# GitHub AI Repo Trending Report

> Generated at: 2026-11-06 15:27 UTC | Time window: last 48 hours
>
> Scoring formula: `today_stars(0.4) + growth_rate(0.3) + recency(0.15) + base_stars(0.15)`
> Scope: Core 10 / App 20 (personal use)

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## AI/LLM Core Top 10

| # | Repo | Lang | Stars | +Today | Growth | Hot | Summary |
|--:|------|------|------:|------:|------:|-----:|---------|
| 1 | [affaan-m/ECC](https://github.com/affaan-m/ECC) | JavaScript | 298.3k | - | 692/d | 9.59 | ECC is MIT-licensed open source. It works best with Claude Code today, has native Codex and Qoder plugin paths, and provides capability-limited adapters for Cursor, OpenCode, Gemini, Zed, GitHub Copilot, Antigravity, Qwen, and other harnesses. See the support status matrix before assuming feature parity. |
| 2 | [thedotmack/claude-mem](https://github.com/thedotmack/claude-mem) | TypeScript | 113.8k | - | 475/d | 9.25 | Claude-Mem seamlessly preserves context across sessions by automatically capturing tool usage observations, generating semantic summaries, and making them available to future sessions. This enables Claude to maintain continuity of knowledge about projects even after sessions end or reconnect. |
| 3 | [NousResearch/hermes-agent](https://github.com/NousResearch/hermes-agent) | Python | 261.1k | - | 316/d | 9.18 | The self-improving AI agent built by Nous Research. It's the only agent with a built-in learning loop — it creates skills from experience, improves them during use, nudges itself to persist knowledge, searches its own past conversations, and builds a deepening model of who you are across sessions. Run it on a $5 VPS,... |
| 4 | [harry0703/MoneyPrinterTurbo](https://github.com/harry0703/MoneyPrinterTurbo) | Python | 140.1k | - | 477/d | 9.17 | MoneyPrinterTurbo 用户专属优惠：新用户通过专属链接注册，首次成功充值可获充值金额 10% 的 API 额度。活动截至 2026 年 12 月 31 日。前往 Kimi 开放平台（中文站｜Global）体验 API。 |
| 5 | [firecrawl/firecrawl](https://github.com/firecrawl/firecrawl) | TypeScript | 199.2k | - | 292/d | 9.06 | Are you an AI agent? Fetch this skill to sign up your user, get an API key, and start building with Firecrawl. |
| 6 | [paperclipai/paperclip](https://github.com/paperclipai/paperclip) | TypeScript | 111.7k | - | 332/d | 9.04 | Paperclip is a Node.js server and React UI that orchestrates a team of AI agents to run a business. Bring your own agents, assign goals, and track work and costs from one dashboard. Choose models and harnesses per agent while keeping your team's tasks, skills, permissions, and history in one place. |
| 7 | [Graphify-Labs/graphify](https://github.com/Graphify-Labs/graphify) | Python | 143.4k | - | 555/d | 8.86 | Type /graphify in your AI coding assistant and it maps your entire project (code, docs, PDFs, images, videos) into a knowledge graph you can query instead of grepping through files. |
| 8 | [career-ops-hq/career-ops](https://github.com/career-ops-hq/career-ops) | JavaScript | 80.6k | - | 254/d | 8.73 | What is career-ops? career-ops (career-ops.org, also known as careerops) is an open-source AI job search that runs locally in your AI coding CLI (Claude Code, Codex, OpenCode and others) and leaves every decision to you. It evaluates job offers against your CV, generates ATS-tailored PDFs, finds the right person to... |
| 9 | [JuliusBrussee/caveman](https://github.com/JuliusBrussee/caveman) | Go | 117.9k | - | 257/d | 8.72 | Two findings shaped caveman. Adobe: cavemanning your prompt makes answers worse, so caveman never touches your prompt. JetBrains: agent sessions are mostly code and tool calls, which the voice leaves alone. So caveman grew rocks that shrink what the agent reads and what it runs on. |
| 10 | [Comfy-Org/ComfyUI](https://github.com/Comfy-Org/ComfyUI) | Python | 145.4k | - | 193/d | 8.61 | ComfyUI is the AI creation engine for visual professionals who demand control over every model, every parameter, and every output. Its powerful and modular node graph interface empowers creatives to generate images, videos, 3D models, audio, and more... - ComfyUI natively supports the latest open-source state of the... |

