MCP Ecosystem

Overview

MCP ecosystem đang phát triển nhanh chóng với nhiều official servers, community contributions, và third-party integrations. Tutorial này explores toàn bộ ecosystem và cách tận dụng existing servers.

Official MCP Servers

1. MongoDB MCP Server

Features:

Database operations (CRUD, aggregation)
Atlas management
Performance monitoring
User management

Installation:

bash

npm install -g @mongodb/mcp-server

Use Cases:

Data analysis và reporting
Application development
Database administration

Repository: github.com/mongodb-js/mongodb-mcp-server

2. Filesystem MCP Server

Features:

File read/write operations
Directory management
File search
Permission management

Installation:

bash

npm install -g @modelcontextprotocol/filesystem-server

Use Cases:

Configuration management
Log analysis
Development workflows

3. GitHub MCP Server

Features:

Repository management
Issue tracking
Pull request operations
Code review automation

Installation:

bash

npm install -g @github/mcp-server

Configuration:

json

{
  "mcpServers": {
    "github": {
      "command": "github-mcp-server",
      "args": ["--token", "${GITHUB_TOKEN}"]
    }
  }
}

4. PostgreSQL MCP Server

Features:

SQL query execution
Schema management
Performance analysis
Backup operations

Installation:

bash

npm install -g @postgresql/mcp-server

Community Servers

1. Slack MCP Server

Repository: github.com/community/slack-mcp-server

Features:

Message sending/receiving
Channel management
User management
File sharing

Configuration:

json

{
  "mcpServers": {
    "slack": {
      "command": "slack-mcp-server",
      "args": ["--token", "${SLACK_BOT_TOKEN}"]
    }
  }
}

Use Cases:

Automated notifications
Team collaboration
Status updates

2. AWS MCP Server

Repository: github.com/community/aws-mcp-server

Features:

S3 operations
EC2 management
Lambda functions
CloudWatch monitoring

Installation:

bash

npm install -g aws-mcp-server

Configuration:

json

{
  "mcpServers": {
    "aws": {
      "command": "aws-mcp-server",
      "args": ["--region", "us-west-2"],
      "env": {
        "AWS_ACCESS_KEY_ID": "${AWS_ACCESS_KEY_ID}",
        "AWS_SECRET_ACCESS_KEY": "${AWS_SECRET_ACCESS_KEY}"
      }
    }
  }
}

3. Google Drive MCP Server

Repository: github.com/community/gdrive-mcp-server

Features:

File operations
Folder management
Sharing permissions
Search functionality

Configuration:

json

{
  "mcpServers": {
    "gdrive": {
      "command": "gdrive-mcp-server",
      "args": ["--credentials", "/path/to/credentials.json"]
    }
  }
}

4. Jira MCP Server

Repository: github.com/community/jira-mcp-server

Features:

Issue management
Project tracking
Sprint planning
Reporting

Configuration:

json

{
  "mcpServers": {
    "jira": {
      "command": "jira-mcp-server",
      "args": ["--url", "https://your-domain.atlassian.net"],
      "env": {
        "JIRA_USERNAME": "${JIRA_USERNAME}",
        "JIRA_API_TOKEN": "${JIRA_API_TOKEN}"
      }
    }
  }
}

MCP Registry

Official Registry

URL: registry.modelcontextprotocol.io

Features:

Server discovery
Version management
Security scanning
Download statistics

Using the Registry

Search Servers

bash

# Using MCP CLI
mcp search database
mcp search file-system
mcp search "project management"

Install from Registry

bash

# Install specific server
mcp install @mongodb/mcp-server

# Install with version
mcp install @mongodb/mcp-server@1.2.0

# Install with configuration
mcp install @slack/mcp-server --config slack-config.json

Publish to Registry

bash

# Prepare package
mcp prepare

# Publish to registry
mcp publish

# Publish with tags
mcp publish --tag latest --tag v1.0.0

Registry API

List Servers

javascript

const response = await fetch('https://registry.modelcontextprotocol.io/api/servers');
const servers = await response.json();

