🧠 Looking for the best ai & ml agents? We ranked all 431 agents in the AI & ML category by GitHub stars and community trust. Here are the top 10.
Top 10 AI & ML Agents
- AutoGPT (170,000 stars, trust 85) — An experimental open-source autonomous AI agent
- Langflow (140,000 stars, trust 88) — Low-code app builder for RAG and multi-agent AI
- Ollama (115,000 stars, trust 90) — Run LLMs locally with a single command
- awesome-llm-apps (104,282 stars, trust 91) — Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models.
- awesome-mcp-servers (84,073 stars, trust 87) — A collection of MCP servers.
- browser-use (78,000 stars, trust 91) — Make AI agents interact with any website
- PaddleOCR (74,669 stars, trust 85) — Turn any PDF or image document into structured data for your AI. A powerful, lightweight OCR toolkit that bridges the ga
- Prompt-Engineering-Guide (72,635 stars, trust 85) — 🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.
- RAGFlow (70,000 stars, trust 86) — Open-source RAG engine for deep document understanding
- OpenHands (69,400 stars, trust 89) — Open-source AI software engineer (formerly OpenDevin)
How We Rank
Rankings are based on real signals: GitHub stars, download counts, update frequency, and community adoption. Each agent gets a trust score from 0-100 reflecting these factors.
Browse all 431 ai & ml agents or compare any two side-by-side.