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Awesome MCP Servers Discovery

Awesome MCP 服务器探索

Skill by ara.so — MCP Skills collection.
This skill enables discovery and exploration of the Awesome MCP Servers repository, a curated list of Model Context Protocol (MCP) servers, tools, frameworks, clients, and utilities. The repository catalogs 6000+ MCP server implementations across 30+ categories including file systems, databases, cloud platforms, AI services, and more.
由 ara.so 开发的Skill —— MCP Skills 合集。
本Skill可帮助你发现和探索Awesome MCP Servers仓库，这是一个包含Model Context Protocol（MCP）服务器、工具、框架、客户端及实用程序的精选列表。该仓库收录了30+类别的6000+个MCP服务器实现，包括文件系统、数据库、云平台、AI服务等。

What is This Repository

本仓库是什么

Awesome MCP Servers is a community-driven collection that helps developers:
  • Discover MCP servers by category (databases, file systems, cloud storage, etc.)
  • Find official vs. community implementations
  • Access reference servers and tutorials
  • Learn security best practices for MCP
  • Discover tools to install and manage MCP servers
The repository includes:
  • Reference Servers: Example implementations from the official MCP protocol
  • Official Servers: Vendor-maintained implementations (marked with ⭐)
  • Community Servers: 6000+ community-built implementations
  • Tools & Utilities: CLI tools, managers, and frameworks for MCP
  • Multi-language documentation: English, 简体中文, 繁體中文, 日本語, 한국어
Awesome MCP Servers 是一个社区驱动的合集，可帮助开发者：
  • 按类别（数据库、文件系统、云存储等）发现MCP服务器
  • 区分官方实现与社区实现
  • 获取参考服务器及教程
  • 学习MCP的安全最佳实践
  • 发现用于安装和管理MCP服务器的工具
仓库包含：
  • 参考服务器：官方MCP协议提供的示例实现
  • 官方服务器：厂商维护的实现（标记为 ⭐）
  • 社区服务器：6000+个社区构建的实现
  • 工具与实用程序：用于MCP的CLI工具、管理器及框架
  • 多语言文档：英文、简体中文、繁体中文、日语、韩语

Installation & Access

安装与访问

Accessing the Repository

访问仓库

bash
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bash
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Clone the repository

Clone the repository

git clone https://github.com/YuzeHao2023/Awesome-MCP-Servers.git cd Awesome-MCP-Servers
git clone https://github.com/YuzeHao2023/Awesome-MCP-Servers.git cd Awesome-MCP-Servers

View the full Excel list of 6000+ servers

View the full Excel list of 6000+ servers

Open Full-List-of-MCP-Servers.xlsx

Open Full-List-of-MCP-Servers.xlsx

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Installing MCP Server Management Tools

安装MCP服务器管理工具

bash
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bash
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Install mcp-get (CLI tool for installing MCP servers)

Install mcp-get (CLI tool for installing MCP servers)

npm install -g @michaellatman/mcp-get
npm install -g @michaellatman/mcp-get

Install mcp-cli (inspector for MCP servers)

Install mcp-cli (inspector for MCP servers)

npm install -g @wong2/mcp-cli
npm install -g @wong2/mcp-cli

Install yamcp (workspace manager)

Install yamcp (workspace manager)

npm install -g yamcp
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npm install -g yamcp
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Key Categories

核心类别

📂 File Systems

📂 文件系统

Servers providing file system access with configurable permissions.
Official Reference:
bash
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提供文件系统访问权限且可配置权限的服务器。
官方参考实现:
bash
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Filesystem server from modelcontextprotocol

Filesystem server from modelcontextprotocol

npx @modelcontextprotocol/server-filesystem <allowed-directory>

**Community Examples**:
- `mcp-everything-search` - Everything Search integration
- `fast-filesystem-mcp` - Fast filesystem implementation
- `llm-context` - Context-aware file access
npx @modelcontextprotocol/server-filesystem <allowed-directory>