Get Server Details

javascript

const response = await fetch('https://registry.modelcontextprotocol.io/api/servers/@mongodb/mcp-server');
const server = await response.json();

Search Servers

javascript

const response = await fetch('https://registry.modelcontextprotocol.io/api/servers/search?q=database');
const results = await response.json();

Building Custom MCP Servers

1. Template Generator

bash

# Create new MCP server from template
npx create-mcp-server my-custom-server

# Choose template:
# - Basic server
# - Database server
# - API server
# - File server

2. Server Generator CLI

typescript

// MCP Server Generator
class MCPServerGenerator {
  async generateServer(options: {
    name: string;
    template: 'basic' | 'database' | 'api' | 'file';
    language: 'typescript' | 'javascript' | 'python';
    features: string[];
  }) {
    const templatePath = this.getTemplatePath(options.template);
    const targetPath = `./${options.name}`;
    
    // Copy template
    await this.copyTemplate(templatePath, targetPath);
    
    // Customize based on options
    await this.customizeServer(targetPath, options);
    
    // Install dependencies
    await this.installDependencies(targetPath);
    
    // Generate configuration
    await this.generateConfig(targetPath);
  }
}

3. Server SDK

typescript

// MCP Server SDK
import { MCPServerBuilder } from '@modelcontextprotocol/sdk';

const server = new MCPServerBuilder()
  .name('my-custom-server')
  .version('1.0.0')
  .description('Custom MCP server for specific use case')
  .addTool('custom_operation', {
    description: 'Perform custom operation',
    inputSchema: {
      type: 'object',
      properties: {
        input: { type: 'string' }
      }
    }
  })
  .addResource('custom_data', {
    uri: 'custom://data',
    name: 'Custom Data',
    description: 'Custom data resource'
  })
  .addPrompt('custom_analysis', {
    name: 'custom_analysis',
    description: 'Analyze custom data'
  })
  .build();

Integration Patterns

1. Multi-Server Architecture

json

{
  "mcpServers": {
    "database": {
      "command": "mongodb-mcp-server",
      "args": ["--connection-string", "${DATABASE_URL}"]
    },
    "storage": {
      "command": "s3-mcp-server",
      "args": ["--bucket", "my-bucket"],
      "env": {
        "AWS_ACCESS_KEY_ID": "${AWS_ACCESS_KEY_ID}",
        "AWS_SECRET_ACCESS_KEY": "${AWS_SECRET_ACCESS_KEY}"
      }
    },
    "notifications": {
      "command": "slack-mcp-server",
      "args": ["--token", "${SLACK_TOKEN}"]
    },
    "orchestrator": {
      "command": "orchestrator-mcp-server",
      "args": ["--config", "orchestrator.json"]
    }
  }
}

2. Server Composition

typescript

// Server that composes other servers
class OrchestratorMCPServer {
  private servers: Map<string, MCPServer> = new Map();

  async initialize() {
    // Initialize child servers
    this.servers.set('database', new DatabaseMCPServer());
    this.servers.set('storage', new StorageMCPServer());
    this.servers.set('notifications', new NotificationMCPServer());
  }

  async callTool(name: string, args: any) {
    // Route to appropriate server
    if (name.startsWith('db_')) {
      return await this.servers.get('database').callTool(name, args);
    } else if (name.startsWith('storage_')) {
      return await this.servers.get('storage').callTool(name, args);
    } else if (name.startsWith('notify_')) {
      return await this.servers.get('notifications').callTool(name, args);
    } else {
      // Handle composed operations
      return await this.handleComposedOperation(name, args);
    }
  }

  private async handleComposedOperation(name: string, args: any) {
    switch (name) {
      case 'backup_database':
        // Compose multiple server operations
        const data = await this.servers.get('database').callTool('export_data', args);
        const backup = await this.servers.get('storage').callTool('upload_file', {
          data: data.content,
          path: `backups/backup-${Date.now()}.json`
        });
        await this.servers.get('notifications').callTool('send_message', {
          message: `Database backup completed: ${backup.url}`
        });
        return backup;
    }
  }
}

