Opportunity radar
海外机会工作台
把工作机会、创业线索、GitHub 趋势和模型工具发布压成一个可复核队列。先分层,再行动。
这条内容主要是一条趋势线索线索,正文前几句在说:A curated list of awesome things related to the WebMCP W3C standard language: stars:113 open source github developer tool github trending fallback recent repository momentum README: Awesome WebMCP The browser standard that lets any website expose structured JavaScript tools directly to in-browser AI agents via navigator.modelContext. 📋 Contents 📜 Official Specs & Documentation 🚀 Getting Started & Browser Setup 📖 Tutorials & Hands-On Guides 📦 Libraries, SDKs & Polyfills 🎮 Demos & Example Projects。先判断它是不是你要找的方向,再决定要不要继续打开原文。
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趋势线索:webfuse-com/awesome-webmcp
这条内容主要是一条趋势线索线索,正文前几句在说:A curated list of awesome things related to the WebMCP W3C standard language: stars:113 open source github developer tool github trending fallback recent repository momentum README: Awesome WebMCP The browser standard that lets any website expose structured JavaScript tools directly to in-browser AI agents via navigator.modelContext. 📋 Contents 📜 Official Specs & Documentation 🚀 Getting Started & Browser Setup 📖 Tutorials & Hands-On Guides 📦 Libraries, SDKs & Polyfills 🎮 Demos & Example Projects。先判断它是不是你要找的方向,再决定要不要继续打开原文。
Awesome WebMCP The browser standard that lets any website expose structured JavaScript tools directly to in-browser AI agents via navigator.modelContext. 📋 Contents 📜 Official Specs & Documentation 🚀 Getting Started & Browser Setup 📖 Tutorials & Hands-On Guides 📦 Libraries, SDKs & Polyfills 🎮 Demos & Example Projects 🔧 Developer Tools & Utilities 🧪 Benchmarks & Evaluation 🎬 Videos & Talks 📝 Articles & Best Practices 👥 Community & Contributing 🔗 Related: MCP Ecosystem 📜 Official Specs & Documentation The authoritative sources. Read these first. WebMCP Spec (W3C Community Group Draft) - Full IDL, tool registration, schemas, and security model. WebMCP GitHub Repo - Spec source, issues, and the…
README这条内容主要是一条趋势线索线索,正文前几句在说:A curated collection of practical AI projects implementing OCR systems, RAG, AI agents, and other AI use cases. language:Python stars:3259 open source github developer tool github trending fallback recent repository momentum。先判断它是不是你要找的方向,再决定要不要继续打开原文。
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趋势线索:Sumanth077/Hands-On-AI-Engineering
这条内容主要是一条趋势线索线索,正文前几句在说:A curated collection of practical AI projects implementing OCR systems, RAG, AI agents, and other AI use cases. language:Python stars:3259 open source github developer tool github trending fallback recent repository momentum。先判断它是不是你要找的方向,再决定要不要继续打开原文。
这条内容主要是一条趋势线索线索,正文前几句在说:Mozilla's Gecko Marionette client in golang language:Go stars:57 open source github developer tool github trending fallback recent repository momentum README: marionetteclient Mozilla Gecko Marionette client for Go. What is Marionette Marionette is an automation driver for Mozilla's Gecko engine. It can remotely control either the UI or the internal JavaScript of a Gecko application such as Firefox.。先判断它是不是你要找的方向,再决定要不要继续打开原文。
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趋势线索:njasm/marionette_client
这条内容主要是一条趋势线索线索,正文前几句在说:Mozilla's Gecko Marionette client in golang language:Go stars:57 open source github developer tool github trending fallback recent repository momentum README: marionetteclient Mozilla Gecko Marionette client for Go. What is Marionette Marionette is an automation driver for Mozilla's Gecko engine. It can remotely control either the UI or the internal JavaScript of a Gecko application such as Firefox.。先判断它是不是你要找的方向,再决定要不要继续打开原文。
- Go语言开发能力
- Mozilla Gecko引擎相关知识
- 自动化测试工具使用经验
- 学习该工具的API与使用方法
- 了解其与WebDriver的兼容性特点
- 探索其针对Gecko浏览器界面的专用命令功能
