Data / Repositories / Agents / Python
Python Agents repositories on GitHub: 106 ranked by stars
106 public Python repositories tagged Agents are on GitHub, with 1,328,401 stars between them; 74 had a push in the last 30 days. The most starred: langflow-ai/langflow (155,662), Shubhamsaboo/awesome-llm-apps (141,709), shareAI-lab/learn-claude-code (78,586).
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Every repository, most starred first
| Repository | What it is | Stars | Forks | License | Last push | Read |
|---|---|---|---|---|---|---|
| langflow-ai/langflow | Langflow is a powerful tool for building and deploying AI-powered agents and workflows. | 155,662 | 10,223 | MIT | Oct 14 | Oct 14 |
| Shubhamsaboo/awesome-llm-apps | 100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source. | 141,709 | 20,831 | Apache-2.0 | Oct 13 | Oct 14 |
| shareAI-lab/learn-claude-code | Bash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1 | 78,586 | 12,578 | MIT | Sep 28 | Oct 14 |
| 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 answers. Library, proxy, MCP… | 75,347 | 5,847 | Apache-2.0 | Oct 13 | Oct 14 |
| rohitg00/ai-engineering-from-scratch | Learn AI Engineering! Learn it. Build it. Ship it for others. | 69,043 | 12,089 | MIT | Oct 14 | Oct 14 |
| usestrix/strix | Open-source AI penetration testing tool to find and fix your app’s vulnerabilities. | 68,539 | 7,595 | Apache-2.0 | Oct 14 | Oct 14 |
| microsoft/autogen | A programming framework for agentic AI | 61,400 | 9,281 | CC-BY-4.0 | Apr 15 | Oct 14 |
| vectorize-io/hindsight | Hindsight: Agent Memory That Learns | 49,612 | 6,053 | MIT | Oct 14 | Oct 14 |
| agno-agi/agno | Build, run, and manage agent platforms. | 42,726 | 6,133 | Apache-2.0 | Oct 14 | Oct 14 |
| AstrBotDevs/AstrBot | AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. | 41,879 | 3,061 | AGPL-3.0 | Oct 14 | Oct 14 |
| agentscope-ai/agentscope | Build and run agents you can see, understand and trust. | 33,246 | 3,657 | Apache-2.0 | Oct 14 | Oct 14 |
| getzep/graphiti | Build Real-Time Knowledge Graphs for AI Agents | 31,745 | 3,267 | Apache-2.0 | Oct 14 | Oct 14 |
| oraios/serena | A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent | 30,265 | 2,075 | Oct 14 | Oct 14 | |
| assafelovic/gpt-researcher | An autonomous agent that conducts deep research on any data using any LLM providers | 30,095 | 4,128 | Apache-2.0 | Oct 10 | Oct 14 |
| PrefectHQ/fastmcp | The fast, Pythonic way to build MCP servers and clients. | 28,071 | 2,473 | Apache-2.0 | Oct 14 | Oct 14 |
| 1Panel-dev/MaxKB | MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的开源企业级智能体平台。 | 22,972 | 3,195 | GPL-3.0 | Oct 14 | Oct 14 |
| earthtojake/text-to-cad | Give your agent CAD superpowers. | 20,246 | 1,993 | MIT | Oct 14 | Oct 14 |
| camel-ai/owl | OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation | 20,152 | 2,298 | Oct 12 | Oct 14 | |
| arc53/DocsGPT | Private AI platform for agents, assistants and enterprise search. Built-in Agent Builder, Deep research, Document analysis, Multi-model support, and API connectivity for agents. | 18,319 | 2,208 | MIT | Oct 14 | Oct 14 |