**社区示例**:
- `mcp-everything-search` - 集成Everything搜索
- `fast-filesystem-mcp` - 高性能文件系统实现
- `llm-context` - 上下文感知的文件访问

🗄️ Databases

🗄️ 数据库

Database access with schema inspection and query capabilities.
PostgreSQL Example:
bash
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支持模式检查和查询功能的数据库访问服务器。
PostgreSQL示例:
bash
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Official PostgreSQL MCP server

Official PostgreSQL MCP server

npx @modelcontextprotocol/server-postgres postgresql://user:password@localhost/dbname

**Other Database Servers**:
- SQLite: `@modelcontextprotocol/server-sqlite`
- MongoDB: `@kiliczsh/mcp-mongo-server`
- Redis: Official from `redis/mcp-redis`
- BigQuery: `@LucasHild/mcp-server-bigquery`
- Neon (⭐): `@neondatabase/mcp-server-neon`
npx @modelcontextprotocol/server-postgres postgresql://user:password@localhost/dbname

**其他数据库服务器**:
- SQLite: `@modelcontextprotocol/server-sqlite`
- MongoDB: `@kiliczsh/mcp-mongo-server`
- Redis: 官方实现来自 `redis/mcp-redis`
- BigQuery: `@LucasHild/mcp-server-bigquery`
- Neon (⭐): `@neondatabase/mcp-server-neon`

🔄 Version Control

🔄 版本控制

Git and version control integration.
GitHub Official Server:
bash
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Git及版本控制系统集成。
GitHub官方服务器:
bash
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Install GitHub MCP server

Install GitHub MCP server

npm install @github/github-mcp-server
npm install @github/github-mcp-server

Configure in Claude Desktop (claude_desktop_config.json)

Configure in Claude Desktop (claude_desktop_config.json)

{ "mcpServers": { "github": { "command": "npx", "args": ["-y", "@github/github-mcp-server"], "env": { "GITHUB_TOKEN": "${GITHUB_TOKEN}" } } } }
undefined
{ "mcpServers": { "github": { "command": "npx", "args": ["-y", "@github/github-mcp-server"], "env": { "GITHUB_TOKEN": "${GITHUB_TOKEN}" } } } }
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☁️ Cloud Storage

☁️ 云存储

Access to cloud storage platforms.
Google Drive:
bash
npx @modelcontextprotocol/server-gdrive
Box (Official ⭐):
云存储平台访问。
Google Drive:
bash
npx @modelcontextprotocol/server-gdrive
Box (官方 ⭐):

📦 Sandbox & Virtualization

📦 沙箱与虚拟化

Secure sandbox environments for code execution.
E2B (Official ⭐):
bash
npm install @e2b/mcp-server
用于代码执行的安全沙箱环境。
E2B (官方 ⭐):
bash
npm install @e2b/mcp-server

Configure

Configure

{ "mcpServers": { "e2b": { "command": "npx", "args": ["-y", "@e2b/mcp-server"], "env": { "E2B_API_KEY": "${E2B_API_KEY}" } } } }

**Microsandbox (Official ⭐)**:
- Secure sandbox for code execution
- GitHub: https://github.com/microsandbox/microsandbox
{ "mcpServers": { "e2b": { "command": "npx", "args": ["-y", "@e2b/mcp-server"], "env": { "E2B_API_KEY": "${E2B_API_KEY}" } } } }

**Microsandbox (官方 ⭐)**:
- 用于代码执行的安全沙箱
- GitHub: https://github.com/microsandbox/microsandbox

⚡ Cloud Platforms

⚡ 云平台

Integration with cloud providers.
Cloudflare (Official ⭐):
bash
npm install @cloudflare/mcp-server-cloudflare
云服务商集成。
Cloudflare (官方 ⭐):
bash
npm install @cloudflare/mcp-server-cloudflare

