MCP Integration Examples
Explore Model Context Protocol integration examples with various tools, platforms, and services, understand how to leverage MCP's powerful capabilities in different environments
AI Programming Tools
Integration with mainstream AI programming assistants
Claude Desktop
Official SupportAnthropic's official AI assistant client with native MCP support
Key Features:
- Native MCP Support
- Tool Calling
- Resource Access
- Prompt Management
Cursor
Community SupportAI code editor with MCP extension capabilities
Key Features:
- Code Generation
- Project Understanding
- Documentation Generation
- Code Refactoring
Windsurf
Community SupportAI development environment with integrated MCP toolchain
Key Features:
- Full-stack Development
- Real-time Collaboration
- Smart Suggestions
- Automated Testing
IDE Integration
Deep integration with integrated development environments
VS Code
Extension SupportMCP protocol support through extensions
Key Features:
- Syntax Highlighting
- Code Completion
- Debug Support
- Plugin Ecosystem
JetBrains IDEs
Official PluginMCP integration for IntelliJ, PyCharm, WebStorm, etc.
Key Features:
- Smart Code Analysis
- Refactoring Tools
- Version Control
- Team Collaboration
Database Integration
Connection with various database systems
MySQL
Community ImplementationMCP server implementation for MySQL database
Key Features:
- Query Execution
- Schema Inspection
- Data Export
- Secure Access
PostgreSQL
Community ImplementationAdvanced MCP integration for PostgreSQL
Key Features:
- Complex Queries
- JSON Support
- Full-text Search
- Performance Analysis
Qdrant
Official SupportMCP server for vector database
Key Features:
- Vector Search
- Semantic Retrieval
- AI Embeddings
- Similarity Calculation
Cloud Services Integration
Integration with mainstream cloud platforms and services
AWS
Community ImplementationMCP connector for Amazon Web Services
Key Features:
- EC2 Management
- S3 Storage
- Lambda Functions
- CloudWatch Monitoring
Azure
In DevelopmentMicrosoft Azure platform integration
Key Features:
- Virtual Machines
- Storage Services
- AI Services
- DevOps Tools
Google Cloud
PlannedMCP adaptation for Google Cloud Platform
Key Features:
- Compute Engine
- BigQuery
- AI Platform
- Kubernetes
Collaboration Tools
Integration with team collaboration platforms
Slack
Community ImplementationMCP integration for Slack bots
Key Features:
- Message Processing
- File Sharing
- Workflow Automation
- Notification Management
Discord
Community ImplementationDiscord bot with MCP protocol support
Key Features:
- Voice Processing
- Text Analysis
- User Management
- Channel Automation
Notion
In DevelopmentMCP connection for Notion workspace
Key Features:
- Page Creation
- Database Operations
- Content Generation
- Knowledge Management
Development Tools
Integration with development workflows
GitHub
Community ImplementationMCP integration for GitHub repositories and API
Key Features:
- Code Review
- Issue Management
- PR Automation
- CI/CD Integration
Docker
Community ImplementationMCP support for containerized environments
Key Features:
- Image Management
- Container Operations
- Network Configuration
- Storage Management
Figma
Community ImplementationMCP integration for design tools
Key Features:
- Design Reading
- Component Generation
- Prototype Analysis
- Automated Design
Real-world Application Scenarios
See how MCP integration solves real-world problems
Intelligent Code Assistant
Combine multiple MCP servers to create a comprehensive programming assistant
Tech Stack:
Core Benefits:
- Code Generation
- Database Queries
- Documentation Generation
- Project Understanding
Automated DevOps
Automate deployment and monitoring processes through MCP protocol
Tech Stack:
Core Benefits:
- Automated Deployment
- Status Monitoring
- Failure Notifications
- Resource Management
Intelligent Customer Service
Build MCP-based customer service solutions
Tech Stack:
Core Benefits:
- Auto Reply
- Knowledge Retrieval
- Issue Classification
- Service Analytics
Content Creation Assistant
Leverage MCP to integrate multiple content creation tools
Tech Stack:
Core Benefits:
- Content Planning
- Asset Generation
- Research Assistance
- Publishing Automation
Start Your MCP Integration Journey
Choose integration solutions suitable for your project, or create your own MCP server to extend existing tool capabilities