Agent skill

MCP Manager

by aAAaqwq in aAAaqwq/AGI-Super-Team

MCP 服务器智能管理助手。自动检测 MCP 可用性、智能开关、功能问答,提供人性化的 MCP 管理体验. An agent skill from aAAaqwq/AGI-Super-Team.

MITAuto-check passedAgent Workflows

Install MCP Manager

skills CLI
$ npx skills add aAAaqwq/AGI-Super-Team --skill mcp-manager -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install aAAaqwq/AGI-Super-Team mcp-manager --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/aAAaqwq/AGI-Super-Team.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/mcp-manager .claude/skills/mcp-manager && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
mcp-manager
GitHub stars
105
Used in
1 other repo
Token cost
~1.3k tokens
SKILL.md length
287 words
Files
5 (incl. scripts)
Skills in repo
167
Repo updated
First seen
Licence
MIT

At a glance

MCP 服务器智能管理助手。自动检测 MCP 可用性、智能开关、功能问答,提供人性化的 MCP 管理体验. An agent skill from aAAaqwq/AGI-Super-Team.

  • Works in 8 steps: 自动健康检测 → 智能开关管理 → 人性化功能问答 → …
  • Tasks that involve MCP servers
  • SKILL.md covers 功能特性, 使用方法, MCP 功能库 and 智能建议系统, plus 3 more sections
  • Runs Python scripts from its folder

What it does

MCP Manager is an agent skill from aAAaqwq/AGI-Super-Team. MCP 服务器智能管理助手。自动检测 MCP 可用性、智能开关、功能问答,提供人性化的 MCP 管理体验。

Its SKILL.md is about 1.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including scripts (for example `README.md`, `scripts/health_check.py` and `scripts/mcp_manager.py`).

It sits in Agent Workflows, covering MCP servers. It works with Model Context Protocol and Chrome DevTools. The repository describes itself as: An installable, cross-framework AI organization: C-suite agents, expert subagents, curated skills, independent review, and one-command setup across 18 AI client/runtime adapters. The licence is MIT.

When your agent uses it

  • Tasks that involve MCP servers

Example prompts

  • “/mcp-manager”

Requirements

  • Python 3

Workflow steps

8 steps, taken from the step headings in SKILL.md.

  1. 自动健康检测
  2. 智能开关管理
  3. 人性化功能问答
  4. 按需启用
  5. 定期优化
  6. 监控健康
  7. 功能先行
  8. 保留必需

What it can do on your machine

Read from SKILL.md and the folder at commit 331ecd3. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships 2 files in scripts/ (Python), which the agent can run.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

MCP Manager loads about 1.3k tokens when it runs. Until then it costs about 16 tokens; SKILL.md has 287 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~16
When it runs · the whole SKILL.md, loaded when a task matches
~1.3k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

The full file from aAAaqwq/AGI-Super-Team at commit 331ecd3, republished under its MIT licence (© aAAaqwq). 287 words, ~1,332 tokens.

Download SKILL.mdSave it as .claude/skills/mcp-manager/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.
name
mcp-manager
description
MCP 服务器智能管理助手。自动检测 MCP 可用性、智能开关、功能问答,提供人性化的 MCP 管理体验。
author
Daniel Li

MCP 管理助手

  • Author: Daniel Li
  • Copyright © Daniel Li. All rights reserved.

智能管理 MCP (Model Context Protocol) 服务器,提供自动检测、智能开关和功能问答。

功能特性

1. 自动健康检测
  • 定期测试所有 MCP 服务器可用性
  • 检测连接状态、响应时间、功能可用性
  • 不可用时触发自动提醒
2. 智能开关管理
  • 根据使用频率自动关闭闲置 MCP
  • 需要时自动启动对应 MCP
  • 保存开关历史,支持手动控制
3. 人性化功能问答
  • 自然语言询问 MCP 功能
  • 告诉你每个 MCP 能做什么、不能做什么
  • 推荐最适合的 MCP 组合