Configure

Configure

{ "mcpServers": { "cloudflare": { "command": "npx", "args": ["-y", "@cloudflare/mcp-server-cloudflare"], "env": { "CLOUDFLARE_API_TOKEN": "${CLOUDFLARE_API_TOKEN}" } } } }
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{ "mcpServers": { "cloudflare": { "command": "npx", "args": ["-y", "@cloudflare/mcp-server-cloudflare"], "env": { "CLOUDFLARE_API_TOKEN": "${CLOUDFLARE_API_TOKEN}" } } } }
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🤖 AI Services

🤖 AI服务

AI and LLM service integrations.
Notable Servers:
  • Anthropic: Official Claude API integration
  • OpenAI: OpenAI API integration
  • Hugging Face: Model inference and datasets
  • AgentQL: Web scraping for AI agents
AI与大语言模型服务集成。
值得关注的服务器:
  • Anthropic: 官方Claude API集成
  • OpenAI: OpenAI API集成
  • Hugging Face: 模型推理与数据集
  • AgentQL: 面向AI Agent的网页抓取

💻 Development Tools

💻 开发工具

Development and coding assistance.
Memory Server (Reference):
bash
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开发与编码辅助工具。
内存服务器（参考实现）:
bash
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Persistent memory across conversations

跨对话持久化内存

npx @modelcontextprotocol/server-memory

**Sequential Thinking (Reference)**:
```bash
npx @modelcontextprotocol/server-memory

**顺序思考（参考实现）**:
```bash

Extended reasoning capabilities

扩展推理能力

npx @modelcontextprotocol/server-sequentialthinking
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npx @modelcontextprotocol/server-sequentialthinking
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Using Server Management Tools

使用服务器管理工具

mcp-get: Install and Manage Servers

mcp-get: 安装与管理服务器

bash
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bash
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Search for servers

搜索服务器

mcp-get search database
mcp-get search database

Install a server

安装服务器

mcp-get install @modelcontextprotocol/server-postgres
mcp-get install @modelcontextprotocol/server-postgres

List installed servers

列出已安装服务器

mcp-get list
mcp-get list

Remove a server

卸载服务器

mcp-get remove @modelcontextprotocol/server-postgres
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mcp-get remove @modelcontextprotocol/server-postgres
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mcp-cli: Inspect Servers

mcp-cli: 检查服务器

bash
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bash
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Inspect a running MCP server

检查运行中的MCP服务器

mcp-cli inspect http://localhost:3000
mcp-cli inspect http://localhost:3000

List available tools from a server

列出服务器可用工具

mcp-cli tools @modelcontextprotocol/server-filesystem /path/to/dir
mcp-cli tools @modelcontextprotocol/server-filesystem /path/to/dir

Test a server

测试服务器

mcp-cli test @modelcontextprotocol/server-sqlite database.db
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mcp-cli test @modelcontextprotocol/server-sqlite database.db
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yamcp: Workspace Manager

yamcp: 工作区管理器

bash
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bash
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Initialize a workspace

初始化工作区

yamcp init
yamcp init

Add a server to workspace

向工作区添加服务器

yamcp add filesystem --path /allowed/directory
yamcp add filesystem --path /allowed/directory

Start all workspace servers

启动工作区所有服务器

yamcp start
yamcp start

Stop all servers

停止所有服务器

yamcp stop
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yamcp stop
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Configuration Patterns

