📄 工具详情 ⚙️ 安装教程 📚 使用教程
能力标签
🔌 MCP🤖 Agent🔄 工作流🌐 翻译🐳 Docker💻 CLI🔗 REST API📚 RAG🧠 Claude
GitHub MCP 工具
🔌
MCP工具

GitHub MCP 工具

基于 Python · 让 AI 助手直接操作你的系统与工具
英文名：mcp
⭐ 9.0k Stars 🍴 1.5k Forks 💻 Python 📄 Apache-2.0 🏷 AI 8.5分
8.5AI 综合评分
AWSMCP协议Python服务器集成工具
⬇ 下载源码 ZIP ⚙️ 配置说明 📺 TG 频道
✦ AI Skill Hub 推荐

AI Skill Hub 强烈推荐：GitHub MCP 工具 是一款优质的MCP工具。已获得 9.0k 颗 GitHub Star，AI 综合评分 8.5 分，在同类工具中表现稳健。如果你正在寻找可靠的MCP工具解决方案，这是一个值得深入了解的选择。

📚 深度解析

GitHub MCP 工具 是一款基于 MCP（Model Context Protocol）标准协议的 AI 工具扩展。MCP 协议由 Anthropic 开发并开源，旨在建立 AI 模型与外部工具之间的标准化通信接口，目前已被 Claude Desktop、Claude Code、Cursor 等主流 AI 工具采纳。

通过安装 GitHub MCP 工具，你的 AI 助手将获得额外的工具调用能力，可以用自然语言直接操控该工具的功能，无需学习复杂的命令行语法。MCP 工具的核心价值在于"一次配置，永久增强"——配置完成后，每次与 AI 对话时都可以无缝调用这些工具。

在技术实现上，MCP 工具通过标准的 JSON-RPC 协议与 AI 客户端通信，工具的功能以"工具列表"的形式暴露给 AI 模型，AI 可以按需调用。GitHub MCP 工具 提供了结构化的工具调用接口，使 AI 模型能够精确地理解和使用每个功能点，显著降低 AI 在工具使用上的错误率。

与传统的 API 集成相比，MCP 工具的优势在于无需编写代码——用户只需在配置文件中添加几行 JSON，即可让 AI 获得全新能力。AI Skill Hub 将 GitHub MCP 工具 评为 AI 评分 8.5 分，属于同类工具中的优质选择。

📋 工具概览

GitHub MCP 工具 是一款遵循 MCP（Model Context Protocol）标准协议的 AI 工具扩展。通过 MCP 协议，它可以让 Claude、Cursor 等主流 AI 客户端直接访问和操作外部工具、数据源和服务，实现 AI 能力的无缝扩展。无论是文件操作、数据库查询还是 API 调用，都可以通过自然语言在 AI 对话中直接触发，极大提升生产效率。

GitHub Stars
⭐ 9.0k
开发语言
Python
支持平台
Windows / macOS / Linux
维护状态
持续维护，定期更新
开源协议
Apache-2.0
AI 综合评分
8.5 分
工具类型
MCP工具
Forks
1.5k

📖 中文文档

以下内容由 AI Skill Hub 根据项目信息自动整理，如需查看完整原始文档请访问底部「原始来源」。

GitHub MCP 工具 是一款遵循 MCP（Model Context Protocol）标准协议的 AI 工具扩展。通过 MCP 协议，它可以让 Claude、Cursor 等主流 AI 客户端直接访问和操作外部工具、数据源和服务，实现 AI 能力的无缝扩展。无论是文件操作、数据库查询还是 API 调用，都可以通过自然语言在 AI 对话中直接触发，极大提升生产效率。

📌 核心特色
  • 通过标准 MCP 协议与 Claude、Cursor 等主流 AI 客户端深度集成
  • 提供结构化工具调用接口，显著降低 AI 集成复杂度
  • 支持 Claude Desktop 和 Claude Code 无缝接入，开箱即用
  • 可与其他 MCP 工具组合叠加，构建完整 AI 工作站
  • 轻量无侵入设计，不影响现有系统架构
🎯 主要使用场景
  • 在 Claude Desktop 对话中直接调用本地工具，实现 AI 与系统的深度联动
  • 通过自然语言驱动复杂的多步骤自动化任务，代替繁琐手动操作
  • 将多个 MCP 工具组合使用，构建个人专属 AI 工作站
以下安装命令基于项目开发语言和类型自动生成，实际以官方 README 为准。
安装命令
# 方式一：通过 Claude Code CLI 一键安装
claude skill install https://github.com/awslabs/mcp

# 方式二：手动配置 claude_desktop_config.json
{
  "mcpServers": {
    "github-mcp---": {
      "command": "npx",
      "args": ["-y", "mcp"]
    }
  }
}

