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Trending python repos

Repos whose maintainers tagged them python on GitHub (topics are labels that describe what a project is about), ranked by stars gained.

50 repos gained about 32k stars in the last 7 days. Leading this week: Panniantong/Agent-Reach, rohitg00/ai-engineering-from-scratch and MemPalace/mempalace.

50 repos tracked · ranked by stars gained · updated hourly

Related topics:llmmcpaiai-agentsopenaiagentstypescriptragmachine-learningdeveloper-toolsagentmcp-server

* / est. Estimated: until we have enough daily snapshots for a repo, its gain is total stars ÷ days since creation. Measured numbers replace estimates automatically.

  1. 1
    Panniantong/Agent-Reach

    Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees. Why it matters: worth a look if you build or run autonomous agents.

    AI agentsPython★ 97k

    +418*

    stars today

  2. 2
    rohitg00/ai-engineering-from-scratch

    Learn AI Engineering! Learn it. Build it. Ship it for others. Why it matters: useful plumbing for shipping LLM-powered features.

    LLM toolingPython★ 69k

    +328*

    stars today

  3. 3
    MemPalace/mempalace

    The best-benchmarked open-source AI memory system. And it's free. Why it matters: useful plumbing for shipping LLM-powered features.

    LLM toolingPython★ 60k

    +310*

    stars today

  4. 4
    headroomlabs-ai/headroom

    Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same… Why it matters: useful plumbing for shipping LLM-powered features.

    LLM toolingPython★ 75k

    +270*

    stars today

  5. 5
    HKUDS/nanobot

    Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation… Why it matters: worth a look if you build or run autonomous agents.

    AI agentsPython★ 49k

    +192*

    stars today

  6. 6
    HKUDS/Vibe-Trading

    "Vibe-Trading: Your Personal Trading Agent". Why it matters: worth a look if you build or run autonomous agents.

    AI agentsPython★ 35k

    +181*

    stars today

  7. 7
    browser-use/browser-use

    Agents that use the browser. Why it matters: worth a look if you build or run autonomous agents.

    AI agentsPython★ 118k

    +165*

    stars today

  8. 8
    bytedance/deer-flow

    An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and… Why it matters: worth a look if you build or run autonomous agents.

    AI agentsPython★ 84k

    +160*

    stars today

  9. 9
    Significant-Gravitas/AutoGPT

    AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what… Why it matters: useful plumbing for shipping LLM-powered features.

    LLM toolingPython★ 188k

    +143*

    stars today

  10. 10
    harry0703/MoneyPrinterTurbo

    利用 AI 大模型和自动化工作流,根据主题或关键词一键生成高清短视频。Generate HD short videos from a topic or keyword with an automated AI workflow. Why it matters: useful plumbing for shipping LLM-powered features.

    LLM toolingPython★ 131k

    +138*

    stars today

  11. 11
    CloakHQ/CloakBrowser

    Stealth Chromium that passes every bot detection test. Drop-in Playwright replacement with source-level fingerprint patches. 30/30 tests passed. Why it matters: worth a look if you build or run autonomous agents.

    AI agentsPython★ 32k

    +138*

    stars today

  12. 12
    langgenius/dify

    Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so… Why it matters: useful plumbing for shipping LLM-powered features.

    LLM toolingTypeScript★ 158k

    +124*

    stars today

  13. 13
    D4Vinci/Scrapling

    An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl! Don't be shy, join here… Why it matters: extends what MCP-compatible assistants can connect to and do.

    MCPPython★ 87k

    +120*

    stars today

  14. 14
    sansan0/TrendRadar

    AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts. 告别信息过载,你的 AI 舆情监控助手与热点筛选工具!聚合多平台热点 + RSS… Why it matters: extends what MCP-compatible assistants can connect to and do.

    MCPPython★ 63k

    +118*

    stars today

  15. 15
    langchain-ai/langchain

    The agent engineering platform. Why it matters: useful plumbing for shipping LLM-powered features.

    LLM toolingPython★ 148k

    +101*

    stars today

  16. 16
    unclecode/crawl4ai

    Open-source web crawler and scraper for LLMs and AI agents: any website into clean, LLM-ready Markdown. Run it yourself, or use Crawl4AI Cloud with… Why it matters: useful plumbing for shipping LLM-powered features.

    LLM toolingPython★ 85k

    +96*

    stars today

  17. 17
    omnigent-ai/omnigent

    Omnigent is an open-source AI agent framework and meta-harness: orchestrate Claude Code, Codex, Cursor, Pi, and custom agents — swap harnesses… Why it matters: worth a look if you build or run autonomous agents.

