AI SKILLS / MCP · 发现与评测
让每一种
AI 能力，都看得清。
它需要哪些权限？会调用什么服务？有哪些风险值得先检查？从公开证据、流程图和改进建议开始，做出自己的选择。
公开报告无需注册 · 历史评测不等于安全认证
真实报告 · 无需注册
报告节选skills
v3.16.0 ·
报告结论：具备基础能力，但文档或工程质量仍需完善
建议先做：修复 skills/.curated/figma-use/SKILL.md：description 未清楚说明何时使用该 Skill
流程图 · 关系节选
- 确认框架与模型新应用或重构读栈选型参考
- 读栈选型参考下一步读程序与管道参考
取自本报告的 5 个节点、4 条关系；完整图与依据见报告。
历史报告仅反映生成时的公开证据，不是安全认证或安装推荐。
AI Skills
MCP Servers
Agent Packs
GitHub MCP vs Playwright MCP：Claude Code 先接哪个？
按 PR 阅读与浏览器验收两类任务比较 GitHub MCP Server 和 Playwright MCP 的权限、验证方式与风险边界，并查看两份真实公开评测报告。
从你的任务开始
不必先理解工具分类，直接按工作场景找到合适的能力。
正在升温的 AI 能力
综合增长、下载与活跃度计算，不只是总 Star 数。
dbx
25 MB lightweight cross-platform database client for 100+ databases, including MySQL, PostgreSQL, SQLite, Redis, MongoDB, DuckDB, SQL Server, and Dameng. Built-in AI, MCP Server, CLI, desktop and Docker. | 轻量级跨平台数据库管理工具，支持 MySQL、PostgreSQL、SQLite、Redis、MongoDB、达梦等 100+ 数据库，提供桌面端、Docker、CLI、内置 AI 助手和 MCP。
archify
Agent skill for beautiful, verifiable architecture, workflow, sequence, data-flow, and lifecycle diagrams—self-contained HTML with motion and crisp export.
Windows-MCP
MCP Server for Computer Use in Windows
ECC
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
graphify
Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.
reverse-skill
Reverse Engineering / Authorized Penetration Testing / Security Research Skill Router Pack AI-powered routing + On-demand toolchain bootstrapping + Self-evolving knowledge base Supports Claude Code, Kiro, Cursor, Cline, and other AI coding clients 逆向/渗透/安全技能路由包 - AI 自动路由 + 按需自举工具链 + 自动进化经验库 | 支持 Claude Code / Kiro / Cursor / Cline 等代码 AI 客户端
真实 Skill 评测案例
无需登录即可阅读已有报告；证据来源、扫描范围与是否使用 AI 复核，以各报告记录为准。
skills
Skills Catalog for Codex
planning-with-files
Persistent file-based planning for AI coding agents and long-running tasks. Crash-proof markdown plans, session recovery after /clear and compaction, per-turn re-injection against context rot, deterministic completion gate. Manus-style. Install from npm, the Claude Code plugin marketplace, or npx skills. Codex, Cursor, OpenCode, 60+ agents.
notebooklm-py
Unofficial Python API and agentic skill for Google Gemini Notebook. Full programmatic access to NotebookLM's features—including capabilities the web UI doesn't expose—via Python, CLI, and AI agents like Claude Code, Codex, and OpenClaw.
gpt-image2-ppt-skills
Clone any .pptx into your own deck — OpenAI gpt-image-2 mimics the layout, you supply the content. 10 bundled styles. | 把任何 .pptx 模板"抄"成你的 PPT：gpt-image-2 仿版式、你换内容，另含 10 套精选风格。Claude Code / OpenClaw skill.
刚刚加入市场
发现社区近期发布的新能力，在它们流行之前先试一步。
-plugin-marketplace-add-anthropics-skills
社区收录的 AI 能力，打开查看完整信息、评分与使用说明。
-plugin-marketplace-add-anthropics-skills
社区收录的 AI 能力，打开查看完整信息、评分与使用说明。
Anthropic-Cybersecurity-Skills
817 structured cybersecurity skills for AI agents · Mapped to 6 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND, NIST AI RMF & MITRE F3 (Fight Fraud) · agentskills.io standard · Works with Claude Code, GitHub Copilot, Codex CLI, Cursor, Gemini CLI & 20+ platforms · 29 security domains · Apache 2.0
geo-score
Can AI engines cite your site, and do they? Free 0–100 readiness score on an open GEO rubric, plus citation tracking via the OpenAI, Perplexity, Gemini and Claude APIs with your own keys. Zero dependencies, MCP server.
onetake
Motion films that never cut to the next slide: every beat grows out of the one before, one continuous camera, continuity measured by an oracle. A Claude Agent Skill for product launch films and feature demos.
invisible_playwright_mcp
Playwright MCP server undetected by anti-bots and captchas: AI agent browses the web on anti-detect stealth Firefox, Python, undetected browser automation, scraping, computer use.
你的项目，也值得被更多人看见
提交 GitHub 仓库、npm 或 PyPI 包。系统会抓取元数据、扫描风险、生成五维评分，并自动进入市场索引。