marionetteclient Mozilla Gecko Marionette client for Go. What is Marionette Marionette is an automation driver for Mozilla's Gecko engine. It can remotely control either the UI or the internal JavaScript of a Gecko application such as Firefox. It can control both the chrome (menus and browser functions) and the content loaded in a browsing context, allowing callers to reproduce user actions and inspect the DOM. Marionette shares much of its API with WebDriver and adds commands for interacting with Gecko's chrome interface. Resources Marionette documentation W3C WebDriver specification Marionette protocol support for the current command inventory and implementation gaps See Marionette protoc…
README这条内容主要是一条趋势线索线索,正文前几句在说:Give your small robot a brain. It knows its moves but not how to connect them. Say a goal in a chat and any LLM plans and runs the steps.。先判断它是不是你要找的方向,再决定要不要继续打开原文。
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趋势线索:rokbenko/quackd
这条内容主要是一条趋势线索线索,正文前几句在说:Give your small robot a brain. It knows its moves but not how to connect them. Say a goal in a chat and any LLM plans and runs the steps.。先判断它是不是你要找的方向,再决定要不要继续打开原文。
- Python
- 使用Quackd为小型机器人实现动作序列自动化执行
当前AI开发中模型推理带来的Token消耗问题较为突出,该工具作为Codex内置的集群调度系统,可大幅减少整体Token使用量,解决开发者运行大模型时的成本与效率矛盾。
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Codex工作流系统:降低AI模型运行成本的新方案
当前AI开发中模型推理带来的Token消耗问题较为突出,该工具作为Codex内置的集群调度系统,可大幅减少整体Token使用量,解决开发者运行大模型时的成本与效率矛盾。
- Python编程能力
- 学习工具的使用方法
- 评估其在自身项目中的适用性
这条内容主要是一条趋势线索线索,正文前几句在说:MCP server for Chart Library — visual chart pattern search engine. Find similar historical stock charts and see what happened next. language:Python stars:20 open source github developer tool README: Chart Library MCP Free market-state research.。先判断它是不是你要找的方向,再决定要不要继续打开原文。
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趋势线索:grahammccain/chart-library-mcp
这条内容主要是一条趋势线索线索,正文前几句在说:MCP server for Chart Library — visual chart pattern search engine. Find similar historical stock charts and see what happened next. language:Python stars:20 open source github developer tool README: Chart Library MCP Free market-state research.。先判断它是不是你要找的方向,再决定要不要继续打开原文。
Chart Library MCP Free market-state research. One question, one call. Version 6.2.0 introduces the same three-tool starting point as the hosted service. Existing integrations retain their callable tool names. Three read-only tools Each tool works independently. No preliminary search or cohort handle is needed. Example question: “Read AAPL's latest completed-session state. Report the historical analog ranges, sample sizes, session date and limitations.” Omitting date uses the latest built/published session, not a real-time quote. Dates use YYYY-MM-DD. Missing or thin evidence stays missing or thin. Connect The primary remote endpoint is https://chartlibrary.io/mcp, using Streamable HTTP and…
README该岗位需要开发能够自动分析Go语言HTTP服务的工具,提取路由定义、请求响应规范及认证模式,进而生成美观且交互性强的API文档。
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Go语言HTTP服务静态API文档生成工具开发岗位
该岗位需要开发能够自动分析Go语言HTTP服务的工具,提取路由定义、请求响应规范及认证模式,进而生成美观且交互性强的API文档。
- Go语言开发
- API文档设计
- 静态代码分析
- 开发可自动分析Go HTTP服务的工具
- 提取服务的相关结构信息
- 生成交互式API文档
- 未提及项目团队背景及公司规模,存在一定信息缺失风险
当前Herdr多路复用器的SSH管理功能依赖传统命令行工具,使用体验较差,存在操作复杂、效率低的问题,亟需一款适配Agent架构的轻量化移动端SSH客户端来解决上述痛点。
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专为Herdr多路复用器设计的SSH移动客户端
当前Herdr多路复用器的SSH管理功能依赖传统命令行工具,使用体验较差,存在操作复杂、效率低的问题,亟需一款适配Agent架构的轻量化移动端SSH客户端来解决上述痛点。
- TypeScript开发能力
- 移动端应用开发经验
- 分析Herdr多路复用器的SSH使用痛点
- 设计适配Agent架构的移动端SSH客户端功能框架
- 完成基础功能原型开发
- Herdr多路复用器未形成稳定的用户群体
- 目标用户对移动端SSH工具的需求强度较低
这条内容主要是一条趋势线索线索,正文前几句在说:Workshop materials and demo app for 'Principles of Agentic Engineering' by Cole Medin — the AI layer concept, the PIV loop, and 15 reusable Claude Code commands you can drop into any project. language:Python stars:134 open source github developer tool github trending fallback recent repository momentum README: AI Transformation Workshop — Agentic Engineering Workshop materials and a working demo app for "Principles of Agentic Engineering: Scaling your Development with AI" by Cole Medin. This rep。先判断它是不是你要找的方向,再决定要不要继续打开原文。
