Top Python AI agents repositories on GitHub
Autonomous and tool-using agent frameworks built around LLMs. Filtered to projects whose primary language is Python.
Ranked by stars across 1,006 Python repositories tagged ai-agents. Refreshed daily.
- 1NousResearch/hermes-agent★ 198,373 · ⑂ 35,188
The agent that grows with you
- ai
- ai-agent
- ai-agents
- llm
- anthropic
- chatgpt
- 2langchain-ai/langchain★ 139,775 · ⑂ 23,181
The agent engineering platform.
- ai
- anthropic
- gemini
- langchain
- llm
- openai
- 3browser-use/browser-use★ 99,754 · ⑂ 11,121
🌐 Make websites accessible for AI agents. Automate tasks online with ease.
- llm
- ai-agents
- ai-tools
- browser-automation
- python
- browser-use
- 4infiniflow/ragflow★ 83,251 · ⑂ 9,637
RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs
- ai
- ai-agents
- context-engine
- llm-apps
- rag
- retrieval-augmented-generation
- 5bytedance/deer-flow★ 72,048 · ⑂ 9,777
An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.
- agent
- agentic
- agentic-framework
- agentic-workflow
- ai
- ai-agents
- 6ComposioHQ/awesome-claude-skills★ 65,356 · ⑂ 7,261
A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows
- claude
- claude-code
- agent-skills
- ai-agents
- antigravity
- automation
- 7
- 8crewAIInc/crewAI★ 54,044 · ⑂ 7,565
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
- agents
- ai
- ai-agents
- llms
- aiagentframework
- 9zhayujie/CowAgent★ 45,497 · ⑂ 10,221
Open-source super AI assistant & Agent Harness. Plans tasks, runs tools and skills, self-evolves with memory and knowledge. Multi-model, multi-channel. Lightweight, extensible, one-line install. (formerly chatgpt-on-wechat)
- openai
- ai
- llm
- ai-agent
- deepseek
- mcp
- 10HKUDS/nanobot★ 44,489 · ⑂ 7,859
Lightweight, open-source AI agent for your tools, chats, and workflows.
- ai
- ai-agent
- ai-agents
- anthropic
- chatgpt
- claude
- 11sickn33/antigravity-awesome-skills★ 41,245 · ⑂ 6,635
Installable GitHub library of 1,600+ agentic skills for Claude Code, Cursor, Codex CLI, Gemini CLI, Antigravity, and more. Includes specialized plugins, installer CLI, bundles, workflows, and official/community skill collections.
- agentic-skills
- ai-agents
- antigravity
- claude-code
- mcp
- ai-workflows
- 12agno-agi/agno★ 40,782 · ⑂ 5,544
Build, run, and manage agent platforms.
- developer-tools
- python
- agents
- ai
- ai-agents
- 13wshobson/agents★ 36,998 · ⑂ 3,996
Multi-harness agentic plugin marketplace for Claude Code, Codex CLI, Cursor, OpenCode, GitHub Copilot, and Gemini CLI
- agents
- anthropic
- automation
- workflows
- orchestration
- agent-skills
- 14langchain-ai/langgraph★ 35,304 · ⑂ 5,921
Build resilient agents.
- agents
- ai
- ai-agents
- chatgpt
- deepagents
- enterprise
- 15rohitg00/ai-engineering-from-scratch★ 35,107 · ⑂ 5,729
Learn it. Build it. Ship it for others.
- agents
- ai
- ai-agents
- ai-engineering
- computer-vision
- course
- 16VectifyAI/PageIndex★ 33,251 · ⑂ 2,893
📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG
- agentic-ai
- agents
- ai
- ai-agents
- context-engineering
- llm
- 17ashishpatel26/500-AI-Agents-Projects★ 32,840 · ⑂ 5,805
The 500 AI Agents Projects is a curated collection of AI agent use cases across various industries. It showcases practical applications and provides links to open-source projects for implementation, illustrating how AI agents are transforming sectors such as healthcare, finance, education, retail, and more.
- ai-agents
- genai
- 18CloakHQ/CloakBrowser★ 26,716 · ⑂ 2,100
Stealth Chromium that passes every bot detection test. Drop-in Playwright replacement with source-level fingerprint patches. 30/30 tests passed.
- anti-detect
- bot-detection
- browser-automation
- chromium
- cloudflare
- fingerprint
- 19volcengine/OpenViking★ 25,856 · ⑂ 2,001
OpenViking is an open-source context database designed specifically for AI Agents(such as openclaw). OpenViking unifies the management of context (memory, resources, and skills) that Agents need through a file system paradigm, enabling hierarchical context delivery and self-evolving.
- context-engineering
- filesystem
- rag
- memory
- skill
- agent
- 20HKUDS/DeepTutor★ 24,856 · ⑂ 3,359
DeepTutor: Agent-native Personalized Tutoring. https://deeptutor.info/.
- ai-tutor
- deepresearch
- interactive-learning
- large-language-models
- multi-agent-systems
- rag
- 21OthmanAdi/planning-with-files★ 23,675 · ⑂ 2,066
Persistent file-based planning for AI coding agents and long-running agentic tasks. Crash-proof markdown plans that survive context loss and /clear, plus a deterministic completion gate and multi-agent shared state on disk. Manus-style. Works with Claude Code, Codex CLI, Cursor, Kiro, OpenCode and 60+ agents via the SKILL.md standard.
- claude
- claude-code
- claude-skills
- manus
- agent-skills
- planning
- 22letta-ai/letta★ 23,434 · ⑂ 2,492
Platform for stateful agents: AI with advanced memory that can learn and self-improve over time.
- llm
- llm-agent
- ai
- ai-agents
- 23google/adk-python★ 20,200 · ⑂ 3,601
An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.
- agent
- agents
- agents-sdk
- ai
- ai-agents
- multi-agent-systems
- 24topoteretes/cognee★ 18,302 · ⑂ 1,949
Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine.
- ai
- cognitive-architecture
- vector-database
- ai-agents
- graph-database
- ai-memory
- 25emcie-co/parlant★ 18,131 · ⑂ 1,534
Build reliable customer-facing AI agents with Parlant: an interaction control harness optimized for controlled, consistent, and predictable LLM interactions.
- ai-agents
- genai
- llm
- customer-service
- customer-success
- gemini
Find Python engineers shipping AI agents
The list above ranks the most-starred public Python repositories tagged with the AI agents topic, drawn from the public GitHub graph. Across 1,006 matching repositories, the contributors are a tight cluster of engineers with both Python chops and real AI agents experience.
That overlap is rare. Most Python engineers haven’t shipped AI agents, and most AI agents maintainers don’t write Python. The people on this list’s contributor graph are the ones who do both.
Refolk turns this list into a search. Ask for “Python AI agents maintainers hiring” or “Python engineers shipping AI agents in 2025” and Refolk returns a ranked shortlist with the commits, profiles, and projects behind each name.
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Last refreshed: Sun, 21 Jun 2026 03:01:15 GMT
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Related lists
- Python · Machine learning
- Python · Deep learning
- Python · Computer vision
- Python · Natural language processing
- Python · LLM
- Python · RAG
- Python · Embeddings
- Python · Transformers
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