仓库/Skill 库

A self-evolved, sovereign desktop AI agent built for real-world action — beyond model wrappers and coding copilots. / 真实实践中自我演化的独立桌面 AI Agent。

MCP 连接器，让你的 AI Agent 直接访问 typesafe ai 的 jev 模型mcp connector to give your AI agent direct access to typesafe ai's jev model

Model Context Protocol (MCP) 服务器的 Node.js 实现，支持从多源（包括 **Web of Science**、arXiv 等）搜索和下载学术论文。A Node.js implementation of the Model Context Protocol (MCP) server for searching and downloading academic papers from multiple sources, including **Web of Science**, arXiv, and more.

AI 驱动的 CLI 编码 Agent，内置 20+ 工具，支持 MCP 与多模型提供商。AI-powered CLI coding agent with 20+ built-in tools, MCP support, and multi-model providers

mu (μ)：一个先思考后行动的 coding agent。小型快速的 judge 处理日常调用，大模型完成实际工作。基于 pi 和 AionUi 构建。mu (μ): a coding agent that thinks before it acts. A small, fast judge makes the routine calls, the big model does the work. Built on pi and AionUi.

最省钱的自托管 AI Agent 工作空间，集成 tool calling、MCP、多模型路由、沙箱执行、多 Agent 工作流，以及由 LLM 编写并通过 Three.js 渲染的 3D 角色动画。Cheapest Money-Saving Self-hosted AI agent workspace with tool calling, MCP, multi-model routing, sandboxed execution, multi-agent workflows, and LLM-authored 3D character animation rendered with Three.js.

一个 Model Context Protocol (MCP) 服务器，使 AI 助手能够与 AKS 集群交互，作为 AI 工具（如 Claude、Cursor 和 GitHub Copilot）与 AKS 之间的桥梁A Model Context Protocol (MCP) server that enables AI assistants to interact with AKS clusters. It serves as a bridge between AI tools (like Claude, Cursor, and GitHub Copilot) and AKS.

🦆🧠 给你小巧的机器人装上大脑。用自然语言告诉 Microduck、自制的 Open Duck Mini、Reachy Mini、LeRobot 机械臂或任意 ROS base 你想要什么。LLM（Claude、OpenAI、Gemini、Grok，或通过 Ollama、vLLM、llama.cpp 接入的本地模型）调用它已有的 Skill。包含模拟器、.duck 任务文件、MCP、flocks。Apache 2.0。🦆🧠 Give your small robot a brain. Tell a Microduck, an Open Duck Mini you built yourself, a Reachy Mini, a LeRobot arm or any ROS base what you want in plain language. An LLM (Claude, OpenAI, Gemini, Grok, or a local model via Ollama, vLLM or llama.cpp) uses the skills it already has. Simulator, .duck task files, MCP, flocks. Apache 2.0.

Code World Model 官方仓库。Code World Model Official Repo

面向 agentic 界面的 React design system。提供每个免费 BoardUI 组件的源代码，并以使用你自己 model key 的可运行 AI chat 应用作为主页。React design system for agentic interfaces. Every free BoardUI component as source, with a working AI chat app on your own model key as the homepage.

Apeireth —— 一个纯 Safe Rust 的 AGI 操作系统与认知微内核。包含 16 个 crate：连续拓扑记忆、因果世界模型、认知调度器、Ember HUD、三层 onion 安全机制以及可移植 USB Agent。Apeireth — A Pure Safe Rust AGI Operating System & Cognitive Microkernel. 16 crates: continuous topological memory, causal world model, cognitive scheduler, Ember HUD, triple-onion security & portable USB agent.

AI 数据交换的十字路口。一个统一的、可自托管的 Web 界面，用于发现、配置和管理 Model Context Protocol (MCP) 服务器——将来自多个 MCP 来源（Claude、Cursor 等）的 AI 工具、工作区、提示词与日志汇聚一处。The Crossroads for AI Data Exchanges. A unified, self-hostable web interface for discovering, configuring, and managing Model Context Protocol (MCP) servers—bringing together AI tools, workspaces, prompts, and logs from multiple MCP sources (Claude, Cursor, etc.) under one roof.