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趋势线索:coleam00/ai-transformation-workshop
这条内容主要是一条趋势线索线索,正文前几句在说:Workshop materials and demo app for 'Principles of Agentic Engineering' by Cole Medin — the AI layer concept, the PIV loop, and 15 reusable Claude Code commands you can drop into any project. language:Python stars:134 open source github developer tool github trending fallback recent repository momentum README: AI Transformation Workshop — Agentic Engineering Workshop materials and a working demo app for "Principles of Agentic Engineering: Scaling your Development with AI" by Cole Medin. This rep。先判断它是不是你要找的方向,再决定要不要继续打开原文。
- 学习代理工程相关核心方法与实用工具
AI Transformation Workshop — Agentic Engineering Workshop materials and a working demo app for "Principles of Agentic Engineering: Scaling your Development with AI" by Cole Medin. This repo packages a complete reference implementation of how to build software in an AI-first organization: The methodology — the AI layer concept, the PIV loop, and five golden rules that compound over time A portable AI layer — 15 commands and 2 skills you can drop into any project today A live demo app — a deliberately scarce poll builder used as the canvas for the workshop's live build If you attended the workshop, this is the canonical reference for everything you saw. If you didn't, the workflow below works…
README这条内容主要是一条趋势线索线索,正文前几句在说:AIにまじなPPTXを作らせるClaude Codeスキル — スライド規約+38型SlideSpec+生成パイプライン+機械チェック language:JavaScript stars:208 open source github developer tool github trending fallback recent repository momentum。先判断它是不是你要找的方向,再决定要不要继续打开原文。
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趋势线索:gozen3ji/consulting-pptx-skill
这条内容主要是一条趋势线索线索,正文前几句在说:AIにまじなPPTXを作らせるClaude Codeスキル — スライド規約+38型SlideSpec+生成パイプライン+機械チェック language:JavaScript stars:208 open source github developer tool github trending fallback recent repository momentum。先判断它是不是你要找的方向,再决定要不要继续打开原文。
- JavaScript
- 使用该技能根据规范完成PPTX内容生成与格式校验
现有开源后端开发工具存在功能覆盖不足的问题,该工具是为解决后端开发者在快速构建API时的基础需求而设计,可降低开发门槛、提升效率。
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面向后端开发的轻量级API服务工具
现有开源后端开发工具存在功能覆盖不足的问题,该工具是为解决后端开发者在快速构建API时的基础需求而设计,可降低开发门槛、提升效率。
- Python编程能力
- 安装依赖并运行工具验证功能
- 根据实际使用场景优化工具功能
waitress An api built with Starlette. Installation clone: create & activate virtual env then install dependency: with venv/virtualenv + pip: then run: License This project is licensed under the MIT License (see the LICENSE file for details).
README该工具基于Microsoft Graph API为个人微软账户提供MCP服务,覆盖邮件、日历、联系人、任务等13类功能,支持批量读取、增量查询等操作,目前为开源社区项目,暂不支持企业工作/学校账户。开发者若希望将Outlook集成到自有工具框架中,并获得结构化的工具调用接口而非需要自行解析的原始输出,或需要在个人微软账户上实现完全控制的功能,可考虑该产品。
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面向个人微软账户的Outlook MCP服务器工具集
该工具基于Microsoft Graph API为个人微软账户提供MCP服务,覆盖邮件、日历、联系人、任务等13类功能,支持批量读取、增量查询等操作,目前为开源社区项目,暂不支持企业工作/学校账户。开发者若希望将Outlook集成到自有工具框架中,并获得结构化的工具调用接口而非需要自行解析的原始输出,或需要在个人微软账户上实现完全控制的功能,可考虑该产品。
- Python开发能力
- MCP接口开发经验
- Microsoft Graph API使用知识
- 使用Python开发基于Microsoft Graph API的Outlook MCP服务器
- 实现13类常用功能的接口支持
- 完成批量读取、增量查询等高级功能开发
- 维护项目开源代码库并处理用户反馈
- 当前版本仅支持个人微软账户,不支持企业工作/学校账户
- 属于开源社区项目,无微软官方背书或技术支持
outlook-mcp MCP server for Microsoft Outlook personal accounts via Microsoft Graph API. Personal Microsoft accounts only — @outlook.com, @hotmail.com, @live.com. Work/school accounts (Entra ID) are not supported in v1. Disclaimer: Independent open-source project. Not affiliated with, endorsed by, or supported by Microsoft Corporation. "Outlook" and "Microsoft Graph" are trademarks of Microsoft. Who this is for You'll like this if you're: An agent builder wiring Outlook into your own infra (OpenClaw, Claude Code, Cursor, custom MCP host) and want a typed tool surface — not stdout you have to parse Building on personal Microsoft accounts (Outlook.com / Hotmail / Live) and want full control: B…
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