配置模式

Claude Desktop Configuration

Claude Desktop配置

Located at:
  • macOS: 
    ~/Library/Application Support/Claude/claude_desktop_config.json
  • Windows: 
    %APPDATA%\Claude\claude_desktop_config.json
  • Linux: 
    ~/.config/Claude/claude_desktop_config.json
Multi-Server Configuration:
json
{
  "mcpServers": {
    "filesystem": {
      "command": "npx",
      "args": ["-y", "@modelcontextprotocol/server-filesystem", "/home/user/projects"]
    },
    "postgres": {
      "command": "npx",
      "args": ["-y", "@modelcontextprotocol/server-postgres"],
      "env": {
        "DATABASE_URL": "${DATABASE_URL}"
      }
    },
    "github": {
      "command": "npx",
      "args": ["-y", "@github/github-mcp-server"],
      "env": {
        "GITHUB_TOKEN": "${GITHUB_TOKEN}"
      }
    }
  }
}
配置文件位置:
  • macOS: 
    ~/Library/Application Support/Claude/claude_desktop_config.json
  • Windows: 
    %APPDATA%\Claude\claude_desktop_config.json
  • Linux: 
    ~/.config/Claude/claude_desktop_config.json
多服务器配置:
json
{
  "mcpServers": {
    "filesystem": {
      "command": "npx",
      "args": ["-y", "@modelcontextprotocol/server-filesystem", "/home/user/projects"]
    },
    "postgres": {
      "command": "npx",
      "args": ["-y", "@modelcontextprotocol/server-postgres"],
      "env": {
        "DATABASE_URL": "${DATABASE_URL}"
      }
    },
    "github": {
      "command": "npx",
      "args": ["-y", "@github/github-mcp-server"],
      "env": {
        "GITHUB_TOKEN": "${GITHUB_TOKEN}"
      }
    }
  }
}

Environment Variables Pattern

环境变量模式

bash
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bash
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.env file (never commit this)

.env 文件（请勿提交）

DATABASE_URL=postgresql://user:pass@localhost/db GITHUB_TOKEN=ghp_xxxxxxxxxxxxx OPENAI_API_KEY=sk-xxxxxxxxxxxxx CLOUDFLARE_API_TOKEN=xxxxxxxxxxxxx
DATABASE_URL=postgresql://user:pass@localhost/db GITHUB_TOKEN=ghp_xxxxxxxxxxxxx OPENAI_API_KEY=sk-xxxxxxxxxxxxx CLOUDFLARE_API_TOKEN=xxxxxxxxxxxxx

Load in shell

在Shell中加载

export $(cat .env | xargs)
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export $(cat .env | xargs)
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Security Best Practices

安全最佳实践

⚠️ Critical Security Warnings:
  1. Arbitrary Code Execution: MCP servers can execute code with your user permissions
  2. System Access: Full access to files, network, and system resources
  3. Prompt Injection: Malicious prompts could trigger unintended actions
  4. Data Exposure: Sensitive data may be accessed or leaked
Best Practices:
bash
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⚠️ 重要安全警告:
  1. 任意代码执行: MCP服务器可使用你的用户权限执行代码
  2. 系统访问: 可完全访问文件、网络及系统资源
  3. 提示注入: 恶意提示可能触发意外操作
  4. 数据泄露: 敏感数据可能被访问或泄露
最佳实践:
bash
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1. Use official implementations when available (⭐ marked)

1. 优先使用官方实现（标记为⭐）

2. Review code before installation

2. 安装前审查代码

git clone <mcp-server-repo>
git clone <mcp-server-repo>

Review the code thoroughly

彻底审查代码

3. Run in isolated containers (Docker example)

3. 在隔离容器中运行（Docker示例）

docker run --rm -it
-v /allowed/path:/data:ro
--network=none
mcp-server-image
docker run --rm -it
-v /allowed/path:/data:ro
--network=none
mcp-server-image

4. Limit permissions

4. 限制权限

chmod 500 /path/to/mcp-server # Read + execute only chown root:mcp /path/to/mcp-server
chmod 500 /path/to/mcp-server # 仅读+执行权限 chown root:mcp /path/to/mcp-server

5. Monitor activity

5. 监控活动

Enable logging in server config

在服务器配置中启用日志

{ "mcpServers": { "myserver": { "command": "npx", "args": ["-y", "mcp-server", "--log-level", "debug"], "logFile": "/var/log/mcp/myserver.log" } } }
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{ "mcpServers": { "myserver": { "command": "npx", "args": ["-y", "mcp-server", "--log-level", "debug"], "logFile": "/var/log/mcp/myserver.log" } } }
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Finding Servers by Use Case