| langbot-app/LangBot | Production-grade platform for building agentic IM bots - 生产级多平台智能机器人开发平台/ Agent、知识库编排、插件系统 / Bots for Discord / Slack / LINE / Telegram / WeChat(企业微信, 企微智能机器人, 公众号) / 飞书 / 钉钉 / QQ… | 18,160 | 1,652 | Apache-2.0 | Oct 14 | Oct 14 |
| Arindam200/awesome-ai-apps | A collection of projects showcasing RAG, agents, workflows, and other AI use cases | 16,184 | 1,853 | MIT | Oct 9 | Oct 14 |
| livekit/agents | A framework for building realtime voice AI agents | 14,741 | 3,933 | Apache-2.0 | Oct 14 | Oct 14 |
| OpenByteInc/QuantDinger | Open-source AI Trading OS, agent trading, and vibe trading, with Jev System One integration. Research, build Python strategies, backtest, and paper/live trade across crypto… | 12,781 | 2,611 | Apache-2.0 | Oct 9 | Oct 14 |
| Arize-ai/phoenix | AI Observability & Evaluation | 11,834 | 1,203 | Oct 14 | Oct 14 | |
| The-Pocket/PocketFlow | Pocket Flow: 100-line LLM framework. Let Agents build Agents! | 11,230 | 1,214 | MIT | Jul 26 | Oct 11 |
| langchain-ai/open-swe | An Open-Source Asynchronous Coding Agent | 11,017 | 1,310 | MIT | Oct 14 | Oct 14 |
| 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 without rewriting, enforce policies… | 10,807 | 1,744 | Apache-2.0 | Oct 14 | Oct 14 |
| OpenPipe/ART | Agent Reinforcement Trainer: train multi-step agents for real-world tasks using GRPO. Give your agents on-the-job training. Reinforcement learning for Qwen3.6, GPT-OSS, Llama, and… | 10,800 | 1,007 | Apache-2.0 | Oct 12 | Oct 14 |
| MervinPraison/PraisonAI | PraisonAI — Hire a 24/7 AI Workforce. Stop writing boilerplate and start shipping autonomous self-improving agents that research, plan, code, and execute tasks. Deployed in 5… | 9,237 | 1,480 | MIT | Oct 14 | Oct 14 |
| firerpa/lamda | Android Full-Stack Device Control Platform: WebRTC/H.264 remote desktop, UI/OCR/image-matching automation, one-click MITM, built-in Frida, proxy/VPN/frp/P2P networking, MCP/Agent… | 8,600 | 1,163 | MIT | Sep 27 | Oct 14 |
| lastmile-ai/mcp-agent | Build effective agents using Model Context Protocol and simple workflow patterns | 8,573 | 895 | Apache-2.0 | Jan 25 | Oct 14 |
| GetStream/Vision-Agents | Open Vision Agents by Stream. Build voice and vision agents quickly with any model or video provider. Uses Stream's edge network for ultra-low latency. | 8,170 | 694 | Apache-2.0 | Oct 14 | Oct 14 |
| kyegomez/swarms | The Enterprise-Grade Multi-Agent Orchestration Framework. | 7,255 | 1,042 | Apache-2.0 | Oct 14 | Oct 14 |
| Tencent/AI-Infra-Guard | A full-stack AI Red Teaming platform securing AI ecosystems via Agent Scan, Skills Scan, MCP scan, AI Infra scan and LLM jailbreak evaluation. | 6,868 | 661 | Apache-2.0 | Oct 14 | Oct 14 |
| julep-ai/julep | Julep — durable, composable AI agents. Flows that crash and resume, retry safely, and explain every step. | 6,574 | 968 | Apache-2.0 | Aug 6 | Oct 14 |
| ikaijua/Awesome-AITools | Collection of AI-related utilities. Welcome to submit pull requests /收藏AI相关的实用工具，欢迎提交pull requests | 6,223 | 875 | CC-BY-4.0 | Oct 13 | Oct 14 |
| MinishLab/semble | Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read | 6,204 | 276 | MIT | Oct 11 | Oct 14 |
| agent-infra/sandbox | All-in-One Sandbox for AI Agents that combines Browser, Shell, File, MCP and VSCode Server in a single Docker container. | 6,158 | 556 | Apache-2.0 | Sep 14 | Oct 14 |