# 配置文件位置
# macOS: ~/Library/Application Support/Claude/claude_desktop_config.json
# Windows: %APPDATA%/Claude/claude_desktop_config.json
📋 安装步骤说明
  1. 确认已安装 Node.js（v18 或以上版本）
  2. 打开 Claude Desktop 或 Claude Code 的 MCP 配置文件
  3. 按「交给 Agent 安装 → Claude Desktop」标签中的 JSON 配置填入 mcpServers 字段
  4. 保存配置文件并重启 Claude 客户端
  5. 重启后，在对话中即可使用本工具
以下用法示例由 AI Skill Hub 整理，涵盖最常见的使用场景。
常用命令 / 代码示例
# 安装后在 Claude 对话中直接使用
# 示例：
用户: 请帮我用 GitHub MCP 工具 执行以下任务...
Claude: [自动调用 GitHub MCP 工具 MCP 工具处理请求]

# 查看可用工具列表
# 在 Claude 中输入："列出所有可用的 MCP 工具"
以下配置示例基于典型使用场景生成，具体参数请参照官方文档调整。
配置示例
// claude_desktop_config.json 配置示例
{
  "mcpServers": {
    "github_mcp___": {
      "command": "npx",
      "args": ["-y", "mcp"],
      "env": {
        // "API_KEY": "your-api-key-here"
      }
    }
  }
}

// 保存后重启 Claude Desktop 生效
📑 README 深度解析 真实文档 完整度 20/100 查看 GitHub 原文 →
以下内容由系统直接从 GitHub README 解析整理，保留代码块、表格与列表结构。

Open source MCP servers for AWS

A suite of specialized MCP servers that help you get the most out of AWS, wherever you use MCP.

GitHub License Codecov OSSF-Scorecard Score

[!TIP] The Agent Toolkit for AWS is now live! The Agent Toolkit for AWS is the successor to the MCP servers, plugins, and skills available on AWS Labs, and was informed by feedback from customers like you. If you're building production software using coding agents or building agents for your own customers, we recommend Agent Toolkit for AWS. It includes IAM condition keys to distinguish agent actions from human ones, CloudWatch and CloudTrail visibility, and skills that have been evaluated for accuracy and effectiveness. This repo continues to work and accept contributions. Over time, the most useful projects here will move into Agent Toolkit for AWS.

Available MCP Servers: Quick Installation

Get started quickly with one-click installation buttons for popular MCP clients. Click the buttons below to install servers directly in Cursor or VS Code:

🚀 Getting Started with AWS

For AWS interactions, we recommend starting with:

Server NameDescriptionInstall
[AWS MCP Server (in preview)](https://docs.aws.amazon.com/aws-mcp/latest/userguide/what-is-mcp-server.html)Start here for secure, auditable AWS interactions! This remote, managed MCP server is hosted by AWS and combines comprehensive AWS API support with access to the latest AWS documentation, API references, What's New posts, and Getting Started information. Features pre-built Agent SOPs that follow AWS best practices, helping agents complete complex multi-step AWS tasks reliably. Built with safety and control in mind: syntactically validated API calls, IAM-based permissions with zero credential exposure, and complete CloudTrail audit logging. Access all AWS services for managing infrastructure, exploring resources, and executing AWS operations with full transparency and traceability. [Read more](https://docs.aws.amazon.com/aws-mcp/latest/userguide/what-is-mcp-server.html)[![Install](https://img.shields.io/badge/Install-Kiro-9046FF?style=flat-square&logo=kiro)](https://kiro.dev/launch/mcp/add?name=aws-mcp&config=%7B%22command%22%3A%22uvx%22%2C%22args%22%3A%5B%22mcp-proxy-for-aws%40latest%22%2C%22https%3A//aws-mcp.us-east-1.api.aws/mcp%22%5D%7D) <br/>[![Install](https://img.shields.io/badge/Install-Cursor-blue?style=flat-square&logo=cursor)](https://cursor.com/en-US/install-mcp?name=aws-mcp&config=eyJjb21tYW5kIjoidXZ4IG1jcC1wcm94eS1mb3ItYXdzQGxhdGVzdCBodHRwczovL2F3cy1tY3AudXMtZWFzdC0xLmFwaS5hd3MvbWNwIn0%3D) <br/>[![Install on VS Code](https://img.shields.io/badge/Install-VS_Code-FF9900?style=flat-square&logo=visualstudiocode&logoColor=white)](<https://insiders.vscode.dev/redirect/mcp/install?name=AWS%20MCP%20Server&config=%7B%22command%22%3A%22uvx%22%2C%22args%22%3A%5B%22mcp-proxy-for-aws%40latest%22%2C%22https%3A%2F%2Faws-mcp.us-east-1.api.aws%2Fmcp%22%5D%7D>)