按使用场景查找服务器

Database Query & Analysis

数据库查询与分析

bash
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bash
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Search the Excel file or README for "database"

在Excel文件或README中搜索"database"

Official options:

官方选项:

  • PostgreSQL: @modelcontextprotocol/server-postgres
  • SQLite: @modelcontextprotocol/server-sqlite
  • MongoDB: @kiliczsh/mcp-mongo-server
  • Redis: redis/mcp-redis (⭐)
  • BigQuery: @LucasHild/mcp-server-bigquery
undefined
  • PostgreSQL: @modelcontextprotocol/server-postgres
  • SQLite: @modelcontextprotocol/server-sqlite
  • MongoDB: @kiliczsh/mcp-mongo-server
  • Redis: redis/mcp-redis (⭐)
  • BigQuery: @LucasHild/mcp-server-bigquery
undefined

File Operations

文件操作

bash
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bash
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Reference implementation

参考实现

npx @modelcontextprotocol/server-filesystem /path/to/allowed/directory
npx @modelcontextprotocol/server-filesystem /path/to/allowed/directory

Fast implementation

高性能实现

npm install fast-filesystem-mcp
npm install fast-filesystem-mcp

With search capabilities

带搜索功能

npm install mcp-everything-search
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npm install mcp-everything-search
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Cloud Platform Management

云平台管理

bash
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bash
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AWS

AWS

Check awslabs repositories under modelcontextprotocol

查看modelcontextprotocol下的awslabs仓库

Cloudflare (⭐)

Cloudflare (⭐)

npm install @cloudflare/mcp-server-cloudflare
npm install @cloudflare/mcp-server-cloudflare

Azure

Azure

Check Azure repositories for official MCP servers

查看Azure仓库中的官方MCP服务器

undefined
undefined

Web Scraping & Search

网页抓取与搜索

bash
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bash
undefined

Brave Search (⭐)

Brave Search (⭐)

npm install @modelcontextprotocol/server-brave-search
npm install @modelcontextprotocol/server-brave-search

AgentQL

AgentQL

npm install @tinyfish-io/agentql-mcp
npm install @tinyfish-io/agentql-mcp

Fetch (reference)

Fetch（参考实现）

npx @modelcontextprotocol/server-fetch
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npx @modelcontextprotocol/server-fetch
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Common Patterns

常见模式

Pattern: Adding a New Server to Your Setup

模式：向你的环境添加新服务器

bash
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bash
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1. Find the server in the repository

1. 在仓库中找到服务器

Browse categories in README or search Full-List-of-MCP-Servers.xlsx

浏览README中的类别或搜索Full-List-of-MCP-Servers.xlsx

2. Review the server (security check)

2. 审查服务器（安全检查）

git clone <server-repo-url> cd <server-repo> cat README.md # Check documentation cat package.json # Check dependencies
git clone <server-repo-url> cd <server-repo> cat README.md # 查看文档 cat package.json # 检查依赖

3. Install via mcp-get or npm

3. 通过mcp-get或npm安装

mcp-get install <server-package>
mcp-get install <server-package>

OR

或

npm install <server-package>
npm install <server-package>

4. Configure in Claude Desktop

4. 在Claude Desktop中配置

Edit claude_desktop_config.json

编辑claude_desktop_config.json

{ "mcpServers": { "newserver": { "command": "npx", "args": ["-y", "<server-package>", "<args>"], "env": { "API_KEY": "${API_KEY}" } } } }
{ "mcpServers": { "newserver": { "command": "npx", "args": ["-y", "<server-package>", "<args>"], "env": { "API_KEY": "${API_KEY}" } } } }

5. Restart Claude Desktop

5. 重启Claude Desktop

Server should now be available

服务器现在应该可用

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Pattern: Testing a Server Before Deployment

模式：部署前测试服务器

bash
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bash
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Use mcp-cli to test