使用方法

健康检测
bash
# 检查所有 MCP 状态
mcp health check

# 检查特定 MCP
mcp health check github

# 持续监控(每分钟检查一次)
mcp health monitor
开关管理
bash
# 列出所有 MCP 及状态
mcp list

# 启用 MCP
mcp enable github

# 禁用 MCP
mcp disable chrome-devtools

# 自动优化(关闭闲置 MCP)
mcp optimize

# 查看使用统计
mcp stats
功能问答
# 自然语言询问
"GitHub MCP 能做什么?"
"哪个 MCP 可以处理浏览器操作?"
"帮我总结一下所有 MCP 的功能"
"Chrome DevTools MCP 的局限性是什么?"

MCP 功能库

chrome-devtools

能做什么:

  • 🌐 自动化浏览器操作(点击、输入、导航)
  • 📸 截图和快照
  • 🔍 网络请求监控
  • 🐛 控制台日志查看
  • ⚡ 性能分析

不能做什么:

  • ❌ 需要 API key 的外部服务调用
  • ❌ 代码执行(仅 JavaScript 评估)
  • ❌ 文件系统访问

适用场景: 网页测试、数据抓取、UI 自动化


github

能做什么:

  • 📂 搜索仓库和代码
  • 🔍 查看 Issue 和 PR
  • 📊 获取仓库统计信息
  • 🌿 分支和标签管理
  • 👥 用户和仓库信息查询

不能做什么:

  • ❌ 修改代码(只读操作)
  • ❌ 创建/删除仓库
  • ❌ 管理 Issues(需要额外权限)

适用场景: 代码搜索、仓库分析、协作信息查询


context7

能做什么:

  • 🧠 长期记忆存储
  • 💾 保存和检索上下文
  • 🔗 跨会话信息共享
  • 📚 知识库管理

不能做什么:

  • ❌ 实时数据处理
  • ❌ 复杂数值计算
  • ❌ 图像/视频处理

适用场景: 长期记忆、上下文保持、知识管理


filesystem

能做什么:

  • 📁 读取和写入文件
  • 🔍 搜索文件内容
  • 📋 列出目录结构
  • 📝 创建和删除文件

不能做什么:

  • ❌ 执行系统命令
  • ❌ 访问受限目录
  • ❌ 修改系统配置

适用场景: 文件操作、代码生成、文档处理


browser

能做什么:

  • 🌐 导航到网页
  • 📸 页面截图
  • 🔍 查看页面内容
  • 🖱️ 基本点击操作

不能做什么:

  • ❌ 复杂表单填写
  • ❌ 多标签页管理
  • ❌ JavaScript 执行

适用场景: 简单网页访问、内容抓取


智能建议系统

场景:网页自动化

推荐 MCP: chrome-devtools

bash
# 自动启用
mcp enable chrome-devtools

# 其他关闭以节省资源
mcp disable context7
场景:代码搜索和分析

推荐 MCP: github

bash
mcp enable github
mcp disable chrome-devtools
场景:长期记忆

推荐 MCP: context7

bash
mcp enable context7
场景:文件操作

推荐 MCP: filesystem

bash
mcp enable filesystem

健康检测机制

检测指标
  • 连接状态:MCP 进程是否运行
  • 响应时间:调用响应延迟
  • 功能测试:执行简单操作测试
  • 错误率:近期失败次数
检测频率
  • 实时检测:每次使用前检查
  • 定期检测:每小时一次
  • 深度检测:每天一次(完整功能测试)
失败提醒

检测到 MCP 不可用时:

⚠️ MCP Alert: github

状态: 不可用
错误: Connection timeout
建议: 1. 检查网络连接 2. 验证 API token 3. 重启 MCP

[自动禁用] github 已自动禁用

自动优化策略

闲置检测
  • 30分钟未使用 → 标记为候选关闭
  • 1小时未使用 → 自动关闭(除非手动启用)
  • 持续使用 → 保持启用
资源占用优先级

高优先级(始终保持启用):