开源 multi-agent 研究助手：约 2 分钟生成带引用的网络报告，或由 25 个 agent 流水线配合人工检查点产出完整学术论文。欢迎贡献。Open-source multi-agent research assistant: cited web reports in ~2 min, or a full academic paper from a 25-agent pipeline with human checkpoints. Contributors welcome.

开源核心的 AI 工作台——覆盖任何模型的 notebooks、Agent、RAG、语音和图像：OpenAI、Anthropic、Google、xAI，或通过 Ollama/vLLM 的本地模型。BSL 1.1，两年后自动转换为 Apache-2.0。当别人的 AI 停止运行时，你的 AI 仍在运行。The open-core AI workbench — notebooks, agents, RAG, voice, and images across any model: OpenAI, Anthropic, Google, xAI, or local via Ollama/vLLM. BSL 1.1, auto-converting to Apache-2.0 on a two-year clock. Your AI keeps running when theirs doesn't.

通过你的 ZCode Desktop 账号路由，从你自己的 agent harness 调用模型——在你选择的 harness 中使用每日免费 Tokens 和奖励 TokensModel access from your own agent harness through routed frim your ZCode Desktop account — use your free daily Tokens and bonus Tokens in the harness of your choice

🧠💻 将互联网重新构想为自组织思维导图 🤖🔎 STREAM：基于顶部结果提取与答案模型的搜索 📈📝 REASON 文档撰写 Agent 🚜📜 Tractor 文本提取器 🔤📊 SEEKTOPIC🧠💻 Reimagine the Internet as Self-Organizing Mind Map 🤖🔎 STREAM: Search with Top Result Extraction & Answer Model 📈📝 REASON Docs Writing Agent 🚜📜 Tractor the Text Extractor 🔤📊 SEEKTOPIC

小到 AI 可以整体容纳的 App。ObjectStack 将整个 App——数据模型、UI、工作流、权限——转化为类型化元数据：一个完整 CRM 压缩至 150k token 以内，单个上下文窗口即可装下。Agent 可整体读取、整体推理、整体重构。Apps small enough for AI to hold whole. ObjectStack turns the whole app — data model, UI, workflows, permissions — into typed metadata: a complete CRM in under 150k tokens, one context window. Agents read it whole, reason it whole, refactor it whole.

Agentic RuntimeAgentic Runtime

发布 AI Agent 制品，而非 demo 表演 — 验证器把关、跨模型族运行，自动学习哪个模型最优。Ship AI-agent artifacts, not demo theater — verifier-gated, cross-family runs that learn which model wins.

面向 Claude、Cursor 及 AI agent 的 GeneXus 18 MCP server，通过 Model Context Protocol 对 KB 对象（transactions、web panels、procedures、SDTs）进行读取、编辑与分析。GeneXus 18 MCP server for Claude, Cursor, and AI agents — read, edit, analyze KB objects (transactions, web panels, procedures, SDTs) over the Model Context Protocol.

面向 AI agent 的基于证据的评估——将每条断言与 agent 真实工具输出进行核对（受约束、基于证据的模型判断，而非整体式 LLM 评判的猜测），并附带置信区间。Evidence-grounded evaluation for AI agents — verifies each claim against the agent's real tool outputs (constrained, evidence-grounded model judgment, not holistic LLM-judge guesswork), with confidence intervals.

UniArticles-An MCP (Model Context Protocol) tool that queries and curates new research papers from Scopus, arXiv and more using APIs/official libraries. 亿文通——一个MCP（模型上下文协议）工具，通过 API/官方库聚合检索并整理新文献。

面向律所的自托管、GDPR 合规 AI Agent。零云依赖、哈希链审计追溯（符合 AI Act 第 12 条）、自带模型、支持 9 种语言版本。willchen96/mike 的硬分叉，AGPL-3.0 许可。Self-hosted, GDPR-safe AI agent for law firms. Zero-cloud, hash-chained audit trail (AI Act art. 12), bring-your-own-model, 9 language editions. Hard fork of willchen96/mike, AGPL-3.0.

本地 Windows 桌面监视器，用于查看正在运行的 Claude Code agent —— 实时状态、预估成本、模型、主机以及一键聚焦，按项目分组。只读且完全离线。Local Windows desktop monitor for your running Claude Code agents - live status, estimated cost, model, host and one-click focus, grouped by project. Read-only and fully offline.