| Klavis-AI/klavis | Klavis AI: MCP integration platforms that let AI agents use tools reliably at any scale | 5,810 | 563 | Apache-2.0 | Jun 1 | Oct 14 |
| zenml-io/zenml | ZenML : One AI Platform from Pipelines to Agents. | 5,616 | 663 | Apache-2.0 | Oct 14 | Oct 14 |
| volcengine/MineContext | MineContext is your proactive context-aware AI partner（Context-Engineering+ChatGPT Pulse） | 5,535 | 415 | Apache-2.0 | May 7 | Oct 14 |
| aipotheosis-labs/aci | ACI.dev is the open source tool-calling platform that hooks up 600+ tools into any agentic IDE or custom AI agent through direct function calling or a unified MCP server. The… | 4,910 | 488 | Apache-2.0 | May 28 | Oct 14 |
| alvinreal/awesome-opensource-ai | Curated list of the best truly open-source AI projects, models, tools, and infrastructure. Daily updated. | 4,861 | 684 | CC0-1.0 | Oct 10 | Oct 11 |
| IBM/mcp-context-forge | An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management.… | 4,629 | 922 | Apache-2.0 | Oct 14 | Oct 14 |
| Observal/Observal | Observal is self-hosted registry for your coding agent extensions with a built in insight engine. Setup Observal, define the scope and share your Skills, MCPs and Agents with your… | 4,468 | 1,135 | Apache-2.0 | Oct 14 | Oct 14 |
| gptme/gptme | Your agent in your terminal, equipped with local tools: writes code, uses the terminal, browses the web. Make your own persistent autonomous agent on top! | 4,448 | 450 | MIT | Oct 14 | Oct 14 |
| jupyterlab/jupyter-ai | An open source extension that connects AI agents to computational notebooks in JupyterLab. | 4,412 | 532 | BSD-3-Clause | Oct 14 | Oct 14 |
| algorithmicsuperintelligence/optillm | Optimizing inference proxy for LLMs | 4,317 | 394 | Apache-2.0 | Oct 11 | Oct 14 |
| yuruotong1/autoMate | Like Manus, Computer Use Agent(CUA) and Omniparser, we are computer-using agents.AI-driven local automation assistant that uses natural language to make computers work by… | 3,966 | 490 | MIT | Sep 18 | Oct 14 |
| nowork-studio/notfair-plugin | Open-source SEO, GEO, and marketing skills for AI agents. | 3,936 | 496 | MIT | Oct 13 | Oct 14 |
| evalstate/fast-agent | Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP/A2A Support | 3,934 | 448 | Apache-2.0 | Oct 14 | Oct 14 |
| jordan-gibbs/hyperresearch | Convert Claude Code or Codex into the most intelligent Deep Research Agent. Collect, search, and synthesize web research into a persistent, searchable wiki that builds on itself.… | 3,856 | 381 | MIT | Oct 10 | Oct 14 |
| TracecatHQ/tracecat | Open-source security automation platform for teams and AI agents | 3,836 | 433 | AGPL-3.0 | Oct 14 | Oct 14 |
| aiming-lab/SimpleMem | [ICML'26] SimpleMem: Efficient Lifelong Memory for LLM Agents — Text & Multimodal | 3,831 | 404 | MIT | Jul 24 | Oct 14 |
| ascending-llc/jarvis-registry | Connect any AI copilot or autonomous agent to your enterprise tools — through a single, secure MCP/Agent gateway with built-in identity, access control, and full observability. | 3,572 | 542 | Apache-2.0 | Oct 14 | Oct 14 |
| taishi-i/awesome-ChatGPT-repositories | A curated list of open source GitHub repositories related to ChatGPT, the OpenAI API, and Codex. Searchable via Claude Code and Codex skills. | 3,292 | 495 | CC0-1.0 | Oct 12 | Oct 14 |