  • filesystem(文件操作)
  • 当前项目必需的 MCP

低优先级(可自动关闭):

  • chrome-devtools(资源占用高)
  • context7(可选功能)
智能预测

根据用户历史行为预测需求:

用户经常:上午代码搜索 + 下午网页自动化

预测:
- 09:00-12:00: 启用 github
- 14:00-18:00: 启用 chrome-devtools
- 其他时间: 两者都关闭

使用示例

示例 1:自动健康监控
bash
# 启动监控服务
mcp health monitor

# 输出示例:
🔍 MCP Health Monitor
━━━━━━━━━━━━━━━━━━━━━━━━━━━

✅ chrome-devtools: OK (45ms)
✅ github: OK (120ms)
✅ context7: OK (89ms)

[Last check: 2026-01-31 17:50:00]
[Next check: 2026-01-31 17:51:00]
示例 2:功能问答
用户: "chrome-devtools 能做什么?"

助手: 🎯 Chrome DevTools MCP 功能概览

✅ 强项:
  • 网页自动化 - 点击、输入、导航
  • 截图和快照 - 可视化页面状态
  • 网络监控 - 查看请求和响应
  • 性能分析 - 页面加载性能

⚠️ 局限:
  • 需要 Chrome 浏览器运行
  • 无法访问受限网站
  • JavaScript 评估受限

💡 适用场景:
  • 网页测试自动化
  • 数据抓取
  • UI 交互测试

需要我帮你启用它吗?
示例 3:智能优化
bash
mcp optimize

# 输出:
📊 MCP 使用分析
━━━━━━━━━━━━━━━━━━━━━━━━━━━

活跃 MCP (3个):
  • github - 使用: 15次/小时 ✅ 保持启用
  • filesystem - 使用: 8次/小时 ✅ 保持启用
  • chrome-devtools - 使用: 0次 (闲置30分钟)

闲置 MCP (2个):
  • context7 - 未使用2小时
  • browser - 未使用4小时

🔧 优化建议:
  关闭 chrome-devtools (节省 ~200MB 内存)
  关闭 context7 (节省 ~50MB 内存)

[应用优化] y/N? y
✅ 已优化,节省 ~250MB 内存

配置文件

~/.mcp-manager/config.json
json
{
  "healthCheck": {
    "interval": 3600,
    "timeout": 10,
    "retryCount": 3
  },
  "autoOptimize": {
    "enabled": true,
    "idleTimeout": 3600,
    "saveHistory": true
  },
  "notifications": {
    "enabled": true,
    "channels": ["whatsapp", "console"],
    "urgency": "high"
  },
  "preferences": {
    "alwaysKeep": ["filesystem"],
    "autoClose": ["chrome-devtools", "context7"]
  }
}

命令参考

命令说明
mcp list列出所有 MCP
mcp status [name]查看 MCP 状态
mcp enable <name>启用 MCP
mcp disable <name>禁用 MCP
mcp health check健康检查
mcp health monitor持续监控
mcp optimize自动优化
mcp stats使用统计
mcp help <name>MCP 功能说明

最佳实践

1. 按需启用

只在需要时启用资源密集型 MCP(如 chrome-devtools)

2. 定期优化

每天运行 mcp optimize 清理闲置 MCP

3. 监控健康

启动 mcp health monitor 持续监控

4. 功能先行

不确定需求时,先询问"哪个 MCP 能做 X?"