Autobots | 由 NVIDIA NIM 驱动的去中心化模型 agent 集群。通过专用 6 文件控制架构编排高精度、端到端可鉴权软件开发流程，具备自动化安全审计、无冗余任务路由与自主状态管理能力。Autobots | A decentralized model agentic swarm powered by NVIDIA NIM. Orchestrating high-precision, end-to-end authenticated software development through a specialized 6-file control architecture. Features automated security auditing, non-redundant task routing, and autonomous state management.

Hearting —— 面向 Claude Code、Codex 与 OpenCode 的 agent 设置。一份可移植契约覆盖三者，支持能力路由、跨运行时密封调度、节点级模型分层与实时 Fleet 视图，前身为 agent_settingHearting — the agent setting for Claude Code, Codex, and OpenCode. One portable contract projected onto all three, with routed capabilities, sealed cross-harness dispatch, per-node model tiers, and a live Fleet view. Formerly agent_setting.

你的 agent 能写出变更——却无法告诉你还有哪些内容依赖于它正在修改的代码。本工具从你自己的代码构建产品模型，然后对每个任务打分：变更内容、影响范围、波及的用户旅程与敏感数据——让运算结果直观呈现在屏幕上。本地运行，零依赖，无遥测。包含 MCP。Your agent can write the change — it can't tell you what else depends on the code it's touching. This builds a model of your product from your own code, then scores every task: what it changes, what that reaches, which user journeys and sensitive data are in the blast radius — arithmetic on screen. Local, zero deps, no telemetry. MCP included.

可移植的 Rust Agent Client Protocol (ACP) server，具备模型路由、工具、权限、沙箱、会话与 MCP 集成。Portable Rust Agent Client Protocol (ACP) server with model routing, tools, permissions, sandboxing, sessions, and MCP integration.

面向 Model Context Protocol 服务器的 OWASP MCP Top 10 安全扫描器OWASP MCP Top 10 security scanner for Model Context Protocol servers

确定性的 MCP 安全架构。以 FrozenNamespace 作为 Model Context Protocol 工具验证的可信根（Root of Trust）。Deterministic MCP Security Architecture. FrozenNamespace as Root of Trust for Model Context Protocol tool verification

Model Context Protocol（MCP）的 Apache-2.0 安全扩展提案。包含对象级签名、新鲜度/重放保护、mTLS 传输、委托授权以及普通 MCP 服务器的 sidecar 保护。Rust workspace；安全审计发布于 docs/security/Apache-2.0 security extension proposal for the Model Context Protocol (MCP). Object-level signing, freshness/replay protection, mTLS transport, delegated authorization, sidecar protection of ordinary MCP servers. Rust workspace; published security audits under docs/security/.

你的 AI Agent 无法掏空的钱包。一个非托管的 Soroban 资金库，限定自主 Agent 的支出上限——由合约而非模型强制执行。The wallet your AI agent can't drain. A non-custodial Soroban treasury that bounds what an autonomous agent may spend - enforced by the contract, not the model.

自构建的 AI Agent 框架——多模型 ReAct + 分层缓存友好的上下文 + 异步多 Agent + XML 工作流。CLI 与 WebUI，零 LangChain。An AI agent framework that builds itself — multi-model ReAct + tiered cache-friendly context + async multi-agent + XML workflows. CLI & WebUI, zero LangChain.

🤖 通过 Model Context Protocol 服务器在 IDE 与 CLI 工具间共享记忆并协调任务，增强 AI Agent 之间的协作🤖 Enhance collaboration among AI agents with a Model Context Protocol server that shares memory and coordinates tasks across IDEs and CLI tools.

AI it yourself——一款原生 iOS 聊天应用，Agent 可在其中构建你所需的小工具，沙箱化且立即可用。无服务器、无账号：自带 API key、本地机器或在 iPhone 上运行的模型。AI it yourself — a native iOS chat where agents build the small tools you need, sandboxed and usable immediately. No server, no account: bring your own API key, your own machine, or a model running on the iPhone.

开源的托管型 agent harness：持久化的 LLM agent session、每 session 一个 sandbox、支持无人值守运行——基础设施由你拥有，model key 由你掌握。An open-source managed agent harness: durable LLM agent sessions, a sandbox per session, and unattended runs — on infrastructure you own, with model keys you hold.