使用mcp-cli测试

mcp-cli test <server-package> <args>
mcp-cli test <server-package> <args>

Example: Test filesystem server

示例：测试文件系统服务器

mcp-cli test @modelcontextprotocol/server-filesystem /tmp
mcp-cli test @modelcontextprotocol/server-filesystem /tmp

Check available tools

查看可用工具

mcp-cli tools <server-package> <args>
mcp-cli tools <server-package> <args>

Inspect server metadata

检查服务器元数据

mcp-cli inspect <server-package>
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mcp-cli inspect <server-package>
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Pattern: Creating a Multi-Environment Setup

模式：创建多环境配置

bash
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bash
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Development config (dev_claude_config.json)

开发环境配置（dev_claude_config.json）

{ "mcpServers": { "filesystem": { "command": "npx", "args": ["-y", "@modelcontextprotocol/server-filesystem", "/home/user/dev"] }, "postgres": { "env": { "DATABASE_URL": "postgresql://localhost/dev_db" } } } }
{ "mcpServers": { "filesystem": { "command": "npx", "args": ["-y", "@modelcontextprotocol/server-filesystem", "/home/user/dev"] }, "postgres": { "env": { "DATABASE_URL": "postgresql://localhost/dev_db" } } } }

Production config (prod_claude_config.json)

生产环境配置（prod_claude_config.json）

{ "mcpServers": { "filesystem": { "command": "npx", "args": ["-y", "@modelcontextprotocol/server-filesystem", "/var/www"] }, "postgres": { "env": { "DATABASE_URL": "${PROD_DATABASE_URL}" } } } }
{ "mcpServers": { "filesystem": { "command": "npx", "args": ["-y", "@modelcontextprotocol/server-filesystem", "/var/www"] }, "postgres": { "env": { "DATABASE_URL": "${PROD_DATABASE_URL}" } } } }

Swap configs as needed

根据需要切换配置

ln -sf ~/dev_claude_config.json ~/Library/Application\ Support/Claude/claude_desktop_config.json
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ln -sf ~/dev_claude_config.json ~/Library/Application\ Support/Claude/claude_desktop_config.json
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Troubleshooting

故障排除

Server Not Appearing in Claude

服务器未在Claude中显示

bash
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bash
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1. Check config syntax

1. 检查配置语法

cat ~/Library/Application\ Support/Claude/claude_desktop_config.json | jq .
cat ~/Library/Application\ Support/Claude/claude_desktop_config.json | jq .

2. Verify server installation

2. 验证服务器安装

npx <server-package> --help
npx <server-package> --help

3. Check server logs

3. 检查服务器日志

Add logging to config:

在配置中添加日志:

{ "mcpServers": { "myserver": { "command": "npx", "args": ["-y", "server", "--verbose"] } } }
{ "mcpServers": { "myserver": { "command": "npx", "args": ["-y", "server", "--verbose"] } } }

4. Restart Claude Desktop completely

4. 完全重启Claude Desktop

killall "Claude" open -a "Claude"
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killall "Claude" open -a "Claude"
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Server Crashes or Errors

服务器崩溃或报错

bash
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bash
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1. Test server standalone

1. 单独测试服务器

npx <server-package> <args>
npx <server-package> <args>

2. Check permissions

2. 检查权限

ls -la $(which <server-binary>)
ls -la $(which <server-binary>)

3. Verify environment variables are set

3. 验证环境变量已设置

echo $GITHUB_TOKEN # Should show token
echo $GITHUB_TOKEN # 应显示令牌

4. Check for conflicting servers

4. 检查是否有冲突服务器

Remove other servers temporarily from config

暂时从配置中移除其他服务器

5. Update server to latest version

5. 将服务器更新到最新版本

npm update <server-package>
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npm update <server-package>
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Finding a Server for Specific Use Case

为特定使用场景查找服务器

bash
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bash
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1. Search README by category