5. 保留必需

设置 alwaysKeep 配置,确保核心 MCP 始终可用


故障排查

MCP 无法启动
bash
# 查看详细日志
mcp status github --verbose

# 检查配置
cat ~/.claude.json | grep -A 10 github

# 测试连接
mcp health check github --debug
资源占用过高
bash
# 查看占用
mcp stats

# 优化
mcp optimize --aggressive

# 手动关闭
mcp disable chrome-devtools
频繁掉线
bash
# 检查健康检测
mcp health check --full

# 调整超时设置
# 编辑 config.json,增加 timeout 值

# 启用自动重连
mcp config set autoReconnect true

开发计划

v1.0 (当前)
  • ✅ 基础健康检测
  • ✅ 手动开关管理
  • ✅ 功能问答
v1.1 (计划中)
  • ⏳ 自动开关
  • ⏳ 智能预测
  • ⏳ 使用统计
v2.0 (未来)
  • ⏳ MCP 性能优化建议
  • ⏳ 自动依赖解决
  • ⏳ MCP 更新管理

贡献

欢迎提交 Issue 和 PR!


让 MCP 管理变得简单智能 🚀

© aAAaqwq, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 4 other files (scripts) in skills/mcp-manager of aAAaqwq/AGI-Super-Team.

  • SKILL.md
  • README.md
  • mcp
  • scripts/health_check.py
  • scripts/mcp_manager.py

Open the folder on GitHubat commit 331ecd3

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in aAAaqwq/AGI-Super-Team, which our catalogue first saw on October 7, 2026.

Compare with similar skills

MCP Manager next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

MCP Manager compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
MCP Manager this skillaAAaqwq/AGI-Super-Team1051 repos~1.3kAutomated safety check: PassMIT
Mirroir Onboardjfarcand/mirroir-mcp246—~4.4kAutomated safety check: NotesApache-2.0
Browser Testing With Devtoolsshashankswe2020-ux/whoop-mcp165—~3kAutomated safety check: WarnMIT
Chrome Devtools MCPmanagedcode/dotnet-skills486—~2.2kAutomated safety check: PassMIT
Extension Puppeteer Debuggingmengxi-ream/read-frog10k—~2kAutomated safety check: NotesGPL-3.0
Flutter MCP Toolkit Maintain WebArenukvern/mcp_flutter386—~1.6kAutomated safety check: PassMIT

Similar skills

  • Mirroir Onboard

    jfarcand/mirroir-mcp

    Onboard a consumer web app to mirroir's .mirroir/ dotfile by EXPLORING the running app (chrome-devtools-mcp) — derive real selectors from the accessibility tree, exercise each surface's primary…

    246 GitHub stars~4.4k tokensUpdated 3 days ago
    Testing & QAAuto-check: notes
  • Browser Testing With Devtools

    shashankswe2020-ux/whoop-mcp

    Tests in real browsers. An agent skill from shashankswe2020-ux/whoop-mcp.

    165 GitHub stars~3k tokensUpdated today
    Testing & QAAuto-check: warnings
  • Chrome Devtools MCP

    managedcode/dotnet-skills

    Use Chrome DevTools MCP from .NET agents and .NET-focused repos to inspect, debug, and automate Chrome through an MCP client.

    486 GitHub stars~2.2k tokensUpdated today
    DevelopmentAuto-check passed
  • Extension Puppeteer Debugging

    mengxi-ream/read-frog

    Debug the built Read Frog extension in real Chrome. An agent skill from mengxi-ream/read-frog.

    10k GitHub stars~2k tokensUpdated today
    DevelopmentAuto-check: notes
  • Flutter MCP Toolkit Maintain Web

    Arenukvern/mcp_flutter

    Maintains showcase/fluttertestapp and intentcall web targets (Chrome, web codegen, WebMCP bootstrap, web-showcase, webmcp verify, Chrome DevTools MCP).

    386 GitHub stars~1.6k tokensUpdated 6 days ago
    MobileAuto-check passed
  • Use Chrome DevTools MCP through UXC over local stdio for page navigation, DOM/a11y snapshots, network inspection, console inspection, and performance tooling, with a live-browser autoConnect default…

    116 GitHub stars~1.1k tokensUpdated 24 days ago
    Testing & QAAuto-check passed

More from aAAaqwq/AGI-Super-Team

All 167 skills in this repo
  • Content Creator

    aAAaqwq/AGI-Super-Team

    Create SEO-optimized marketing content with consistent brand voice.