    AI agentsPython★ 11k

    +87*

    stars today

  18. 18
    RyanCodrai/turbovec

    A vector index built on TurboQuant, written in Rust with Python bindings. Why it matters: relevant for grounding LLMs in your own data.

    RAG / vectorRust★ 17k

    +86*

    stars today

  19. 19
    google/langextract

    A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visualization. Why it matters: useful plumbing for shipping LLM-powered features.

    LLM toolingPython★ 39k

    +84*

    stars today

  20. 20
    tigerless-labs/agent-memory

    Long-term memory runtime for AI agents — plain Markdown as the source of truth, local ranked retrieval, and an independent sleep-time Manage layer… Why it matters: worth a look if you build or run autonomous agents.

    AI agentsPython★ 3.4k

    +81*

    stars today

  21. 21
    Ayzzz123/mcd-coupon-strategist

    麦麦省钱助手 —— 基于麦当劳 MCP 的点餐成本优化 Skill。算出当前门店最省钱的点餐方案,并主动提示凑单陷阱。 Why it matters: extends what MCP-compatible assistants can connect to and do.

    MCPPython★ 277

    +81*

    stars today

  22. 22
    unslothai/unsloth

    Local UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen3.8, DeepSeek-V4, MiniMax-H3, Gemma 4, FLUX and more. Why it matters: useful plumbing for shipping LLM-powered features.

    LLM toolingPython★ 78k

    +74*

    stars today

  23. 23
    rocketride-org/rocketride-server

    High-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build, debug, and scale LLM workflows with 13+ model providers… Why it matters: useful plumbing for shipping LLM-powered features.

    LLM toolingPython★ 18k

    +73*

    stars today

  24. 24
    wang2122/sprix-sage-router

    Sprix AI at 屿智同行 — state-aware SELF/COLLABORATE/HANDOFF routing for A2A agent networks. Why it matters: useful plumbing for shipping LLM-powered features.

    LLM toolingPython★ 3.6k

    +63*

    stars today

  25. 25
    huggingface/transformers

    Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both… Why it matters: useful plumbing for shipping LLM-powered features.

    LLM toolingPython★ 168k

    +58*

    stars today

  26. 26
    openinterpreter/openinterpreter

    A coding agent for open models like Kimi K3 and GLM 5.3. Why it matters: relevant if AI is part of your coding workflow.

    Coding agentsRust★ 69k

    +58*

    stars today

  27. 27
    superdesigndev/treg

    OpenRouter for agent tools. Join community here: https://discord.gg/6mQYYfFMAn. Why it matters: extends what MCP-compatible assistants can connect to and do.

    MCPPython★ 5.3k

    +58*

    stars today

  28. 28
    mem0ai/mem0

    The Memory Layer for AI Agents - Drop-in memory infrastructure for AI agents and apps. Context that persists. Built for production. Why it matters: useful plumbing for shipping LLM-powered features.

    LLM toolingPython★ 67k

    +55*

    stars today

  29. 29
    yzg1226/mcd-party-officer

    麦当劳门店派对成团调度 Skill — 把派对从「策划」推进到「办得成」:成团概率雷达 / 包场vs拼团 / 择日黄历 / 儿童营养指数 / 招募卡与邀请函. Why it matters: extends what MCP-compatible assistants can connect to and do.

    MCPPython★ 233

    +54*

    stars today

  30. 30
    openai/openai-agents-python

    A lightweight, powerful framework for multi-agent workflows. Why it matters: useful plumbing for shipping LLM-powered features.

    LLM toolingPython★ 30k

    +52*

    stars today

  31. 31
    PDFMathTranslate/PDFMathTranslate

    [EMNLP 2025 Demo] PDF scientific paper translation with preserved formats - 基于 AI 完整保留排版的 PDF 文档全文双语翻译,支持 Google/DeepL/Ollama/OpenAI 等服务,提供… Why it matters: useful plumbing for shipping LLM-powered features.

    LLM toolingPython★ 38k

    +49*

    stars today

  32. 32
    SenteLabsAI/OpenExecutive

    AI-powered virtual executive team — a single coherent executive persona backed by 8 specialist agents (FastAPI + Next.js). Why it matters: useful plumbing for shipping LLM-powered features.

