2026 真能跑通的 开源 AI 编程智能体
Claude Code、Aider、Cline、MCP 服务器与自托管 LLM 栈 — 精选、实测、排序
按分类浏览
AI 工具
图像 · 语音 · 视频
83LLM 框架
LangChain · Dify · Agent
107开发工具
爬虫 · 自动化
91数据科学
量化 · 分析 · 可视化
41AI 交易
交易机器人 · 量化 · 加密
23🔥 今日热门
Strix AI: 31K+ Star Open-Source Penetration Testing Framework
Strix AI is an open-source penetration testing framework powered by AI agents. Automate vulnerability discovery, exploit development, and security reporting with state-of-the-art AI.
Cognee: 26K+ Star Open-Source AI Memory Platform for Agents
Cognee is the open-source AI memory platform that gives agents persistent knowledge. Build intelligent agents that remember, reason, and evolve over time.
Codebase Memory MCP: 24K+ Star AI Code Intelligence Server
Codebase Memory MCP is a high-performance code intelligence server that indexes entire codebases into persistent memory for AI agents. Transform any LLM into a codebase-aware assistant.
Agency Agents: 125K+ Star Open-Source AI Agency Framework
Agency Agents is a complete open-source AI agency framework with 12+ specialized agents — from frontend designers to Reddit moderators. Learn how to deploy a full AI team for $0.
LangChain vs CrewAI vs AutoGen vs LlamaIndex vs LangGraph — AI Agent Frameworks Compared (2026)
Side-by-side comparison of the top 5 open-source AI agent frameworks in 2026. Real star counts, code examples, performance benchmarks, and practical guidance for choosing the right framework for your project.
This Week in Open-Source AI Agents — Top Trending GitHub Repos (Week of June 29, 2026)
人工编辑的每周精选，汇总 GitHub 上最热门的Open Source AI 代理、LLM 和 MCP 项目——数据由 Dibi8 部落情报自动收集，分析由 Dibi8 编辑团队完成。
团队
Meet the dibi8 editorial team — researchers, writers, and engineers behind the curated open-source AI tools directory.
🆕 最新加入
This Week in Open-Source AI Agents — Top Trending GitHub Repos (Week of June 29, 2026)
人工编辑的每周精选，汇总 GitHub 上最热门的Open Source AI 代理、LLM 和 MCP 项目——数据由 Dibi8 部落情报自动收集，分析由 Dibi8 编辑团队完成。
团队
Meet the dibi8 editorial team — researchers, writers, and engineers behind the curated open-source AI tools directory.
AI 知识库最佳 RAG 工具
构建 AI 知识库的最佳 RAG（检索增强生成）工具 — 从 LangChain 到 LlamaIndex，ChromaDB 到 Weaviate。
2026 最佳 AI 图像生成器
2026 年最好的开源和免费 AI 图像生成器 — 从 Stable Diffusion 到 Flux，ComfyUI 到 SDXL。比较质量、速度和价格。
2026 最佳 AI 编程助手
2026 年开发者最好的 AI 编程助手 — 从 Claude Code 和 Cursor 到 GitHub Copilot 和 Devin。比较功能、价格和性能。
MinerU: 70.6K Stars — Convert Any Document to LLM-Ready Markdown
MinerU（70,600+ GitHub star）将 PDF、DOCX、PPTX、XLSX、图像和网页转换为结构化 Markdown 和 JSON，用于 LLM、RAG 和 Agent 工作流程。 支持 109 种语言的 OCR、公式到 LaTeX、表格到 HTML，并在 CPU 或 GPU 上运行。
DESIGN.md: Google's Open-Source Format for Giving AI Coding
DESIGN.md 由 Google Labs Code 提供，是一种Open Source格式规范，用于向 AI 编码代理描述视觉识别。拥有 20.8k 个 GitHub 星标。了解它如何通过 YAML 令牌和基于文本的约束桥接设计系统与 AI 代码生成。
WorldMonitor: Real-Time Global Intelligence Dashboard for
A real-time AI-powered global intelligence dashboard aggregating news, geopolitical events, and infrastructure tracking. 59K stars. Open-source alternative to Palantir Gotham.
VoiceBox: The Open-Source AI Voice Studio for Cloning, Dictation
A full-stack open-source AI voice studio that lets you clone any voice, generate speech, and dictate into any app. 33K stars. Runs locally on your machine with CUDA or Apple Silicon support.
