skill-cortex-server

一个第三方 MCP 服务器：让所有 IDE 获得 Claude Code Skills 的能力。

A third-party MCP server: Enable all IDEs to access Claude Code Skills capabilities.

• Skill Discovery & Indexing / 技能发现与索引: Automatically scan and index SKILL.md files from multiple sources / 自动扫描和索引来自多个来源的 SKILL.md 文件
• Flexible Configuration / 灵活配置: Support for custom skill roots and cache paths / 支持自定义技能根目录和缓存路径
• Tag Management / 标签管理: Built-in tag validation and management system / 内置标签验证和管理系统
• Skill Tree Navigation / 技能树导航: Hierarchical browsing of skills by category / 按类别分层浏览技能
• Search Functionality / 搜索功能: Full-text search across all indexed skills / 对所有索引技能进行全文搜索
• Skill Details / 技能详情: Detailed information retrieval for each skill / 每个技能的详细信息检索
• Enhanced Import Tools / 增强导入工具: Advanced import script with configuration files, progress tracking, and robust error handling / 具有配置文件、进度跟踪和健壮错误处理的高级导入脚本
• No Bundled Skills in Repo / 仓库不内置 Skills: This repository does not ship skills by default; put your skills under ~/.claude/skills or ./.skills / 本仓库默认不内置 skills，请将 skills 放到 ~/.claude/skills 或 ./.skills
• Context Compression / 上下文压缩: Token-friendly skill retrieval with section-based extraction (summary, instructions, examples, full) / 支持按 section 提取技能内容，节省 token 消耗

• Python 3.11 or higher / Python 3.11 或更高版本
• pip package manager / pip 包管理器

• MCP (Model Context Protocol): For server integration / 用于服务器集成
• Python Standard Library: File system operations and caching / 文件系统操作和缓存

skill_cortex_server/
├── skill_cortex/              # Main package / 主包
│   ├── __init__.py           # Package initialization / 包初始化
│   ├── server.py             # MCP server implementation / MCP 服务器实现
│   ├── models.py             # Data models / 数据模型
│   ├── config.py             # Configuration management / 配置管理
│   ├── scanner.py