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:Model Context Protocol server for Firefox DevTools - enables AI assistants to inspect and control Firefox browser through the Remote Debugging Protocol language:TypeScript stars:383 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:mozilla/firefox-devtools-mcp
这条内容主要是一条趋势线索线索,正文前几句在说:Model Context Protocol server for Firefox DevTools - enables AI assistants to inspect and control Firefox browser through the Remote Debugging Protocol language:TypeScript stars:383 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。
开发者可通过该工具将文本及各类数据源转换为可维护的Drawio架构模型,支持手动布局保留、多视图展示、基于CI流程的架构测试、条件模拟分析等功能,同时具备故事模式与内置MCP服务。
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面向开发者的Drawio架构建模开源工具
开发者可通过该工具将文本及各类数据源转换为可维护的Drawio架构模型,支持手动布局保留、多视图展示、基于CI流程的架构测试、条件模拟分析等功能,同时具备故事模式与内置MCP服务。
- Python
- 使用Python编写相关代码实现工具功能
这条内容主要是一条趋势线索线索,正文前几句在说:A local, GitHub-centric operating contract that makes a collection of independent repositories behave like one understandable, verifiably ready workspace for humans and coding agents. language:Python stars:119 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:basefoundry/base
这条内容主要是一条趋势线索线索,正文前几句在说:A local, GitHub-centric operating contract that makes a collection of independent repositories behave like one understandable, verifiably ready workspace for humans and coding agents. language:Python stars:119 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。
- Python
- 了解该框架的核心技术机制与适用场景
面向大型代码库的开发者,解决代码搜索效率低、依赖关系复杂难梳理、功能影响难以快速定位等问题,实现语义化搜索、多语言依赖图分析、符号级影响评估等功能,提升代码维护效率。
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企业级代码智能分析工具,降低开发效率与成本
面向大型代码库的开发者,解决代码搜索效率低、依赖关系复杂难梳理、功能影响难以快速定位等问题,实现语义化搜索、多语言依赖图分析、符号级影响评估等功能,提升代码维护效率。
- TypeScript
- 使用该工具分析代码库问题
- 评估工具在自身开发场景中的适用性
该工具专为使用UI5框架的开发者设计,可帮助他们在与智能AI工具协作时提升开发效率,同时解决代码中特定于UI5的错误问题,并为智能AI工具提供更多相关UI5信息。
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UI5框架的MCP服务器:提升开发者与智能AI工具协作效率的工具
该工具专为使用UI5框架的开发者设计,可帮助他们在与智能AI工具协作时提升开发效率,同时解决代码中特定于UI5的错误问题,并为智能AI工具提供更多相关UI5信息。
- TypeScript
- 使用createintegrationcard创建UI集成卡片
- 使用createui5app基于模板创建新的UI5应用
- 使用getapireference获取API参考信息
UI5 MCP Server A Model Context Protocol server for UI5 application development. Description The UI5 Model Context Protocol server offers tools to improve the developer experience when working with agentic AI tools. Key Features Helps with the creation of new UI5 projects when working with agentic AI tools Supports the developer to detect and fix UI5-specific errors in the code Provides additional UI5-specific information for agentic AI tools [!TIP] Make sure to also check out our announcement blog post in the SAP Community! Available Tools createintegrationcard: Scaffolds a new UI Integration Card. createui5app: Scaffolds a new UI5 application based on a set of templates. getapireference: F…
README这条内容主要是一条趋势线索线索,正文前几句在说:C# port of https://github.com/memononen/fontstash language:C# stars:366 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:FontStashSharp/FontStashSharp
这条内容主要是一条趋势线索线索,正文前几句在说:C# port of https://github.com/memononen/fontstash language:C# stars:366 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。
- C#编程语言
- 学习该项目的技术实现逻辑,了解其适配场景与工程优化思路
这条内容主要是一条趋势线索线索,正文前几句在说:Codex plugin for coding agents that turns software requests into approved implementation contracts, then keeps implementation and verification inside the agreed boundary. language:Python stars:30 open source github developer tool README: Click English | 한국어 | 简体中文 Community link: LINUX DO Agree once on what changes and what must hold. Then finish implementation and the necessary checks inside that boundary.。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:grapefruit0205/click
这条内容主要是一条趋势线索线索,正文前几句在说:Codex plugin for coding agents that turns software requests into approved implementation contracts, then keeps implementation and verification inside the agreed boundary. language:Python stars:30 open source github developer tool README: Click English | 한국어 | 简体中文 Community link: LINUX DO Agree once on what changes and what must hold. Then finish implementation and the necessary checks inside that boundary.。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。
Click English | 한국어 | 简体中文 Community link: LINUX DO Agree once on what changes and what must hold. Then finish implementation and the necessary checks inside that boundary. Click is a Codex plugin for people who want coding agents to agree on a software change once and then finish it without repeatedly rewriting the plan, rescanning the repository, or proving the same result twice. It turns your request and the relevant repository context into a short contract—what will change, what must stay true, and what evidence will count—explains it plainly, waits for approval, then keeps implementation and verification inside that boundary. Choose Always ON (recommended) for software changes by defau…
README这条内容主要是一条趋势线索线索,正文前几句在说:Kindly Web Search MCP Server: Web search + robust content retrieval for AI coding tools (Claude Code, Codex, Cursor, GitHub Copilot, Gemini, etc.) and AI agents (Claude Desktop, OpenClaw, Hermes, etc.). Supports Serper, Tavily, and SearXNG. language:Python stars:378 open source github developer tool。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:Shelpuk-AI-Technology-Consulting/kindly-web-search-mcp-serve