    LLM toolingPython★ 5.6k

    +45*

    stars today

  33. 33
    xzf-thu/VoiceMem

    Infrastructure for the next generation of voice agents, designed to provide universal memory. It is divided into a left brain and a right brain… Why it matters: useful plumbing for shipping LLM-powered features.

    LLM toolingPython★ 2.5k

    +43*

    stars today

  34. 34
    strands-labs/strands-decider

    A small, fast decision model, or system one model, for agentic workflows. Pick between options or rate on a scale faster than an LLM, with a… Why it matters: useful plumbing for shipping LLM-powered features.

    LLM toolingPython★ 611

    +43*

    stars today

  35. 35
    Fincept-Corporation/FinceptTerminal

    FinceptTerminal is a modern finance application offering advanced market analytics, investment research, and economic data tools, designed for… Why it matters: worth a look if you build or run autonomous agents.

    AI agentsC++★ 32k

    +42*

    stars today

  36. 36
    PrefectHQ/fastmcp

    The fast, Pythonic way to build MCP servers and clients. Why it matters: extends what MCP-compatible assistants can connect to and do.

    MCPPython★ 28k

    +41*

    stars today

  37. 37
    Harvil1/codeAgent

    CodeAgent is an open-source coding agent that lives in your terminal. It understands your repository, plans multi-step changes, writes and edits… Why it matters: relevant if AI is part of your coding workflow.

    Coding agentsPython★ 482

    +41*

    stars today

  38. 38
    MakazhanAlpamys/Soup

    Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU. Why it matters: useful plumbing for shipping LLM-powered features.

    LLM toolingPython★ 8.9k

    +38*

    stars today

  39. 39
    langchain-ai/langgraph

    Build resilient agents. Why it matters: useful plumbing for shipping LLM-powered features.

    LLM toolingPython★ 43k

    +37*

    stars today

  40. 40
    repowise-dev/repowise

    Codebase intelligence for AI and humans: code health scores, auto-generated docs, git analytics, dead code detection, and architectural decisions via… Why it matters: useful plumbing for shipping LLM-powered features.

    LLM toolingPython★ 7.7k

    +37*

    stars today

  41. 41
    NirDiamant/RAG_Techniques

    This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook… Why it matters: relevant for grounding LLMs in your own data.

    RAG / vectorJupyter Notebook★ 30k

    +36*

    stars today

  42. 42
    jev-chat/jev-chat-windows

    JevChat-Windows:聊天窗口旁挂的回复辅助。窗口截图 + 本地离线 OCR 读对方消息 → Jev 判断意图 → 3 条候选一键填入,发送永远手动. Why it matters: useful plumbing for shipping LLM-powered features.

    LLM toolingPython★ 800

    +36*

    stars today

  43. 43
    modelcontextprotocol/python-sdk

    The official Python SDK for Model Context Protocol servers and clients. Why it matters: extends what MCP-compatible assistants can connect to and do.

    MCPPython★ 25k

    +33*

    stars today

  44. 44
    ComposioHQ/composio

    Composio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you build AI agents that turn… Why it matters: worth a look if you build or run autonomous agents.

    AI agentsTypeScript★ 31k

    +32*

    stars today

  45. 45
    NirDiamant/GenAI_Agents

    50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems. Why it matters: worth a look if you build or run autonomous agents.

    AI agentsJupyter Notebook★ 25k

    +32*

    stars today

  46. 46
    redhat-et/ripwire

    The ripgrep of AI context: a zero-dependency C++23 CLI + MCP server for coding agents. Find what you want without reading the repo, then check you… Why it matters: extends what MCP-compatible assistants can connect to and do.

    MCPC++★ 2.4k

    +32*

    stars today

  47. 47
    microsoft/mcp-for-beginners

    This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java… Why it matters: extends what MCP-compatible assistants can connect to and do.

    MCPJupyter Notebook★ 17k

    +31*

    stars today

  48. 48
    AstrBotDevs/AstrBot

    AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. Why it matters: useful plumbing for shipping LLM-powered features.

    LLM toolingPython★ 42k

    +30*

    stars today

  49. 49
    semantica-agi/semantica

    Graph-Native Infrastructure for Context and Accountable AI Systems. Why it matters: useful plumbing for shipping LLM-powered features.

    LLM toolingPython★ 14k

    +29*

    stars today

  50. 50
    2akouwu/reverify

    Stop your AI from making things up — it proposes, deterministic tools decide, every claim checked against ground truth with evidence. Grounded facts… Why it matters: extends what MCP-compatible assistants can connect to and do.

    MCPPython★ 1.3k

    +29*

    stars today