| rlaope/oh-my-hermes | All in one plugin for Hermes Agent the coding intelligence, a long-term memory system and model optimized workflow packages | 3,250 | 244 | MIT | Oct 10 | Oct 11 |
| snyk/agent-scan | Security scanner for AI agents, MCP servers and agent skills. | 3,138 | 288 | Apache-2.0 | Oct 14 | Oct 14 |
| MemMachine/MemMachine | Universal memory layer for AI Agents. It provides scalable, extensible, and interoperable memory storage and retrieval to streamline AI agent state management for next-generation… | 3,068 | 220 | Apache-2.0 | Oct 13 | Oct 14 |
| MiniMax-AI/Mini-Agent | A minimal yet professional single agent demo project that showcases the core execution pipeline and production-grade features of agents. | 3,055 | 449 | MIT | Feb 14 | Oct 14 |
| databricks-solutions/ai-dev-kit | Databricks Toolkit for Coding Agents provided by Field Engineering | 1,947 | 428 | Aug 13 | Oct 14 | |
| zi-yue-1129/DATAGEN | DATAGEN: AI-driven multi-agent research assistant automating hypothesis generation, data analysis, and report writing. | 1,809 | 254 | MIT | Oct 14 | Oct 14 |
| kaushikb11/awesome-llm-agents | A curated list of awesome LLM agents frameworks. | 1,604 | 369 | CC0-1.0 | Oct 4 | Oct 11 |
| scadastrangelove/awesome-ai-security-tools | A curated list of public-source, research, and commercial tools for AI security and AI-assisted cybersecurity — autotriage, agent security, AI/ML supply chain, pentest agents, AI… | 1,602 | 401 | Oct 8 | Oct 11 | |
| NPC-Worldwide/npcpy | The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more. | 1,514 | 125 | MIT | Oct 10 | Oct 11 |
| tinyfish-io/agentql | AgentQL is a suite of tools for connecting your AI to the web. Featuring a query language and Playwright integrations for interacting with elements and extracting data quickly… | 1,464 | 171 | MIT | Sep 18 | Sep 21 |
| victordibia/designing-multiagent-systems | Building LLM-Enabled Multi Agent Applications from Scratch | 1,350 | 281 | Apache-2.0 | Aug 24 | Oct 8 |
| 0xsline/awesome-deepseek-harness | DeepSeek Harness (DSH) ecosystem: curated plugins, tools, and infrastructure from dsh-external/hub and the public dsh-plugin topic. | 1,160 | 416 | CC0-1.0 | Oct 10 | Oct 11 |
| massgen/MassGen | MassGen is an open-source multi-agent scaling system that runs in your terminal, autonomously orchestrating frontier models and agents to collaborate, reason, and produce… | 1,142 | 178 | Jun 12 | Oct 14 | |
| RyanAlberts/best-of-Agent-Harnesses | Ranked list of 167 AI agent harnesses, plus templates, playbooks, MCP, and learning resources. Rescored weekly. | 1,131 | 66 | CC-BY-SA-4.0 | Oct 9 | Oct 11 |
| cisco-ai-defense/mcp-scanner | Scan MCP servers for potential threats & security findings. | 1,090 | 143 | Apache-2.0 | Oct 13 | Oct 14 |
| rogue-security/rogue | AI Agent Evaluator & Red Team Platform | 1,068 | 164 | Aug 4 | Oct 14 | |
| ZTE-AICloud/Co-Sight | 1,011 | 278 | Apache-2.0 | Apr 14 | Oct 14 | |
| H-mmer/pentest-agents | Bug bounty agent framework for Claude Code, Codex, Gemini, Cursor, Windsurf, Copilot, and OpenClaw — 48 agents, 26 commands, 19 CLI tools, 2 MCP servers, autonomous hunt loops… | 1,008 | 188 | Jun 12 | Oct 14 | |