    105 GitHub starsUsed in 3 repos~1.9k tokens
    Auto-check passed
  • Financial Calculator

    aAAaqwq/AGI-Super-Team

    Advanced financial calculator with future value tables, present value, discount calculations, markup pricing, and compound interest.

    105 GitHub starsUsed in 1 repo~1.5k tokens
    Auto-check passed
  • Bankr Signals

    aAAaqwq/AGI-Super-Team

    Transaction-verified trading signals on Base blockchain. An agent skill from aAAaqwq/AGI-Super-Team.

    105 GitHub starsUsed in 2 repos~3.3k tokens
    Auto-check passed
  • Erc 8004

    aAAaqwq/AGI-Super-Team

    Register AI agents on Ethereum mainnet using ERC-8004 (Trustless Agents).

    105 GitHub starsUsed in 2 repos~1.2k tokens
    Auto-check passed
  • Frontend Design Ultimate

    aAAaqwq/AGI-Super-Team

    Create distinctive, production-grade static sites with React, Tailwind CSS, and shadcn/ui — no mockups needed.

    105 GitHub starsUsed in 2 repos~2.7k tokens
    Auto-check passed
  • Zsxq Smart Publish

    aAAaqwq/AGI-Super-Team

    Publish and manage content on 知识星球 (zsxq.com). An agent skill from aAAaqwq/AGI-Super-Team.

    105 GitHub stars~1.5k tokensUpdated today
    Auto-check passed

Categories

Questions about MCP Manager

What does MCP Manager do?

MCP 服务器智能管理助手。自动检测 MCP 可用性、智能开关、功能问答,提供人性化的 MCP 管理体验. An agent skill from aAAaqwq/AGI-Super-Team. MCP Manager is an agent skill from aAAaqwq/AGI-Super-Team.

When should I use MCP Manager?

MCP Manager fits situations like: tasks that involve MCP servers.

How do I install MCP Manager in Claude Code?

Run `npx skills add aAAaqwq/AGI-Super-Team --skill mcp-manager -a claude-code`. Or copy the skill folder (skills/mcp-manager in aAAaqwq/AGI-Super-Team) into .claude/skills/mcp-manager in your project. Claude Code loads it when a task matches its description.

How do I install MCP Manager in Codex?

Run `npx skills add aAAaqwq/AGI-Super-Team --skill mcp-manager -a codex`. Or copy the skill folder (skills/mcp-manager in aAAaqwq/AGI-Super-Team) into .agents/skills/mcp-manager in your project. Codex loads it when a task matches its description.

Can I use MCP Manager in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add aAAaqwq/AGI-Super-Team --skill mcp-manager -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/mcp-manager, .gemini/skills/mcp-manager, .github/skills/mcp-manager and .opencode/skills/mcp-manager in your project.

What does MCP Manager need to run?

Going by SKILL.md and its folder, MCP Manager needs Python for the scripts in its folder. Our summary lists: Python 3.

Does MCP Manager access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is MCP Manager safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does MCP Manager use?

MCP Manager is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does MCP Manager use?

About 1.3k tokens (SKILL.md is roughly 5.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to MCP Manager?

Skills that share tags, products or a category with MCP Manager: Mirroir Onboard (jfarcand/mirroir-mcp, 246 stars), Browser Testing With Devtools (shashankswe2020-ux/whoop-mcp, 165 stars), Chrome Devtools MCP (managedcode/dotnet-skills, 486 stars) and Extension Puppeteer Debugging (mengxi-ream/read-frog, 10k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains MCP Manager?

aAAaqwq (a GitHub user) maintains it in aAAaqwq/AGI-Super-Team, which has 105 GitHub stars. The repository holds 167 skills in this directory. The repository was last updated on October 8, 2026.

Source: aAAaqwq/AGI-Super-Team on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.