SkillSpector: NVIDIA's Open-Source Security Scanner for AI Agent
A security scanner for AI agent skills that detects vulnerabilities, malicious patterns, and security risks before installing agent skills. 10K stars from NVIDIA. Protect Claude Code, Codex CLI, and other agent frameworks.
An LLM-driven multi-market stock analysis system with real-time news, decision dashboards, and automated notifications. 48K stars. Supports zero-cost scheduled runs.
Presidio Review: Microsoft's Open-Source PII Detection and Data
Presidio (9.4K+ GitHub stars) from Microsoft is an open-source framework for detecting, redacting, masking, and anonymizing sensitive data (PII) across text, images, and structured data. Supports NLP, regex, rule-based recognition, DICOM image redaction, and customizable pipelines. MIT licensed, OpenSSF Best Practices certified.
PM-Skills: 68 Product Management Skills and 42 Workflows for AI Agents
用于更好产品决策的人工智能操作系统。9 个插件覆盖发现、策略、执行、研究、分析、市场进入（GTM）、营销、工具包和 AI 发布。兼容 Claude Code、Codex、Cursor 以及 50 多个 AI 助手。
MoneyPrinterTurbo: One-Click AI Video Generator with 90K+ Stars
给 MoneyPrinterTurbo 一个视频主题或关键词，它会自动生成脚本、库存素材、字幕、背景音乐和高清短视频。支持 TikTok、YouTube Shorts、Instagram Reels。拥有超过 9 万个 GitHub 星标。
MoneyPrinterTurbo: Generate HD Short Videos with AI in One
MoneyPrinterTurbo：使用 AI 自动生成视频
Last30Days-Skill: AI Agent Search Engine That Scores Social Media by Real Engagement
并行搜索 Reddit、X、YouTube、TikTok、Polymarket、GitHub 等。根据点赞数、喜欢数和true钱评分结果——而不是编辑评分。支持 Claude Code、Codex、Cursor 及 50 多种代理主机。
📚 主题合集
2026 必装的 10 个 AI 编辑器
10 个工具 · VSCode / Cursor / Zed / Vim · 18
AI Agent 框架横评
8 个工具 · LangChain / AutoGen / CrewAI / MetaGPT · 22
自托管 LLM 完整方案
12 个工具 · 模型 + UI + GPU 监控 · 14
图像生成生态全图谱
25 个工具 · SD / ComfyUI / Flux / AnimateDiff · 9
语音 AI 开源方案
18 个工具 · TTS / ASR / 克隆 / 翻译 · 9
量化交易 AI 工具集
14 个工具 · 数据 + 策略 + 回测 + 实盘 · 17
⚔️ 工具对比
AI 开发工具横评，帮你选对那个
What Is Dibi8?
Dibi8 is a free, daily-updated directory of open-source AI tools — covering LLM frameworks, MCP servers, AI coding agents, image/video generation, voice AI, and developer utilities. Every listed project is verified against its GitHub repository for recent commits, a valid open-source license, and a working installation. No paywalls, no sign-up required.
How Does Dibi8 Curate Its Open-Source AI Tools?
The Dibi8 editorial team screens each tool against four criteria: active maintenance (commits within the last 90 days), a recognised open-source license (MIT, Apache-2.0, AGPL, etc.), a real installation path that works on a fresh machine, and genuine developer utility. Tools that pass are added to the catalog; tools that go dormant are flagged or removed on the next daily sweep.
Is Dibi8 Free to Use?
Yes — completely free, with no account required. Dibi8 is funded by affiliate partnerships with a small number of developer-focused services. Every affiliate relationship is disclosed, and it never influences which tools are listed or how they are ranked. The ranking algorithm is based solely on GitHub stars, recency, and editorial score.
How Often Is the Dibi8 Catalog Updated?
The catalog is swept daily. New open-source AI projects are added within 24 hours of trending on GitHub. Star counts, license statuses, and last-commit dates are refreshed every day. Major releases and breaking changes are noted in the article text within 48 hours of the upstream announcement.
What Categories of AI Tools Does Dibi8 Cover?
Dibi8 covers seven main categories: LLM Frameworks & Agents (LangChain, LlamaIndex, AutoGen, CrewAI, MCP servers), AI Coding Agents (Claude Code, Aider, Cline, Cursor extensions), AI Tools for Image / Voice / Video, Dev Utilities & Automation (n8n, Firecrawl, Skyvern), Data Science & ML Pipelines, AI Trading, and Interactive Tools — 14 free client-side utilities built directly into the site.