| agentic-community/mcp-gateway-registry | Enterprise-ready MCP Gateway & Registry that centralizes AI development tools with secure OAuth authentication, dynamic tool discovery, and unified access for both autonomous AI… | 981 | 248 | Apache-2.0 | Oct 14 | Oct 14 |
| zamalali/DeepGit | Deep research agent to help you find the best GitHub repositories ! | 918 | 97 | MIT | Aug 30 | Oct 14 |
| concierge-hq/concierge | Universal SDK for building next-gen MCP servers | 528 | 97 | Jun 9 | Oct 14 | |
| ohdearquant/lionagi | An intelligence orchestra | 412 | 85 | Apache-2.0 | Oct 14 | Oct 14 |
| drfccv/mcp-server-12306 | 12306 MCP Server 是一个基于 Model Context Protocol (MCP) 的高性能火车票查询后端系统。它通过标准化接口提供官方 12306 的实时数据服务，包括余票查询、车站信息、列车经停站、中转换乘方案等核心功能。 | 409 | 59 | MIT | Sep 30 | Oct 14 |
| 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。 | 342 | 19 | MIT | Oct 14 | Oct 15 |
| elusznik/mcp-server-code-execution-mode | An MCP server that executes Python code in isolated rootless containers with optional MCP server proxying. Implementation of Anthropic's and Cloudflare's ideas for reducing MCP… | 340 | 33 | GPL-3.0 | Dec 5, 2025 | Oct 14 |
| sidharthrajaram/mcp-sse | A working pattern for SSE-based MCP clients and servers | 300 | 55 | Mar 6, 2025 | Oct 14 | |
| Sidiora-Labs/centra-gideon-agent | The companion AI agent that learns, adapts and gets the work done no matter the task | 217 | 33 | Apache-2.0 | Oct 8 | Oct 15 |
| LSPosed/dexsql-release | SQL for Android apk and dex files | 213 | 13 | Oct 18 | Oct 21 | |
| hirotomasato/yowes | Generate realistic teacher documents (ID cards, licenses, letters) for 13 countries via MCP. | 211 | 76 | MIT | Sep 19 | Oct 15 |
| dddabtc/winremote-mcp | Windows Remote MCP Server — 40+ tools for desktop automation, process management, file operations via FastMCP | 208 | 42 | MIT | Sep 30 | Oct 14 |
| StarRocks/mcp-server-starrocks | StarRocks MCP (Model Context Protocol) Server | 195 | 67 | Apache-2.0 | Sep 8 | Oct 14 |
| meilisearch/meilisearch-mcp | A Model Context Protocol (MCP) server for interacting with Meilisearch through LLM interfaces. | 194 | 33 | MIT | Sep 8 | Oct 14 |
| qcri/codebadger | codebadger is a containerized Model Context Protocol (MCP) server that gives AI agents and LLMs deep, queryable access to a codebase's structure and data flow through Joern Code… | 174 | 23 | GPL-3.0 | Aug 31 | Oct 14 |
| zongmin-yu/semantic-scholar-fastmcp-mcp-server | A FastMCP server implementation for the Semantic Scholar API, providing comprehensive access to academic paper data, author information, and citation networks. | 165 | 24 | MIT | Mar 20 | Oct 14 |
| Dicklesworthstone/ultimate_mcp_server | Comprehensive MCP server exposing dozens of capabilities to AI agents: multi-provider LLM delegation, browser automation, document processing, vector ops, and cognitive memory… | 161 | 28 | Sep 27 | Oct 14 | |
| GobinFan/python-mcp-server-client | 支持查询主流agent框架技术文档的MCP server（支持stdio和sse两种传输协议）, 支持 langchain、llama-index、autogen、agno、openai-agents-sdk、mcp-doc、camel-ai 和 crew-ai | 153 | 39 | May 5, 2025 | Oct 14 | |