Browse by What You're Building

📚 Real-time access to official AWS documentation

Server NameDescriptionInstall
[AWS Knowledge MCP Server](src/aws-knowledge-mcp-server)A remote, fully-managed MCP server hosted by AWS that provides access to the latest AWS docs, API references, What's New Posts, Getting Started information, Builder Center, Blog posts, Architectural references, and Well-Architected guidance.[![Install](https://img.shields.io/badge/Install-Kiro-9046FF?style=flat-square&logo=kiro)](https://kiro.dev/launch/mcp/add?name=aws-knowledge-mcp&config=%7B%22url%22%3A%22https%3A//knowledge-mcp.global.api.aws%22%7D) <br/>[![Install](https://img.shields.io/badge/Install-Cursor-blue?style=flat-square&logo=cursor)](https://cursor.com/en/install-mcp?name=aws-knowledge-mcp&config=eyJ1cmwiOiJodHRwczovL2tub3dsZWRnZS1tY3AuZ2xvYmFsLmFwaS5hd3MifQ==) <br/>[![Install on VS Code](https://img.shields.io/badge/Install-VS_Code-FF9900?style=flat-square&logo=visualstudiocode&logoColor=white)](https://vscode.dev/redirect/mcp/install?name=aws-knowledge-mcp&config=%7B%22type%22%3A%22http%22%2C%22url%22%3A%22https%3A%2F%2Fknowledge-mcp.global.api.aws%22%7D)
[AWS Documentation MCP Server](src/aws-documentation-mcp-server)Get latest AWS docs and API references[![Install](https://img.shields.io/badge/Install-Kiro-9046FF?style=flat-square&logo=kiro)](https://kiro.dev/launch/mcp/add?name=awslabs.aws-documentation-mcp-server&config=%7B%22command%22%3A%22uvx%22%2C%22args%22%3A%5B%22awslabs.aws-documentation-mcp-server%40latest%22%5D%2C%22env%22%3A%7B%22FASTMCP_LOG_LEVEL%22%3A%22ERROR%22%2C%22AWS_DOCUMENTATION_PARTITION%22%3A%22aws%22%7D%7D) <br/>[![Install](https://img.shields.io/badge/Install-Cursor-blue?style=flat-square&logo=cursor)](https://cursor.com/en/install-mcp?name=awslabs.aws-documentation-mcp-server&config=eyJjb21tYW5kIjoidXZ4IGF3c2xhYnMuYXdzLWRvY3VtZW50YXRpb24tbWNwLXNlcnZlckBsYXRlc3QiLCJlbnYiOnsiRkFTVE1DUF9MT0dfTEVWRUwiOiJFUlJPUiIsIkFXU19ET0NVTUVOVEFUSU9OX1BBUlRJVElPTiI6ImF3cyJ9LCJkaXNhYmxlZCI6ZmFsc2UsImF1dG9BcHByb3ZlIjpbXX0%3D) <br/>[![Install on VS Code](https://img.shields.io/badge/Install-VS_Code-FF9900?style=flat-square&logo=visualstudiocode&logoColor=white)](https://insiders.vscode.dev/redirect/mcp/install?name=AWS%20Documentation%20MCP%20Server&config=%7B%22command%22%3A%22uvx%22%2C%22args%22%3A%5B%22awslabs.aws-documentation-mcp-server%40latest%22%5D%2C%22env%22%3A%7B%22FASTMCP_LOG_LEVEL%22%3A%22ERROR%22%2C%22AWS_DOCUMENTATION_PARTITION%22%3A%22aws%22%7D%2C%22disabled%22%3Afalse%2C%22autoApprove%22%3A%5B%5D%7D)

🏗️ Infrastructure & Deployment

Build, deploy, and manage cloud infrastructure with Infrastructure as Code best practices.