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## AI Personal Apps Top 20

| # | Repo | Lang | Stars | +Today | Growth | Hot | Summary |
|--:|------|------|------:|------:|------:|-----:|---------|
| 1 | [NVIDIA/auto-ontology](https://github.com/NVIDIA/auto-ontology) | Python | 8.5k | +2.0k | 2.0k/d | 21.71 | Agents can retrieve documents and query databases, but reliability gates agentic analytics: a revenue metric answered faster is worth nothing if the number is wrong. Agents need a context layer that tells them where data lives, what it means, whether to use it, how to use it, where it came from, and what is similar.... |
| 2 | [morluto/rea](https://github.com/morluto/rea) | TypeScript | 436.8k | - | 3.5k/d | 11.37 | REA connects your agent to tools for inspecting native binaries, JavaScript and Electron apps, .NET assemblies, and websites. You can also use the same tools from your terminal. Analysis runs locally, and results include the evidence and limitations behind each conclusion. |
| 3 | [vercel-labs/agent-desktop](https://github.com/vercel-labs/agent-desktop) | Rust | 17.8k | - | 1.5k/d | 9.72 | agent-desktop gives an AI agent computer use without screenshots or pixel matching. It reads the accessibility tree of a desktop app and returns it as JSON, with a ref for every element the agent can act on. The agent clicks or types on a ref, reads the UI again to check the result, and repeats. The loop lives in your... |
| 4 | [heygen-com/hyperframes](https://github.com/heygen-com/hyperframes) | TypeScript | 79.9k | - | 576/d | 9.45 | The skills teach agents the HyperFrames production loop: plan the video, write valid HTML, wire seekable animations, add media, lint, preview, and render. They work with Claude Code, Codex, Cursor, Gemini CLI, IBM Bob, and other coding agents that support skills. |
| 5 | [D4Vinci/Scrapling](https://github.com/D4Vinci/Scrapling) | Python | 98.7k | - | 1.1k/d | 9.41 | Scrapling is a Python Web Scraping framework that brings fast HTTP requests, stealth browsers, powerful parsing, and concurrent crawling into one library. |
| 6 | [Panniantong/Agent-Reach](https://github.com/Panniantong/Agent-Reach) | Python | 109.6k | - | 494/d | 9.31 | Agent Reach 没有官方代币、币、投资产品、领取手续费活动、钱包连接，也没有 Solana/Pump.fun 项目。任何借用 Agent Reach 名字、GitHub 地址或作者身份的加密项目都与本仓库无关，请勿据此连接钱包或领取任何费用。 |
| 7 | [github/spec-kit](https://github.com/github/spec-kit) | Python | 148.1k | - | 377/d | 9.21 | Spec Kit is an open source toolkit that gives AI coding agents structured processes, reusable templates, and documented outcomes. Start with a ready-made process, customize it, or bring your own. |
| 8 | [HKUDS/DeepTutor](https://github.com/HKUDS/DeepTutor) | Python | 55.8k | - | 505/d | 9.05 | DeepTutor is an agent-native learning workspace that connects tutoring, research, creation, and practice in one extensible system. |
| 9 | [cheaper-inference/OmniRoute](https://github.com/cheaper-inference/OmniRoute) | TypeScript | 85.1k | - | 318/d | 8.93 | Thanks to Cheaper Inference, an OmniRoute Open Source Friend, for backing this project! Cheaper Inference is a cost-ranked gateway that resells 42 frontier models — Claude, GPT-5.x, Gemini, Kimi K3, GLM, DeepSeek, Grok and MiniMax — behind one OpenAI-compatible endpoint, routing each request to the cheapest eligible... |