| agent-labs-dev/fastbrowse | A fast browser agent: Jev picks each action from what is on the page, an LLM reads and plans, and every claim in an answer cites a quote from the page. | 120 | 15 | MIT | Oct 14 | Oct 15 |
| openlayer-ai/jevals | Agent evals and guardrails as Jev decisions: one request per trace, a fraction of a cent, fast enough for the agent loop. Runs locally with Kev or Laya. | 105 | 11 | MIT | Oct 15 | Oct 15 |
| aibuildai-inc/aibuildai-llm-posttrain-agent | AIBuildAI LLM-Post-Train Agent: a recursive self-improving (RSI) agent for autonomous LLM post-training | 104 | 19 | Apache-2.0 | Sep 23 | Oct 15 |
| jztan/redmine-mcp-server | MCP server connecting AI assistants to Redmine: issues, projects, wikis, time tracking, agile boards, and CRM, with OAuth2 multi-user support | 84 | 39 | MIT | Oct 14 | Oct 14 |
| PrefectHQ/prefect-mcp-server | Prefect MCP server | 54 | 40 | MIT | Oct 1 | Oct 14 |
| AnalyticAce/binance-mcp-server | Unofficial tools and server implementation for Binance's Model Context Protocol (MCP). Designed to support developers building crypto trading AI Agents. | 50 | 21 | MIT | Sep 15 | Oct 14 |
| kyopark2014/mcp | It shows how to use model-context-protocol. | 41 | 9 | Apache-2.0 | Oct 7 | Oct 14 |
| pranjalbhatia710/descartes-mcp | Doubt, until what remains is certain. An MCP server that recursively doubts every plan decision — grounding each in real evidence or asking you — until it converges. Runs on… | 21 | 0 | MIT | Jun 21 | Oct 14 |
| XAIHT/Tlamatini | Tlamatini is a self-hosted AI developer assistant for local or cloud LLMs: hybrid RAG (FAISS+BM25) over your codebase, a 100+ tool Multi-Turn engine, an 86-agent visual workflow… | 15 | 1 | MIT | Oct 14 | Oct 14 |
| kushalBanda/AI-Engineer | Runnable AI engineering modules: agents, MCP, memory, RAG, voice, fine-tuning, MLOps, and security. One folder per module. | 9 | 2 | MIT | Oct 9 | Oct 14 |
| SamoTech/skills-tree | The universal, platform-agnostic skills and capability registry for AI agents — mapping capabilities, skills, implementations, dependencies, evidence, and platform adapters across… | 3 | 1 | MIT | Oct 14 | Oct 14 |
| akadal/assistant | A personal memory core for AI assistants — plain markdown, plain git, no service to run. Two layers, one write gate, sleep consolidation. | 2 | 0 | MIT | Oct 11 | Oct 14 |
| sunnamed434/awesome-mcp-registry | AI-curated, self-updating directory of MCP servers. Discovered from GitHub & the official registry, analyzed and ranked by AI weekly. | 2 | 7 | MIT | Oct 11 | Oct 14 |
| Jethva-Parthiv/my-github-mcp-server | A production-ready Model Context Protocol (MCP) server built in Python using FastMCP, exposing granular GitHub Pull Request and repository operations as AI-executable tools. | 0 | 0 | Sep 7 | Oct 14 |
Other languages
- TypeScript 62
- Rust 15
- Go 12
- JavaScript 7
- HTML 3
Related topics
- MCP 114
- AI 111
- LLM 100
- AI agents 52
- MCP server 49
- Agentic AI 41
- Python 38
- Model Context Protocol 33
- Claude Code 31
- Claude 30
- OpenAI 30
- Agent skills 25
Read from GitHub by SpecStream between September 21, 2026 and October 21, 2026; each row shows the day its repository was read. Stars and pushes change every day, and the GitHub page is the current one. Forks and archived repositories are left out.