Server NameDescriptionInstall
[AWS IaC MCP Server](src/aws-iac-mcp-server)Complete Infrastructure as Code toolkit with CloudFormation documentation access, CDK best practices guidance, construct examples, security validation, and deployment troubleshooting[![Install](https://img.shields.io/badge/Install-Kiro-9046FF?style=flat-square&logo=kiro)](https://kiro.dev/launch/mcp/add?name=awslabs.aws-iac-mcp-server&config=%7B%22command%22%3A%22uvx%22%2C%22args%22%3A%5B%22awslabs.aws-iac-mcp-server%40latest%22%5D%2C%22env%22%3A%7B%22AWS_PROFILE%22%3A%22your-aws-profile%22%2C%22FASTMCP_LOG_LEVEL%22%3A%22ERROR%22%7D%7D) <br/>[![Install](https://img.shields.io/badge/Install-Cursor-blue?style=flat-square&logo=cursor)](https://cursor.com/en/install-mcp?name=awslabs.aws-iac-mcp-server&config=eyJjb21tYW5kIjoidXZ4IGF3c2xhYnMuYXdzLWlhYy1tY3Atc2VydmVyQGxhdGVzdCIsImVudiI6eyJBV1NfUFJPRklMRSI6InlvdXItYXdzLXByb2ZpbGUiLCJGQVNUTUNQX0xPR19MRVZFTCI6IkVSUk9SIn0sImRpc2FibGVkIjpmYWxzZSwiYXV0b0FwcHJvdmUiOltdfQ==IiwiZW52Ijp7IkFXU19QUk9GSUxFIjoieW91ci1hd3MtcHJvZmlsZSIsIkZBU1RNQ1BfTE9HX0xFVkVMIjoiRVJST1IifSwiZGlzYWJsZWQiOmZhbHNlLCJhdXRvQXBwcm92ZSI6W119) <br/>[![Install on VS Code](https://img.shields.io/badge/Install-VS_Code-FF9900?style=flat-square&logo=visualstudiocode&logoColor=white)](https://insiders.vscode.dev/redirect/mcp/install?name=AWS%20IaC%20MCP%20Server&config=%7B%22command%22%3A%22uvx%22%2C%22args%22%3A%5B%22awslabs.aws-iac-mcp-server%40latest%22%5D%2C%22env%22%3A%7B%22AWS_PROFILE%22%3A%22your-aws-profile%22%2C%22FASTMCP_LOG_LEVEL%22%3A%22ERROR%22%7D%2C%22disabled%22%3Afalse%2C%22autoApprove%22%3A%5B%5D%7D)
[AWS Cloud Control API MCP Server](src/ccapi-mcp-server) ⚠️ **DEPRECATED**Direct AWS resource management with security scanning and best practices (Use [AWS IaC MCP Server](src/aws-iac-mcp-server) instead)[![Install](https://img.shields.io/badge/Install-Kiro-9046FF?style=flat-square&logo=kiro)](https://kiro.dev/launch/mcp/add?name=awslabs.ccapi-mcp-server&config=%7B%22command%22%3A%22uvx%22%2C%22args%22%3A%5B%22awslabs.ccapi-mcp-server%40latest%22%5D%2C%22env%22%3A%7B%22AWS_PROFILE%22%3A%22your-aws-profile%22%2C%22AWS_REGION%22%3A%22us-east-1%22%2C%22FASTMCP_LOG_LEVEL%22%3A%22ERROR%22%7D%7D) <br/>[![Install](https://img.shields.io/badge/Install-Cursor-blue?style=flat-square&logo=cursor)](https://cursor.com/en/install-mcp?name=awslabs.ccapi-mcp-server&config=eyJjb21tYW5kIjoidXZ4IGF3c2xhYnMuY2NhcGktbWNwLXNlcnZlckBsYXRlc3QiLCJlbnYiOnsiQVdTX1BST0ZJTEUiOiJ5b3VyLWF3cy1wcm9maWxlIiwiQVdTX1JFR0lPTiI6InVzLWVhc3QtMSIsIkZBU1RNQ1BfTE9HX0xFVkVMIjoiRVJST1IifSwiZGlzYWJsZWQiOmZhbHNlLCJhdXRvQXBwcm92ZSI6W119) <br/>[![Install on VS Code](https://img.shields.io/badge/Install-VS_Code-FF9900?style=flat-square&logo=visualstudiocode&logoColor=white)](https://insiders.vscode.dev/redirect/mcp/install?name=AWS%20Cloud%20Control%20API%20MCP%20Server&config=%7B%22command%22%3A%22uvx%22%2C%22args%22%3A%5B%22awslabs.ccapi-mcp-server%40latest%22%5D%2C%22env%22%3A%7B%22AWS_PROFILE%22%3A%22your-aws-profile%22%2C%22AWS_REGION%22%3A%22us-east-1%22%2C%22FASTMCP_LOG_LEVEL%22%3A%22ERROR%22%7D%2C%22disabled%22%3Afalse%2C%22autoApprove%22%3A%5B%5D%7D)

