Ai Mcp Security logo

Ai Mcp Security

OrganizationPopular
Netw0rkNoob
ai-mcp-security

AI与MCP安全评估 — Prompt注入、工具滥用、MCP信任边界、Agent权限逃逸、数据泄露、模型风险、GAARM风险矩阵

Overview

PublisherNetw0rkNoob
RepositoryVulnClaw
Skill nameai-mcp-security
Stars
3.4K
Forks
454
Bundled files
7
LicenseMIT
Links
Skill sourceRepositoryHomepage
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 7 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by Netw0rkNoob on GitHub. Read the source before you install it.

Installation

Install the Ai Mcp Security AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/Netw0rkNoob/VulnClaw.git /tmp/VulnClaw
mkdir -p .claude/skills
cp -r /tmp/VulnClaw/vulnclaw/skills/specialized/ai-mcp-security .claude/skills/ai-mcp-security
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Ai Mcp Security in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Ai Mcp Security on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Ai Mcp Security is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

AI 与 MCP 安全评估 Skill

当目标包含 LLM、Agent、MCP 工具、Skills、RAG、Memory、Plugin 或模型服务组件时使用本 Skill。

前置条件：如果 AI 表面只是展示层，真正的阻塞仍是客户端签名或加密协议，先回到 client-reverse Skill。

场景路由

风险类型首选参考
Prompt 注入 / 间接注入 / CoT 干扰references/ai-app-security.md
工具滥用 / MCP 投毒 / Skills 供应链references/04-ai-and-mcp-security-integrated.md MCP 章节
权限逃逸 / 角色越界 / 凭据滥用references/ai-identity-security.md
数据泄露 / Prompt 泄漏 / 模型逆推references/ai-data-security.md
容器逃逸 / CI-CD / 沙箱失败references/ai-baseline-security.md
模型风险 / 对抗样本 / 后门references/ai-model-security.md
影响分类与覆盖评估references/gaarm-risk-matrix.md

测试流程

1. 应用层攻击

  • 直接 Prompt 注入
  • 间接注入（通过外部数据源）
  • CoT 干扰与指令覆盖
  • Agent 滥用（未授权操作）
  • 代码执行突破
  • Memory 投毒

2. MCP 与 Agent 风险

  • 工具描述投毒
  • 指令覆盖
  • 隐藏指令注入
  • 未授权资源访问
  • Skills/Rules 供应链问题

3. 身份与授权

  • 动作滥用
  • 角色逃逸
  • 权限漂移
  • 云凭据滥用

4. 数据与隐私

  • Prompt 泄漏
  • 敏感数据暴露
  • 训练数据问题
  • 模型逆推
  • API 数据窃取

5. 基线与部署

  • CI/CD 缺陷
  • 容器逃逸
  • 向量数据库安全
  • 沙箱失效
  • 环境隔离缺陷
  • 模型服务缺陷

参考文档

  • references/04-ai-and-mcp-security-integrated.md — AI 与 MCP 安全整合参考
  • references/ai-app-security.md — AI 应用安全
  • references/ai-identity-security.md — AI 身份安全
  • references/ai-data-security.md — AI 数据安全
  • references/ai-baseline-security.md — AI 基线安全
  • references/ai-model-security.md — AI 模型安全
  • references/gaarm-risk-matrix.md — GAARM 风险矩阵

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Ai Mcp Security AI skill do?

AI与MCP安全评估 — Prompt注入、工具滥用、MCP信任边界、Agent权限逃逸、数据泄露、模型风险、GAARM风险矩阵

Why use Ai Mcp Security on TypingMind?

Because you install it once and use it with any model. Ai Mcp Security is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Ai Mcp Security in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/Netw0rkNoob/VulnClaw/tree/main/vulnclaw/skills/specialized/ai-mcp-security. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Ai Mcp Security?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Ai Mcp Security?

As many as you like. As long as a model supports skills, you can use Ai Mcp Security with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Ai Mcp Security AI skill free?

Yes. It is published on GitHub by Netw0rkNoob under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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