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Top 23 Agent Open-Source Projects
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Project mention: Bringing MongoDB Atlas and Voyage AI to Dify: Build RAG Workflows and Data Agents Without Heavy Glue Code | dev.to | 2026-05-31
The MongoDB extensions for Dify help close that gap.
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SaaSHub
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ragflow
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
Project mention: I Scanned 5 Popular Open-Source AI Projects for EU AI Act Compliance. Here's What I Found. | dev.to | 2026-03-31I ran AIR Blackbox (the scanner itself), Browser Use (79K+ stars), RAGFlow (76K+ stars), LiteLLM (23K+ stars), and Superlinked (15K+ stars) through the same compliance checks.
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LobeHub
The ultimate space for work and life — to find, build, and collaborate with agent teammates that grow with you.
Project mention: Show HN: AI Roundtable – Let 200 models debate your question | news.ycombinator.com | 2026-03-24You can set this up yourself with API keys to the corresponding providers and creating an Agent Group in https://github.com/lobehub/lobehub. Agent groups allow you to easily create a room of agents and have them discuss any of your topics. Easily make agents with types and skills, it even assists in drafting starting prompts and even team members depending what your query (and selected model) is.
You can self-host as well, but not via desktop app. Sever setup required.
Be careful of your token context, you can easily rack up costs if you leave Opus selected as the model and get lost in some rabbit hole of results.
Enjoy enjoy!
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Prompt-Engineering-Guide
🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.
Prompt Engineering Guide
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OpenHands AGENTS.md
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Project mention: Llama-Factory: Unified, Efficient Fine-Tuning for 100 Open LLMs | news.ycombinator.com | 2025-09-18
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deer-flow
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.
Project mention: DeerFlow 2.0 – Deep Exploration and Efficient Research Flow | news.ycombinator.com | 2026-05-17 -
MetaGPT
🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming
Project mention: Backlog.md – CLI that auto-generates task files (took my Claude success to 95 %) | news.ycombinator.com | 2025-07-06 -
unsloth
Unsloth Studio is a web UI for training and running open models like Gemma 4, Qwen3.6, DeepSeek, gpt-oss locally.
Project mention: I Trained an LLM on 75K of My Own Messages So It Would Stop Writing Like a Chatbot | dev.to | 2026-05-08Training: unsloth + trl (SFTTrainer). Unsloth handles the 4-bit quantization and gradient checkpointing; trl handles the training loop.
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Note: This is a fork of shareAI-lab/learn-claude-code with all agents migrated from the Anthropic SDK to the OpenAI SDK (openai Python package). All agents work with any OpenAI-compatible endpoint — cloud APIs (OpenAI, GitHub Models, Azure OpenAI) or local servers (LM Studio, Ollama, GPT4All).
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I’ve always used huginn[0] for these types of tasks, though the learning curve/implementation is a bit cumbersome for more trivial tasks like the proposed scenario.
[0] https://github.com/huginn/huginn
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JeecgBoot
AI 低代码平台「低代码 + 零代码」双驱动!低代码可一键生成前后端代码;零代码可 5 分钟搭建系统;AI Skills 一句话画流程、设计表单、生成整套系统。内置 AI聊天、知识库、流程编排、MCP插件等,兼容主流大模型。引领「AI 生成 → 在线配置 → 代码生成 → 手工合并->AI修改」开发模式,消除 Java 项目 80% 的重复工作,提效而不失灵活。
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UI-TARS-desktop
The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra
Project mention: ByteDance local agent is something I might feel safe running | news.ycombinator.com | 2026-01-08 -
khoj
Your AI second brain. Self-hostable. Get answers from the web or your docs. Build custom agents, schedule automations, do deep research. Turn any online or local LLM into your personal, autonomous AI (gpt, claude, gemini, llama, qwen, mistral). Get started - free.
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AstrBot
AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨
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Nacos
an easy-to-use dynamic service discovery, configuration and service management platform for building AI cloud native applications.
● Nacos: Version 3.x will provide support for dynamic prompts and the A2A protocol. https://github.com/alibaba/nacos
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CopilotKit
The Frontend Stack for Agents & Generative UI. React + Angular. Makers of the AG-UI Protocol
The instructions prop is ignored with custom agents. We set system instructions via CopilotSidebar's instructions field and they were silently dropped. This is a known open CopilotKit issue. The workaround: define instructions in the agent's system message directly.
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FastGPT
FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and visual AI workflow orchestration, letting you easily develop and deploy complex question-answering systems without the need for extensive setup or configuration.
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I spent a weekend studying GPT-Researcher, an open-source project with 24,000+ GitHub stars. It builds an autonomous research agent that generates comprehensive reports with citations. The architecture is elegant: multiple specialized agents coordinate through LangGraph, parallel execution speeds up research, and quality gates ensure reliable output.
Agent discussion
Agent related posts
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How to Integrate AI into Your Flutter App — A Complete Guide
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Hermes – Community Web UI with Agent
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An AI agent just paid a Lightning invoice. The agent only holds USDC.
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Show HN: Jeju – a local-first agent harness with inspectable runs
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Alibaba/Open-Code-Review
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AWS Just Defined AgentOps. Here's What Amazon Bedrock AgentCore Actually Changes About Running Agents in Production.
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Amazon Bedrock AgentCore Gateway Just Became the Enterprise MCP Infrastructure Layer. Here's What Actually Changed.
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A note from our sponsor - SaaSHub
www.saashub.com | 7 Jun 2026
Index
What are some of the best open-source Agent projects? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | dify | 143,689 |
| 2 | ragflow | 81,919 |
| 3 | LobeHub | 78,186 |
| 4 | Prompt-Engineering-Guide | 75,276 |
| 5 | OpenHands | 75,905 |
| 6 | LlamaFactory | 71,870 |
| 7 | deer-flow | 70,440 |
| 8 | MetaGPT | 68,492 |
| 9 | unsloth | 65,904 |
| 10 | learn-claude-code | 64,902 |
| 11 | mem0 | 57,631 |
| 12 | Huginn | 49,402 |
| 13 | JeecgBoot | 46,605 |
| 14 | ChatTTS | 39,392 |
| 15 | Arthas | 37,337 |
| 16 | UI-TARS-desktop | 36,101 |
| 17 | khoj | 34,892 |
| 18 | AstrBot | 33,820 |
| 19 | Nacos | 33,000 |
| 20 | CopilotKit | 32,542 |
| 21 | FastGPT | 28,275 |
| 22 | awesome-ai-agents | 27,940 |
| 23 | gpt-researcher | 27,505 |