Container Platforms

Server NameDescriptionInstall
[Amazon EKS MCP Server](src/eks-mcp-server)Kubernetes cluster management and application deployment[![Install](https://img.shields.io/badge/Install-Kiro-9046FF?style=flat-square&logo=kiro)](https://kiro.dev/launch/mcp/add?name=awslabs.eks-mcp-server&config=%7B%22command%22%3A%22uvx%22%2C%22args%22%3A%5B%22awslabs.eks-mcp-server%40latest%22%2C%22--allow-write%22%2C%22--allow-sensitive-data-access%22%5D%2C%22env%22%3A%7B%22FASTMCP_LOG_LEVEL%22%3A%22ERROR%22%7D%7D) <br/>[![Install](https://img.shields.io/badge/Install-Cursor-blue?style=flat-square&logo=cursor)](https://cursor.com/en/install-mcp?name=awslabs.eks-mcp-server&config=eyJhdXRvQXBwcm92ZSI6W10sImRpc2FibGVkIjpmYWxzZSwiY29tbWFuZCI6InV2eCBhd3NsYWJzLmVrcy1tY3Atc2VydmVyQGxhdGVzdCAtLWFsbG93LXdyaXRlIC0tYWxsb3ctc2Vuc2l0aXZlLWRhdGEtYWNjZXNzIiwiZW52Ijp7IkZBU1RNQ1BfTE9HX0xFVkVMIjoiRVJST1IifSwidHJhbnNwb3J0VHlwZSI6InN0ZGlvIn0%3D) <br/>[![Install on VS Code](https://img.shields.io/badge/Install-VS_Code-FF9900?style=flat-square&logo=visualstudiocode&logoColor=white)](https://insiders.vscode.dev/redirect/mcp/install?name=EKS%20MCP%20Server&config=%7B%22autoApprove%22%3A%5B%5D%2C%22disabled%22%3Afalse%2C%22command%22%3A%22uvx%22%2C%22args%22%3A%5B%22awslabs.eks-mcp-server%40latest%22%2C%22--allow-write%22%2C%22--allow-sensitive-data-access%22%5D%2C%22env%22%3A%7B%22FASTMCP_LOG_LEVEL%22%3A%22ERROR%22%7D%2C%22transportType%22%3A%22stdio%22%7D)
[Amazon ECS MCP Server](src/ecs-mcp-server)Container orchestration and ECS application deployment[![Install](https://img.shields.io/badge/Install-Kiro-9046FF?style=flat-square&logo=kiro)](https://kiro.dev/launch/mcp/add?name=awslabs.ecs-mcp-server&config=%7B%22command%22%3A%22uvx%22%2C%22args%22%3A%5B%22--from%22%2C%22awslabs-ecs-mcp-server%22%2C%22ecs-mcp-server%22%5D%2C%22env%22%3A%7B%22AWS_PROFILE%22%3A%22your-aws-profile%22%2C%22AWS_REGION%22%3A%22your-aws-region%22%2C%22FASTMCP_LOG_LEVEL%22%3A%22ERROR%22%2C%22FASTMCP_LOG_FILE%22%3A%22/path/to/ecs-mcp-server.log%22%2C%22ALLOW_WRITE%22%3A%22false%22%2C%22ALLOW_SENSITIVE_DATA%22%3A%22false%22%7D%7D) <br/>[![Install](https://img.shields.io/badge/Install-Cursor-blue?style=flat-square&logo=cursor)](https://cursor.com/en/install-mcp?name=awslabs.ecs-mcp-server&config=eyJjb21tYW5kIjoidXZ4IC0tZnJvbSBhd3NsYWJzLWVjcy1tY3Atc2VydmVyIGVjcy1tY3Atc2VydmVyIiwiZW52Ijp7IkFXU19QUk9GSUxFIjoieW91ci1hd3MtcHJvZmlsZSIsIkFXU19SRUdJT04iOiJ5b3VyLWF3cy1yZWdpb24iLCJGQVNUTUNQX0xPR19MRVZFTCI6IkVSUk9SIiwiRkFTVE1DUF9MT0dfRklMRSI6Ii9wYXRoL3RvL2Vjcy1tY3Atc2VydmVyLmxvZyIsIkFMTE9XX1dSSVRFIjoiZmFsc2UiLCJBTExPV19TRU5TSVRJVkVfREFUQSI6ImZhbHNlIn19) <br/>[![Install on VS Code](https://img.shields.io/badge/Install-VS_Code-FF9900?style=flat-square&logo=visualstudiocode&logoColor=white)](https://insiders.vscode.dev/redirect/mcp/install?name=ECS%20MCP%20Server&config=%7B%22command%22%3A%22uvx%22%2C%22args%22%3A%5B%22--from%22%2C%22awslabs-ecs-mcp-server%22%2C%22ecs-mcp-server%22%5D%2C%22env%22%3A%7B%22AWS_PROFILE%22%3A%22your-aws-profile%22%2C%22AWS_REGION%22%3A%22your-aws-region%22%2C%22FASTMCP_LOG_LEVEL%22%3A%22ERROR%22%2C%22FASTMCP_LOG_FILE%22%3A%22%2Fpath%2Fto%2Fecs-mcp-server.log%22%2C%22ALLOW_WRITE%22%3A%22false%22%2C%22ALLOW_SENSITIVE_DATA%22%3A%22false%22%7D%7D)
[Finch MCP Server](src/finch-mcp-server)Local container building with ECR integration[![Install](https://img.shields.io/badge/Install-Kiro-9046FF?style=flat-square&logo=kiro)](https://kiro.dev/launch/mcp/add?name=awslabs.finch-mcp-server&config=%7B%22command%22%3A%22uvx%22%2C%22args%22%3A%5B%22awslabs.finch-mcp-server%40latest%22%5D%2C%22env%22%3A%7B%22AWS_PROFILE%22%3A%22default%22%2C%22AWS_REGION%22%3A%22us-west-2%22%2C%22FASTMCP_LOG_LEVEL%22%3A%22INFO%22%7D%7D) <br/>[![Install](https://img.shields.io/badge/Install-Cursor-blue?style=flat-square&logo=cursor)](https://cursor.com/en/install-mcp?name=awslabs.finch-mcp-server&config=eyJjb21tYW5kIjoidXZ4IGF3c2xhYnMuZmluY2gtbWNwLXNlcnZlckBsYXRlc3QiLCJlbnYiOnsiQVdTX1BST0ZJTEUiOiJkZWZhdWx0IiwiQVdTX1JFR0lPTiI6InVzLXdlc3QtMiIsIkZBU1RNQ1BfTE9HX0xFVkVMIjoiSU5GTyJ9LCJ0cmFuc3BvcnRUeXBlIjoic3RkaW8iLCJkaXNhYmxlZCI6ZmFsc2UsImF1dG9BcHByb3ZlIjpbXX0%3D) <br/>[![Install on VS Code](https://img.shields.io/badge/Install-VS_Code-FF9900?style=flat-square&logo=visualstudiocode&logoColor=white)](https://insiders.vscode.dev/redirect/mcp/install?name=Finch%20MCP%20Server&config=%7B%22command%22%3A%22uvx%22%2C%22args%22%3A%5B%22awslabs.finch-mcp-server%40latest%22%5D%2C%22env%22%3A%7B%22AWS_PROFILE%22%3A%22default%22%2C%22AWS_REGION%22%3A%22us-west-2%22%2C%22FASTMCP_LOG_LEVEL%22%3A%22INFO%22%7D%2C%22transportType%22%3A%22stdio%22%2C%22disabled%22%3Afalse%2C%22autoApprove%22%3A%5B%5D%7D)

