Refolk

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 755 Python repositories tagged ai-agents. Refreshed daily.

  1. 1
    NousResearch/hermes-agent136,327 · ⑂ 20,901

    The agent that grows with you

    • ai
    • ai-agent
    • ai-agents
    • llm
    • anthropic
    • chatgpt
  2. 2
    langchain-ai/langchain135,982 · ⑂ 22,480

    The agent engineering platform. Available in TypeScript!

    • ai
    • anthropic
    • gemini
    • langchain
    • llm
    • openai
  3. 3
    browser-use/browser-use92,581 · ⑂ 10,492

    🌐 Make websites accessible for AI agents. Automate tasks online with ease.

    • llm
    • ai-agents
    • ai-tools
    • browser-automation
    • python
    • browser-use
  4. 4
    infiniflow/ragflow79,858 · ⑂ 9,089

    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
  5. 5
    bytedance/deer-flow65,666 · ⑂ 8,681

    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
  6. 6
    ComposioHQ/awesome-claude-skills58,401 · ⑂ 6,315

    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. 7
    mem0ai/mem054,963 · ⑂ 6,226

    Universal memory layer for AI Agents

    • ai
    • chatgpt
    • llm
    • python
    • chatbots
    • rag
  8. 8
    crewAIInc/crewAI50,780 · ⑂ 7,011

    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
  9. 9
    HKUDS/nanobot41,834 · ⑂ 7,354

    "🐈 nanobot: The Ultra-Lightweight Personal AI Agent"

    • ai
    • ai-agent
    • ai-agents
    • anthropic
    • chatgpt
    • claude
  10. 10
    agno-agi/agno39,959 · ⑂ 5,347

    Run agents as production software.

    • developer-tools
    • python
    • agents
    • ai
    • ai-agents
  11. 11
    sickn33/antigravity-awesome-skills36,636 · ⑂ 5,993

    Installable GitHub library of 1,400+ agentic skills for Claude Code, Cursor, Codex CLI, Gemini CLI, Antigravity, and more. Includes installer CLI, bundles, workflows, and official/community skill collections.

    • agentic-skills
    • ai-agents
    • antigravity
    • claude-code
    • mcp
    • ai-workflows
  12. 12
    langchain-ai/langgraph31,366 · ⑂ 5,339

    Build resilient language agents as graphs. Available in TypeScript!

    • agents
    • ai
    • ai-agents
    • chatgpt
    • deepagents
    • enterprise
  13. 13
    VectifyAI/PageIndex28,976 · ⑂ 2,462

    📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG

    • agentic-ai
    • agents
    • ai
    • ai-agents
    • context-engineering
    • llm
  14. 14
    volcengine/OpenViking23,562 · ⑂ 1,743

    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
  15. 15
    HKUDS/DeepTutor23,523 · ⑂ 3,123

    "DeepTutor: Agent-Native Personalized Learning Assistant"

    • ai-tutor
    • deepresearch
    • interactive-learning
    • large-language-models
    • multi-agent-systems
    • rag
  16. 16
    letta-ai/letta22,482 · ⑂ 2,390

    Letta is the platform for building stateful agents: AI with advanced memory that can learn and self-improve over time.

    • llm
    • llm-agent
    • ai
    • ai-agents
  17. 17

    FinceptTerminal is a modern finance application offering advanced market analytics, investment research, and economic data tools, designed for interactive exploration and data-driven decision-making in a user-friendly environment.

    • bloomberg-terminal
    • finance
    • financial-markets
    • investment
    • investment-research
    • machine-learning
  18. 18
    google/adk-python19,484 · ⑂ 3,345

    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
  19. 19
    emcie-co/parlant18,058 · ⑂ 1,529

    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
  20. 20
    topoteretes/cognee17,073 · ⑂ 1,783

    Memory control plane for AI Agents in 6 lines of code

    • ai
    • cognitive-architecture
    • vector-database
    • openai
    • rag
    • ai-agents
  21. 21
    cft0808/edict15,623 · ⑂ 1,655

    🏛️ 三省六部制 · OpenClaw Multi-Agent Orchestration System — 9 specialized AI agents with real-time dashboard, model config, and full audit trails

    • ai-orchestration
    • dashboard
    • llm
    • multi-agent
    • openclaw
    • python
  22. 22
    ag-ui-protocol/ag-ui13,382 · ⑂ 1,201

    AG-UI: the Agent-User Interaction Protocol. Bring Agents into Frontend Applications.

    • ag-ui-protocol
    • agent-frontend
    • agent-ui
    • agentic-workflow
    • ai-agents
  23. 23
    neuml/txtai12,471 · ⑂ 808

    💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows

    • python
    • search
    • nlp
    • semantic-search
    • vector-search
    • txtai
  24. 24
    e2b-dev/E2B12,090 · ⑂ 894

    Open-source, secure environment with real-world tools for enterprise-grade agents.

    • ai
    • gpt
    • openai
    • python
    • software
    • typescript
  25. 25
    simular-ai/Agent-S11,140 · ⑂ 1,301

    Agent S: an open agentic framework that uses computers like a human

    • agent-computer-interface
    • ai-agents
    • computer-automation
    • gui-agents
    • memory
    • mllm

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 755 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.

How this list is built

Refolk searched GitHub for public Python repositories tagged with the AI agents topic, ranked them by stargazer count, and kept those with at least 25 stars. The list refreshes once a day.

Last refreshed: Thu, 07 May 2026 05:54:57 GMT

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