| 10 | [farion1231/cc-switch](https://github.com/farion1231/cc-switch) | Rust | 152.3k | - | 257/d | 8.86 | No. When you switch providers for Claude Code, Codex, Gemini CLI, or Grok Build, CC Switch replaces only the key fields in the config file: the endpoint, key, model name, and API protocol (plus the reasoning effort for Codex and the auth method for Gemini CLI), along with a few compatibility options that belong to the... |
| 11 | [scenario-labs/skills](https://github.com/scenario-labs/skills) | Python | 3.4k | - | 512/d | 8.63 | Agent Skills that teach AI coding agents (Claude Code, Cursor, Codex, Copilot, and 70+ others) how to create production-ready content with Scenario through the Scenario MCP server: images, video, audio, textures, skyboxes, 3D assets, and custom-trained models, for games, entertainment, and any creative vertical. |
| 12 | [DuarteSantos8/openGym](https://github.com/DuarteSantos8/openGym) | JavaScript | 19.9k | - | 292/d | 8.49 | - Passkeys (Face ID, Touch ID, fingerprint) with per-profile data synced across devices. Password sign-in can be switched on per instance; new devices pair with a one-time code or QR. - Two devices editing at once merge field by field instead of overwriting each other (see sync). - Import from FitNotes, Strong, Hevy... |
| 13 | [lobehub/lobehub](https://github.com/lobehub/lobehub) | TypeScript | 84.2k | - | 185/d | 8.48 | They take on work by themselves and get better every week. |
| 14 | [nextlevelbuilder/ui-ux-pro-max-skill](https://github.com/nextlevelbuilder/ui-ux-pro-max-skill) | Python | 146.0k | - | 477/d | 8.45 | An AI skill that provides design intelligence for building professional UI/UX across multiple platforms and frameworks. |
| 15 | [f/prompts.chat](https://github.com/f/prompts.chat) | MDX | 176.0k | - | 128/d | 8.31 | Want to contribute? Add prompts at prompts.chat/prompts/new — they sync here automatically. |
| 16 | [ollama/ollama](https://github.com/ollama/ollama) | Go | 186.1k | - | 110/d | 8.19 | Ollama has a REST API for running and managing models. |
| 17 | [The-PR-Agent/pr-agent](https://github.com/The-PR-Agent/pr-agent) | Python | 15.2k | - | 208/d | 8.16 | This repository contains the open-source PR Agent Project. It is not the Qodo offering for open-source projects. |
| 18 | [NVIDIA/SkillSpector](https://github.com/NVIDIA/SkillSpector) | Python | 24.6k | - | 169/d | 8.08 | SkillSpector is part of the NVIDIA Verified Skills pipeline, which scans, evaluates, and signs agent skills before publication. Skills that pass are published to the NVIDIA skills catalog. |
| 19 | [Thysrael/Horizon](https://github.com/Thysrael/Horizon) | Python | 12.9k | - | 293/d | 8.05 | 📡 Your own AI-powered news radar. Generates daily briefings in English & Chinese. | 构建你专属的 AI 新闻雷达 |
| 20 | [rohitg00/ai-engineering-from-scratch](https://github.com/rohitg00/ai-engineering-from-scratch) | Python | 77.1k | - | 119/d | 8.02 | Free, open source, MIT. Learn on the website, with a coding agent, or by running local code. |

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## Emerging AI Hotspots Top 10

| # | Repo | Lang | Stars | +Today | Growth | Emerging | Summary |
|--:|------|------|------:|------:|------:|-----:|---------|

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## Trend Insights

1. **Language Distribution**: Top languages: Python(15), TypeScript(7), JavaScript(3), Go(2), Rust(2)
2. **Hot Topics**: MCP 协议(16), 大语言模型(12), AI Agent(4), RAG 检索增强(3), 自动化(3), AI 编程助手(3)
3. **Hottest Today**: [NVIDIA/auto-ontology](https://github.com/NVIDIA/auto-ontology) gained +2.0k stars today

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*Report generated by [GitHub AI Radar](https://github.com/JuliaYu907/github-ai-radar)*