Serverless & Functions

Server NameDescriptionInstall
[AWS Serverless MCP Server](src/aws-serverless-mcp-server)Complete serverless application lifecycle with SAM CLI[![Install](https://img.shields.io/badge/Install-Kiro-9046FF?style=flat-square&logo=kiro)](https://kiro.dev/launch/mcp/add?name=awslabs.aws-serverless-mcp-server&config=%7B%22command%22%3A%22uvx%22%2C%22args%22%3A%5B%22awslabs.aws-serverless-mcp-server%40latest%22%2C%22--allow-write%22%2C%22--allow-sensitive-data-access%22%5D%2C%22env%22%3A%7B%22AWS_PROFILE%22%3A%22your-aws-profile%22%2C%22AWS_REGION%22%3A%22us-east-1%22%7D%7D) <br/>[![Install](https://img.shields.io/badge/Install-Cursor-blue?style=flat-square&logo=cursor)](https://cursor.com/en/install-mcp?name=awslabs.aws-serverless-mcp-server&config=eyJjb21tYW5kIjoidXZ4IGF3c2xhYnMuYXdzLXNlcnZlcmxlc3MtbWNwLXNlcnZlckBsYXRlc3QgLS1hbGxvdy13cml0ZSAtLWFsbG93LXNlbnNpdGl2ZS1kYXRhLWFjY2VzcyIsImVudiI6eyJBV1NfUFJPRklMRSI6InlvdXItYXdzLXByb2ZpbGUiLCJBV1NfUkVHSU9OIjoidXMtZWFzdC0xIn0sImRpc2FibGVkIjpmYWxzZSwiYXV0b0FwcHJvdmUiOltdfQ%3D%3D) <br/>[![Install on VS Code](https://img.shields.io/badge/Install-VS_Code-FF9900?style=flat-square&logo=visualstudiocode&logoColor=white)](https://insiders.vscode.dev/redirect/mcp/install?name=AWS%20Serverless%20MCP%20Server&config=%7B%22command%22%3A%22uvx%22%2C%22args%22%3A%5B%22awslabs.aws-serverless-mcp-server%40latest%22%2C%22--allow-write%22%2C%22--allow-sensitive-data-access%22%5D%2C%22env%22%3A%7B%22AWS_PROFILE%22%3A%22your-aws-profile%22%2C%22AWS_REGION%22%3A%22us-east-1%22%7D%2C%22disabled%22%3Afalse%2C%22autoApprove%22%3A%5B%5D%7D)
[AWS Lambda Tool MCP Server](src/lambda-tool-mcp-server)Execute Lambda functions as AI tools for private resource access[![Install](https://img.shields.io/badge/Install-Kiro-9046FF?style=flat-square&logo=kiro)](https://kiro.dev/launch/mcp/add?name=awslabs.lambda-tool-mcp-server&config=%7B%22command%22%3A%22uvx%22%2C%22args%22%3A%5B%22awslabs.lambda-tool-mcp-server%40latest%22%5D%2C%22env%22%3A%7B%22AWS_PROFILE%22%3A%22your-aws-profile%22%2C%22AWS_REGION%22%3A%22us-east-1%22%2C%22FUNCTION_PREFIX%22%3A%22your-function-prefix%22%2C%22FUNCTION_LIST%22%3A%22your-first-function%2C%20your-second-function%22%2C%22FUNCTION_TAG_KEY%22%3A%22your-tag-key%22%2C%22FUNCTION_TAG_VALUE%22%3A%22your-tag-value%22%2C%22FUNCTION_INPUT_SCHEMA_ARN_TAG_KEY%22%3A%22your-function-tag-for-input-schema%22%7D%7D) <br/>[![Install](https://img.shields.io/badge/Install-Cursor-blue?style=flat-square&logo=cursor)](https://cursor.com/en/install-mcp?name=awslabs.lambda-tool-mcp-server&config=eyJjb21tYW5kIjoidXZ4IGF3c2xhYnMubGFtYmRhLXRvb2wtbWNwLXNlcnZlckBsYXRlc3QiLCJlbnYiOnsiQVdTX1BST0ZJTEUiOiJ5b3VyLWF3cy1wcm9maWxlIiwiQVdTX1JFR0lPTiI6InVzLWVhc3QtMSIsIkZVTkNUSU9OX1BSRUZJWCI6InlvdXItZnVuY3Rpb24tcHJlZml4IiwiRlVOQ1RJT05fTElTVCI6InlvdXItZmlyc3QtZnVuY3Rpb24sIHlvdXItc2Vjb25kLWZ1bmN0aW9uIiwiRlVOQ1RJT05fVEFHX0tFWSI6InlvdXItdGFnLWtleSIsIkZVTkNUSU9OX1RBR19WQUxVRSI6InlvdXItdGFnLXZhbHVlIiwiRlVOQ1RJT05fSU5QVVRfU0NIRU1BX0FSTl9UQUdfS0VZIjoieW91ci1mdW5jdGlvbi10YWctZm9yLWlucHV0LXNjaGVtYSJ9fQ%3D%3D) <br/>[![Install on VS Code](https://img.shields.io/badge/Install-VS_Code-FF9900?style=flat-square&logo=visualstudiocode&logoColor=white)](https://insiders.vscode.dev/redirect/mcp/install?name=AWS%20Lambda%20Tool%20MCP%20Server&config=%7B%22command%22%3A%22uvx%22%2C%22args%22%3A%5B%22awslabs.lambda-tool-mcp-server%40latest%22%5D%2C%22env%22%3A%7B%22AWS_PROFILE%22%3A%22your-aws-profile%22%2C%22AWS_REGION%22%3A%22us-east-1%22%2C%22FUNCTION_PREFIX%22%3A%22your-function-prefix%22%2C%22FUNCTION_LIST%22%3A%22your-first-function%2C%20your-second-function%22%2C%22FUNCTION_TAG_KEY%22%3A%22your-tag-key%22%2C%22FUNCTION_TAG_VALUE%22%3A%22your-tag-value%22%2C%22FUNCTION_INPUT_SCHEMA_ARN_TAG_KEY%22%3A%22your-function-tag-for-input-schema%22%7D%7D)

