaude
agenticagentic-aiagentic-frameworkagentic-patternagentic-rag
Memanto ★ 1,637
agent-memoryai-agentscrewailangchainllm-memory
agentsagents-teamattentionautogenautonomous-agents
agentagent-based-simulationagentic-workflowgroqlanggraph
agentslangchainlanggraphlangsmithrag
Autogroq ★ 1,499
agentsaiartificial-intelligenceautogencrewai
Director ★ 1,437
agentagent-frameworkai-agentsllmopenai

Frequently asked questions

What is the best open-source autogen rag agent?

Top-ranked autogen rag agents on Beacon include Markitdown, Ai Agents For Beginners, Autogen, ranked by maintenance health — recent activity, GitHub stars, and open-issue load — not stars alone.

Are these autogen rag agents free to use?

Yes. Every autogen rag 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 autogen rag 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 autogen rag agent.

How does Beacon save time finding a autogen rag agent?

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

Can autonomous AI agents discover autogen rag tools programmatically?

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

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