1. 按类别搜索README

Browse https://github.com/YuzeHao2023/Awesome-MCP-Servers

浏览https://github.com/YuzeHao2023/Awesome-MCP-Servers

2. Search Excel file

2. 搜索Excel文件

Open Full-List-of-MCP-Servers.xlsx

打开Full-List-of-MCP-Servers.xlsx

Use Excel search/filter features

使用Excel的搜索/筛选功能

3. Use GitHub search

3. 使用GitHub搜索

Search within repository for keywords

在仓库内搜索关键词

4. Check official implementations first

4. 优先查看官方实现

Look for ⭐ markers in README

在README中寻找⭐标记

5. Review community discussions

5. 查看社区讨论

Check Issues and Discussions tabs on GitHub

查看GitHub上的Issues和Discussions标签

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Performance Issues

性能问题

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1. Limit server scope

1. 限制服务器范围

Example: Restrict filesystem access

示例：限制文件系统访问

{ "filesystem": { "args": ["-y", "@modelcontextprotocol/server-filesystem", "/specific/path"] } }
{ "filesystem": { "args": ["-y", "@modelcontextprotocol/server-filesystem", "/specific/path"] } }

2. Use caching where available

2. 启用缓存（如果支持）

Check server documentation for cache options

查看服务器文档中的缓存选项

3. Monitor resource usage

3. 监控资源使用

top -p $(pgrep -f mcp-server)
top -p $(pgrep -f mcp-server)

4. Consider lighter alternatives

4. 考虑更轻量的替代方案

Check category for alternative implementations

在类别中查看其他实现

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Reference: Key Server Categories

参考：核心服务器类别

CategoryCountNotable Servers
📂 File Systems~50filesystem (⭐), everything-search, fast-filesystem-mcp
🗄️ Databases~100postgres (⭐), sqlite (⭐), mongodb, redis (⭐), bigquery
🔄 Version Control~30github (⭐), gitlab, git (⭐)
☁️ Cloud Storage~40gdrive (⭐), box (⭐), ms-365
⚡ Cloud Platforms~60cloudflare (⭐), aws, azure, google
🤖 AI Services~80anthropic, openai, huggingface
💻 Dev Tools~200memory (⭐), sequential-thinking (⭐), docker
🔍 Search & Web~150brave-search (⭐), fetch (⭐), agentql
💬 Communication~40slack, linear, atlassian
📈 Monitoring~30sentry (⭐), metoro, signoz
类别数量值得关注的服务器
📂 文件系统~50filesystem (⭐), everything-search, fast-filesystem-mcp
🗄️ 数据库~100postgres (⭐), sqlite (⭐), mongodb, redis (⭐), bigquery
🔄 版本控制~30github (⭐), gitlab, git (⭐)
☁️ 云存储~40gdrive (⭐), box (⭐), ms-365
⚡ 云平台~60cloudflare (⭐), aws, azure, google
🤖 AI服务~80anthropic, openai, huggingface
💻 开发工具~200memory (⭐), sequential-thinking (⭐), docker
🔍 搜索与网页~150brave-search (⭐), fetch (⭐), agentql
💬 通讯工具~40slack, linear, atlassian
📈 监控工具~30sentry (⭐), metoro, signoz

Additional Resources

额外资源

Contributing to the List

为列表做贡献

If you want to add a server to Awesome MCP Servers:
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如果你想向Awesome MCP Servers添加服务器：
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1. Fork the repository

1. Fork仓库

gh repo fork YuzeHao2023/Awesome-MCP-Servers
gh repo fork YuzeHao2023/Awesome-MCP-Servers

2. Add your server to appropriate category in README.md

2. 在README.md的对应类别中添加你的服务器

Format: - Name — URL

格式：- 名称 — 链接

3. Create pull request

3. 创建Pull Request

git checkout -b add-my-server git add README.md git commit -m "Add my-server to Category" git push origin add-my-server gh pr create
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git checkout -b add-my-server git add README.md git commit -m "Add my-server to Category" git push origin add-my-server gh pr create
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