Migration & Modernization

Server NameDescriptionInstall
[AWS Transform MCP Server](src/aws-transform-mcp-server)Manage AWS Transform workspaces, jobs, connectors, HITL tasks, and artifacts for mainframe, VMware, .NET, and custom code transformations[![Install](https://img.shields.io/badge/Install-Kiro-9046FF?style=flat-square&logo=kiro)](https://kiro.dev/launch/mcp/add?name=awslabs.aws-transform-mcp-server&config=%7B%22command%22%3A%22uvx%22%2C%22args%22%3A%5B%22awslabs.aws-transform-mcp-server%40latest%22%5D%2C%22env%22%3A%7B%22FASTMCP_LOG_LEVEL%22%3A%22ERROR%22%7D%7D) <br/>[![Install](https://img.shields.io/badge/Install-Cursor-blue?style=flat-square&logo=cursor)](https://cursor.com/en/install-mcp?name=awslabs.aws-transform-mcp-server&config=eyJjb21tYW5kIjoidXZ4IGF3c2xhYnMuYXdzLXRyYW5zZm9ybS1tY3Atc2VydmVyQGxhdGVzdCIsImVudiI6eyJGQVNUTUNQX0xPR19MRVZFTCI6IkVSUk9SIn0sImRpc2FibGVkIjpmYWxzZSwiYXV0b0FwcHJvdmUiOltdfQ==) <br/>[![Install on VS Code](https://img.shields.io/badge/Install-VS_Code-FF9900?style=flat-square&logo=visualstudiocode&logoColor=white)](https://insiders.vscode.dev/redirect/mcp/install?name=AWS%20Transform%20MCP%20Server&config=%7B%22command%22%3A%22uvx%22%2C%22args%22%3A%5B%22awslabs.aws-transform-mcp-server%40latest%22%5D%2C%22env%22%3A%7B%22FASTMCP_LOG_LEVEL%22%3A%22ERROR%22%7D%2C%22disabled%22%3Afalse%2C%22autoApprove%22%3A%5B%5D%7D)

Support

Server NameDescriptionInstall
[AWS Support MCP Server](src/aws-support-mcp-server)Help users create and manage AWS Support cases[![Install](https://img.shields.io/badge/Install-Kiro-9046FF?style=flat-square&logo=kiro)](https://kiro.dev/launch/mcp/add?name=awslabs_support_mcp_server&config=%7B%22command%22%3A%22uvx%22%2C%22args%22%3A%5B%22-m%22%2C%22awslabs.aws-support-mcp-server%40latest%22%2C%22--debug%22%2C%22--log-file%22%2C%22./logs/mcp_support_server.log%22%5D%2C%22env%22%3A%7B%22AWS_PROFILE%22%3A%22your-aws-profile%22%7D%7D) <br/>[![Install](https://img.shields.io/badge/Install-Cursor-blue?style=flat-square&logo=cursor)](https://cursor.com/en/install-mcp?name=awslabs_support_mcp_server&config=eyJjb21tYW5kIjoidXZ4IC1tIGF3c2xhYnMuYXdzLXN1cHBvcnQtbWNwLXNlcnZlckBsYXRlc3QgLS1kZWJ1ZyAtLWxvZy1maWxlIC4vbG9ncy9tY3Bfc3VwcG9ydF9zZXJ2ZXIubG9nIiwiZW52Ijp7IkFXU19QUk9GSUxFIjoieW91ci1hd3MtcHJvZmlsZSJ9fQ%3D%3D) <br/>[![Install on VS Code](https://img.shields.io/badge/Install-VS_Code-FF9900?style=flat-square&logo=visualstudiocode&logoColor=white)](https://insiders.vscode.dev/redirect/mcp/install?name=AWS%20Support%20MCP%20Server&config=%7B%22command%22%3A%22uvx%22%2C%22args%22%3A%5B%22-m%22%2C%22awslabs.aws-support-mcp-server%40latest%22%2C%22--debug%22%2C%22--log-file%22%2C%22.%2Flogs%2Fmcp_support_server.log%22%5D%2C%22env%22%3A%7B%22AWS_PROFILE%22%3A%22your-aws-profile%22%7D%7D)
🎯 aiskill88 AI 点评 A 级 2026-05-20