这条内容主要是一条趋势线索线索,正文前几句在说:Kindly Web Search MCP Server: Web search + robust content retrieval for AI coding tools (Claude Code, Codex, Cursor, GitHub Copilot, Gemini, etc.) and AI agents (Claude Desktop, OpenClaw, Hermes, etc.). Supports Serper, Tavily, and SearXNG. language:Python stars:378 open source github developer tool。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:Google Ads MCP + Meta Ads MCP + GA4 in one server for Claude, ChatGPT, Cursor & n8n — 250+ tools, hosted remote MCP, OAuth login, no API keys. By Ryze AI. language: stars:1072 open source github developer tool。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:irinabuht12-oss/google-meta-ads-ga4-mcp
这条内容主要是一条趋势线索线索,正文前几句在说:Google Ads MCP + Meta Ads MCP + GA4 in one server for Claude, ChatGPT, Cursor & n8n — 250+ tools, hosted remote MCP, OAuth login, no API keys. By Ryze AI. language: stars:1072 open source github developer tool。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:Open-source, local-first video editor where creators and AI agents edit the same real timeline. language:JavaScript stars:615 open source github developer tool github trending fallback recent repository momentum README: Timeline Studio — Browser AI Video Editor English | 中文 | 日本語 | 한국어 | Español | Français | Deutsch | Português | ไทย | Tiếng Việt | Русский Responsible use of deep synthesis This tool uses deep-synthesis technology and is intended solely for technical research and learning. Users 。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:MartinDelophy/ai-video-editor
这条内容主要是一条趋势线索线索,正文前几句在说:Open-source, local-first video editor where creators and AI agents edit the same real timeline. language:JavaScript stars:615 open source github developer tool github trending fallback recent repository momentum README: Timeline Studio — Browser AI Video Editor English | 中文 | 日本語 | 한국어 | Español | Français | Deutsch | Português | ไทย | Tiếng Việt | Русский Responsible use of deep synthesis This tool uses deep-synthesis technology and is intended solely for technical research and learning. Users 。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
- 了解该工具的深度合成技术实现逻辑
- 熟悉其时间线协同编辑功能与多语言支持情况
- 工具仅允许用于技术研究场景,不得用于商业用途或其他违规场景
Timeline Studio — Browser AI Video Editor English | 中文 | 日本語 | 한국어 | Español | Français | Deutsch | Português | ไทย | Tiếng Việt | Русский Responsible use of deep synthesis This tool uses deep-synthesis technology and is intended solely for technical research and learning. Users must ensure that they: use only facial images or videos of themselves or people who have provided lawful authorization; do not create or distribute any illegal, infringing, false, or misleading content; do not present generated content as authentic footage or impersonate another person without their consent. Users are solely responsible for any legal liability arising from violations of these requirements. Project u…
README这条内容主要是一条趋势线索线索,正文前几句在说:A cross-platform terminal workspace for remote development and AI agent workflows, powered by libghostty-vt language:Zig stars:390 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:xuzhougeng/wispterm
这条内容主要是一条趋势线索线索,正文前几句在说:A cross-platform terminal workspace for remote development and AI agent workflows, powered by libghostty-vt language:Zig stars:390 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。
- Zig语言基础
- 终端开发经验
- 开源项目协作能力
- 学习该工具的核心技术机制
- 探索其在远程开发及AI智能体工作流中的适用场景
- 参考相关工程实践获取开发灵感
这条内容主要是一条趋势线索线索,正文前几句在说:The community's most comprehensive, continuously-updated index of research on Large Language Models for software vulnerability detection — papers across function-level, repository-level, agentic, and smart-contract detection, plus datasets, benchmarks, and surveys. language:Python stars:1307 open source github developer tool github trending fallback recent repository momentum README: Awesome Large Language Models for Vulnerability Detection A curated list of papers, projects, and agent skills on。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:huhusmang/Awesome-LLMs-for-Vulnerability-Detection
这条内容主要是一条趋势线索线索,正文前几句在说:The community's most comprehensive, continuously-updated index of research on Large Language Models for software vulnerability detection — papers across function-level, repository-level, agentic, and smart-contract detection, plus datasets, benchmarks, and surveys. language:Python stars:1307 open source github developer tool github trending fallback recent repository momentum README: Awesome Large Language Models for Vulnerability Detection A curated list of papers, projects, and agent skills on。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 Large Language Models for Vulnerability Detection A curated list of papers, projects, and agent skills on using LLMs for vulnerability detection and discovery. 📄 Papers Only showing 2025 and later. For earlier work, see Papers Archive (2024 and earlier). 🚀 Projects 🧩 Agent Skills 📡 arxiv.md Automated daily capture and update of Arxiv papers for specified keywords through workflows. Acknowledgements The project's Updated Arxiv Papers Daily workflow borrows from this project LLM4SE. I refactored its original code by using the arxiv library.
README