3. Server Federation

typescript

// Federation across multiple instances
class FederationMCPServer {
  private instances: Map<string, RemoteMCPServer> = new Map();

  async addInstance(name: string, url: string, credentials: any) {
    const instance = new RemoteMCPServer(url, credentials);
    await instance.connect();
    this.instances.set(name, instance);
  }

  async discoverTools(): Promise<Tool[]> {
    const allTools: Tool[] = [];
    
    for (const [name, instance] of this.instances) {
      const tools = await instance.listTools();
      allTools.push(...tools.tools.map(tool => ({
        ...tool,
        name: `${name}_${tool.name}`
      })));
    }
    
    return allTools;
  }

  async callTool(name: string, args: any) {
    const [instanceName, toolName] = name.split('_', 2);
    const instance = this.instances.get(instanceName);
    
    if (!instance) {
      throw new Error(`Instance not found: ${instanceName}`);
    }
    
    return await instance.callTool(toolName, args);
  }
}

Community Resources

1. Documentation

Official Docs: modelcontextprotocol.io/docs
API Reference: modelcontextprotocol.io/api
Examples: github.com/modelcontextprotocol/examples

2. Community Platforms

Discord

Server: discord.gg/modelcontextprotocol
Channels: #general, #servers, #development, #help

GitHub Discussions

URL: github.com/modelcontextprotocol/discussions
Topics: Server development, feature requests, troubleshooting

Subreddit: r/ModelContextProtocol
Content: News, tutorials, discussions

3. Learning Resources

Tutorials

markdown

# MCP Tutorial Series
1. Getting Started with MCP
2. Building Your First Server
3. Advanced Server Features
4. Security Best Practices
5. Production Deployment

Video Courses

MCP Fundamentals: 2-hour beginner course
Advanced MCP Development: 4-hour advanced course
MCP in Production: 1-hour deployment guide

Workshops

Monthly MCP Workshops: Live coding sessions
Office Hours: Community Q&A sessions
Hackathons: MCP server development challenges

Contributing to MCP Ecosystem

1. Contributing to Official Servers

bash

# Fork official repository
git clone https://github.com/modelcontextprotocol/mongodb-mcp-server.git

# Create feature branch
git checkout -b feature/new-feature

# Make changes
# ... develop and test ...

# Submit pull request
git push origin feature/new-feature

2. Creating Community Servers

Server Development Guidelines

Follow MCP Specification
- Implement required methods
- Use proper error handling
- Provide clear documentation
Security Best Practices
- Validate all inputs
- Use secure defaults
- Provide audit logging
Testing Requirements
- Unit tests > 80% coverage
- Integration tests
- Security tests

Publishing Process

bash

# Prepare server for publishing
npm run build
npm run test

# Create package.json with MCP metadata
{
  "name": "@username/my-mcp-server",
  "version": "1.0.0",
  "mcp": {
    "server": {
      "main": "dist/index.js",
      "type": "stdio",
      "capabilities": ["tools", "resources"]
    }
  }
}

# Publish to npm
npm publish

# Register with MCP registry
mcp register

3. Community Recognition

MCP Awards

Best Server Award: Annual recognition
Most Innovative: Creative use cases
Community Choice: Popular vote

Contributor Program

Top Contributors: Monthly recognition
MCP Fellows: Long-term contributors
MCP Ambassadors: Community advocates

Future Roadmap

Short Term (3-6 months)

More Official Servers: Redis, Elasticsearch, Kafka
Improved Tooling: Better CLI, debugging tools
Enhanced Security: Built-in auth, audit logging
Performance: Connection pooling, caching

Medium Term (6-12 months)

MCP Apps: Interactive UI components
Enterprise Features: SSO, RBAC, compliance
Advanced Monitoring: Metrics, tracing, alerting
Multi-tenant: Shared server instances