高星标开源项目，AWS生态集成方案完整。MCP协议支持前沿，社区活跃度高，对AI应用开发者价值大。

📚 实用指南（长尾问题）
适合谁
  • 需要让 Claude / Cursor 操作本地工具的 AI 工程师
最佳实践
  • 配置 MCP 服务器时建议使用 stdio 传输 + JSON-RPC，避免暴露公网
常见错误
  • API key 直接提交到 git 仓库（请用 .env 并加入 .gitignore）
  • MCP 配置路径拼错或权限不足，重启 Claude Desktop 才生效
  • Python 依赖冲突：建议用 venv / uv 隔离环境
部署方案
  • 云端托管：可放在 Vercel / Railway / Fly.io 等 PaaS 平台
相关搜索
mcp 中文教程mcp 安装报错怎么办mcp MCP 配置mcp 与同类工具对比mcp 最佳实践mcp 适合谁用

⚡ 核心功能

👥 适合谁
  • 需要让 Claude / Cursor 操作本地工具的 AI 工程师
⭐ 最佳实践
  • 配置 MCP 服务器时建议使用 stdio 传输 + JSON-RPC，避免暴露公网
⚠️ 常见错误
  • API key 直接提交到 git 仓库（请用 .env 并加入 .gitignore）
  • MCP 配置路径拼错或权限不足，重启 Claude Desktop 才生效
  • Python 依赖冲突：建议用 venv / uv 隔离环境

👥 适合人群

Claude Desktop / Claude Code 用户AI 工具开发者需要扩展 AI 能力的专业人士自动化工程师

🎯 使用场景

  • 在 Claude Desktop 对话中直接调用本地工具，实现 AI 与系统的深度联动
  • 通过自然语言驱动复杂的多步骤自动化任务，代替繁琐手动操作
  • 将多个 MCP 工具组合使用，构建个人专属 AI 工作站

⚖️ 优点与不足

✅ 优点
  • +GitHub 9.0k Star，社区高度认可
  • +Apache-2.0 协议，可免费商用
  • +标准化 MCP 协议，生态互联性强
  • +与 Claude 官方生态无缝对接
  • +即插即用，配置简单快捷
⚠️ 不足
  • −依赖 Claude 客户端，非 Claude 用户无法使用
  • −MCP 协议仍在持续演进，接口可能变更
  • −需要一定的配置步骤
⚠️ 使用须知

AI Skill Hub 为第三方内容聚合平台，本页面信息基于公开数据整理，不对工具功能和质量作任何法律背书。

建议在沙箱或测试环境中充分验证后，再部署至生产环境，并做好必要的安全评估。

📄 License 说明

✅ Apache 2.0 — 宽松开源协议，可商用，需保留版权声明和 NOTICE 文件，含专利授权条款。

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📰 相关 AI 新闻
AI 开源生态最新进展
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AI 前沿资讯：We solved reasoning. The remai…
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🍿 AI 圈相关吃瓜
配了5个 MCP 工具，Claude 一个都没用
AI 圈观察
Filesystem MCP 帮 Claude 找文件，找了整个 node_modules
AI 圈观察
一个 CLAUDE.md 救了我，却毁了我的代码审查自信心
AI 圈观察
🗺️ 相关解决方案
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❓ 常见问题 FAQ

Model Context Protocol，标准化的AI模型上下文协议，用于应用与外部服务通信。
💡 AI Skill Hub 点评

总体来看，GitHub MCP 工具 是一款质量优秀的MCP工具，在同类工具中具备一定竞争力。AI Skill Hub 将持续追踪其更新动态，建议收藏备用，结合自身场景选择合适时机引入使用。

⬇️ 获取与下载
⬇ 下载源码 ZIP

✅ Apache-2.0 协议 · 可免费商用 · 直接从 aiskill88 服务器下载，无需跳转 GitHub

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🌐 原始信息
原始名称 mcp
原始描述 开源MCP工具：Open source MCP Servers for AWS。⭐9.0k · Python
Topics AWSMCP协议Python服务器集成工具
GitHub https://github.com/awslabs/mcp
License Apache-2.0
语言 Python
🔗 原始来源
🐙 GitHub 仓库  https://github.com/awslabs/mcp 🌐 官方网站  https://awslabs.github.io/mcp/

收录时间：2026-05-13 · 更新时间：2026-05-16 · License：Apache-2.0 · AI Skill Hub 不对第三方内容的准确性作法律背书。

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