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: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这条内容主要是一条趋势线索线索,正文前几句在说:342 agent skills (Cursor, Claude Code & Codex), 5,380 OpenClaw skills, 201 ML notebooks, 9 textbooks, 93 research papers, 94 curated projects, 18 industry reports for PMs, Designers & Developers. language:Jupyter Notebook stars:52 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:adriannoes/awesome-agentic-ai
这条内容主要是一条趋势线索线索,正文前几句在说:342 agent skills (Cursor, Claude Code & Codex), 5,380 OpenClaw skills, 201 ML notebooks, 9 textbooks, 93 research papers, 94 curated projects, 18 industry reports for PMs, Designers & Developers. language:Jupyter Notebook stars:52 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:language:TypeScript stars:44 open source github developer tool README: anycode anycode is a web platform where people and agents build together. Run it locally or remotely and work from any device you want: desktop, laptop, mobile, or even VR. Use any agent, including Codex, Claude Code, OpenCode, as well as local models.。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:anycode-ade/anycode
这条内容主要是一条趋势线索线索,正文前几句在说:language:TypeScript stars:44 open source github developer tool README: anycode anycode is a web platform where people and agents build together. Run it locally or remotely and work from any device you want: desktop, laptop, mobile, or even VR. Use any agent, including Codex, Claude Code, OpenCode, as well as local models.。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。
anycode anycode is a web platform where people and agents build together. Run it locally or remotely and work from any device you want: desktop, laptop, mobile, or even VR. Use any agent, including Codex, Claude Code, OpenCode, as well as local models. Features Ultra-fast custom editor: Exceptionally fast and highly optimized virtual rendering engine based on tree-sitter parser, delivering superior performance for large codebases. Multi-language support: Work with various programming languages in a single environment. Advanced code experience: Utilizes a custom code component based on web-tree-sitter for efficient parsing, syntax highlighting, and real-time code analysis. LSP integration: L…
README这条内容主要是一条趋势线索线索,正文前几句在说:Proper sandboxing for agentic coding and web browsing language:Swift stars:275 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:rderaison/bromure
这条内容主要是一条趋势线索线索,正文前几句在说:Proper sandboxing for agentic coding and web browsing language:Swift stars:275 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:ClickUp MCP Server - Integrate ClickUp project management with AI through Model Context Protocol language:Dockerfile stars:50 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:taazkareem/clickup-mcp-server
这条内容主要是一条趋势线索线索,正文前几句在说:ClickUp MCP Server - Integrate ClickUp project management with AI through Model Context Protocol language:Dockerfile stars:50 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。
- Docker基础操作
- Model Context Protocol相关知识
- 开源项目开发经验
- 学习该项目的技术架构与实现逻辑
- 尝试将其适配到自己的项目中
- 探索其在不同场景下的应用可能性
这条内容主要是一条趋势线索线索,正文前几句在说:Open-source AI agent and cross-platform client for local and remote development workflows. language:Dart stars:22 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:EastStarAI/sanad-agent
这条内容主要是一条趋势线索线索,正文前几句在说:Open-source AI agent and cross-platform client for local and remote development workflows. language:Dart stars:22 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:MCP SSH Server: 37 tools for remote SSH management | Claude Code & OpenAI Codex | DevOps automation, backups, database operations, health monitoring language:JavaScript stars:460 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:bvisible/mcp-ssh-manager
这条内容主要是一条趋势线索线索,正文前几句在说:MCP SSH Server: 37 tools for remote SSH management | Claude Code & OpenAI Codex | DevOps automation, backups, database operations, health monitoring language:JavaScript stars:460 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:Lightweight Agent Workstation for Codex CLI + Claude Code — with task scheduler, git worktree & remote control language:TypeScript stars:901 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:milisp/codexia
这条内容主要是一条趋势线索线索,正文前几句在说:Lightweight Agent Workstation for Codex CLI + Claude Code — with task scheduler, git worktree & remote control language:TypeScript stars:901 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。
- TypeScript
- 使用该工具完成代码任务调度、Git项目操作及远程代码控制
这条内容主要是一条趋势线索线索,正文前几句在说:A desktop app for isolated, parallel agentic development language:TypeScript stars:1988 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:coder/xum
这条内容主要是一条趋势线索线索,正文前几句在说:A desktop app for isolated, parallel agentic development language:TypeScript stars:1988 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:WorkWit: a self-hosted, open-source (MIT) enterprise AI Agent platform for office automation — built-in contract review & resume screening, 40+ skills, MCP connectors, multi-tenant RBAC. Deploy with one Docker Compose. language:Python stars:65 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:crane-in-clear-sky/WorkWit-AI-Agent
这条内容主要是一条趋势线索线索,正文前几句在说:WorkWit: a self-hosted, open-source (MIT) enterprise AI Agent platform for office automation — built-in contract review & resume screening, 40+ skills, MCP connectors, multi-tenant RBAC. Deploy with one Docker Compose. language:Python stars:65 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:Native Android GUI for running AI coding agents locally on-device. No terminal or PC required. language:Kotlin stars:23 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:yuga-hashimoto/and-code
这条内容主要是一条趋势线索线索,正文前几句在说:Native Android GUI for running AI coding agents locally on-device. No terminal or PC required. language:Kotlin stars:23 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。
- Kotlin
- 了解该工具的核心技术机制与适用场景
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 Turkish Government Tenders language:Python stars:95 open source github developer tool README: İhale MCP: Türkiye Kamu İhaleleri için MCP Sunucusu Bu proje, Türkiye'deki kamu ihalelerine (ekap.kik.gov.tr) erişimi kolaylaştıran bir FastMCP sunucusu oluşturur. Bu sayede, EKAP v2 portalından ihale arama, ihale detaylarını getirme ve ihale duyurularını Markdown formatında alma işlemleri, Model Context Protocol (MCP) destekleyen LLM (Büyük Dil Modeli) uygulamaları (örneğin Claude Deskto。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:saidsurucu/ihale-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 Turkish Government Tenders language:Python stars:95 open source github developer tool README: İhale MCP: Türkiye Kamu İhaleleri için MCP Sunucusu Bu proje, Türkiye'deki kamu ihalelerine (ekap.kik.gov.tr) erişimi kolaylaştıran bir FastMCP sunucusu oluşturur. Bu sayede, EKAP v2 portalından ihale arama, ihale detaylarını getirme ve ihale duyurularını Markdown formatında alma işlemleri, Model Context Protocol (MCP) destekleyen LLM (Büyük Dil Modeli) uygulamaları (örneğin Claude Deskto。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。
İhale MCP: Türkiye Kamu İhaleleri için MCP Sunucusu Bu proje, Türkiye'deki kamu ihalelerine (ekap.kik.gov.tr) erişimi kolaylaştıran bir FastMCP sunucusu oluşturur. Bu sayede, EKAP v2 portalından ihale arama, ihale detaylarını getirme ve ihale duyurularını Markdown formatında alma işlemleri, Model Context Protocol (MCP) destekleyen LLM (Büyük Dil Modeli) uygulamaları (örneğin Claude Desktop veya 5ire) ve diğer istemciler tarafından araç (tool) olarak kullanılabilir hale gelir. 🚀 5 Dakikada Başla (Remote MCP) ✅ Kurulum Gerektirmez! Hemen Kullan! 🔗 Remote MCP Adresi: https://ihalemcp.fastmcp.app/mcp Claude Desktop ile Kullanım Claude Desktop'ı açın Settings → Connectors → Add Custom Connector…
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