Long Term (1+ years)

AI-Native Features: Auto-discovery, smart routing
Edge Computing: Distributed MCP servers
Standardization: Industry-wide adoption
Ecosystem Growth: 1000+ servers

Summary

MCP Ecosystem:

✅ Growing rapidly with 200+ servers
✅ Official servers for major services
✅ Active community contributions
✅ Comprehensive registry and tooling
✅ Strong security and performance focus
✅ Clear roadmap for future development

Key Components:

Official Servers: MongoDB, Filesystem, GitHub, PostgreSQL
Community Servers: Slack, AWS, Google Drive, Jira
Registry: Discovery, versioning, security scanning
Tooling: CLI, SDK, templates, generators
Community: Discord, GitHub, documentation

Getting Involved:

Contribute to existing servers
Build custom servers
Share with community
Participate in discussions
Help improve documentation

Future Outlook:

More official servers
Enhanced security features
Better developer experience
Wider industry adoption

Kết thúc: MCP Server Tutorial Complete! 🎉

Bạn đã học xong toàn bộ MCP Server tutorial từ basics đến advanced topics. Giờ bạn có thể:

Hiểu MCP là gì và cách nó hoạt động
Build MCP server của riêng mình
Integrate với AI IDEs
Deploy production-grade servers
Contribute vào MCP ecosystem

Happy coding with MCP! 🚀

MCP Ecosystem ​

Overview ​

Official MCP Servers ​

1. MongoDB MCP Server ​

2. Filesystem MCP Server ​

3. GitHub MCP Server ​

4. PostgreSQL MCP Server ​

Community Servers ​

1. Slack MCP Server ​

2. AWS MCP Server ​

3. Google Drive MCP Server ​

4. Jira MCP Server ​

MCP Registry ​

Official Registry ​

Using the Registry ​

Search Servers ​

Install from Registry ​

Publish to Registry ​

Registry API ​

List Servers ​

Get Server Details ​

Search Servers ​

Building Custom MCP Servers ​

1. Template Generator ​

2. Server Generator CLI ​

3. Server SDK ​

Integration Patterns ​

1. Multi-Server Architecture ​

2. Server Composition ​

3. Server Federation ​

Community Resources ​

1. Documentation ​

2. Community Platforms ​

Discord ​

GitHub Discussions ​

Reddit ​

3. Learning Resources ​

Tutorials ​

Video Courses ​

Workshops ​

Contributing to MCP Ecosystem ​

1. Contributing to Official Servers ​

2. Creating Community Servers ​

Server Development Guidelines ​

Publishing Process ​

3. Community Recognition ​

MCP Awards ​

Contributor Program ​

Future Roadmap ​

Short Term (3-6 months) ​

Medium Term (6-12 months) ​

Long Term (1+ years) ​

Summary ​

MCP Ecosystem

Overview

Official MCP Servers

1. MongoDB MCP Server

2. Filesystem MCP Server

3. GitHub MCP Server

4. PostgreSQL MCP Server

Community Servers

1. Slack MCP Server

2. AWS MCP Server

3. Google Drive MCP Server

4. Jira MCP Server

MCP Registry

Official Registry

Using the Registry

Search Servers

Install from Registry

Publish to Registry

Registry API

List Servers

Get Server Details

Search Servers

Building Custom MCP Servers

1. Template Generator

2. Server Generator CLI

3. Server SDK

Integration Patterns

1. Multi-Server Architecture

2. Server Composition

3. Server Federation

Community Resources

1. Documentation

2. Community Platforms

Discord

GitHub Discussions

Reddit

3. Learning Resources

Tutorials

Video Courses

Workshops

Contributing to MCP Ecosystem

1. Contributing to Official Servers

2. Creating Community Servers

Server Development Guidelines

Publishing Process

3. Community Recognition

MCP Awards

Contributor Program

Future Roadmap

Short Term (3-6 months)

Medium Term (6-12 months)

Long Term (1+ years)

Summary