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

C

Claude Desktop

Official Support

Anthropic's official AI assistant client with native MCP support

Key Features:

  • Native MCP Support
  • Tool Calling
  • Resource Access
  • Prompt Management
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Cursor

Community Support

AI code editor with MCP extension capabilities

Key Features:

  • Code Generation
  • Project Understanding
  • Documentation Generation
  • Code Refactoring
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Windsurf

Community Support

AI development environment with integrated MCP toolchain

Key Features:

  • Full-stack Development
  • Real-time Collaboration
  • Smart Suggestions
  • Automated Testing
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IDE Integration

Deep integration with integrated development environments

VS Code

Extension Support

MCP protocol support through extensions

Key Features:

  • Syntax Highlighting
  • Code Completion
  • Debug Support
  • Plugin Ecosystem
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JetBrains IDEs

Official Plugin

MCP integration for IntelliJ, PyCharm, WebStorm, etc.

Key Features:

  • Smart Code Analysis
  • Refactoring Tools
  • Version Control
  • Team Collaboration
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Database Integration

Connection with various database systems

MySQL

Community Implementation

MCP server implementation for MySQL database

Key Features:

  • Query Execution
  • Schema Inspection
  • Data Export
  • Secure Access
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PostgreSQL

Community Implementation

Advanced MCP integration for PostgreSQL

Key Features:

  • Complex Queries
  • JSON Support
  • Full-text Search
  • Performance Analysis

Qdrant

Official Support

MCP server for vector database

Key Features:

  • Vector Search
  • Semantic Retrieval
  • AI Embeddings
  • Similarity Calculation
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Cloud Services Integration

Integration with mainstream cloud platforms and services

AWS

Community Implementation

MCP connector for Amazon Web Services

Key Features:

  • EC2 Management
  • S3 Storage
  • Lambda Functions
  • CloudWatch Monitoring

Azure

In Development

Microsoft Azure platform integration

Key Features:

  • Virtual Machines
  • Storage Services
  • AI Services
  • DevOps Tools

Google Cloud

Planned

MCP adaptation for Google Cloud Platform

Key Features:

  • Compute Engine
  • BigQuery
  • AI Platform
  • Kubernetes

Collaboration Tools

Integration with team collaboration platforms

Slack

Community Implementation

MCP integration for Slack bots

Key Features:

  • Message Processing
  • File Sharing
  • Workflow Automation
  • Notification Management

Discord

Community Implementation

Discord bot with MCP protocol support

Key Features:

  • Voice Processing
  • Text Analysis
  • User Management
  • Channel Automation

Notion

In Development

MCP connection for Notion workspace

Key Features:

  • Page Creation
  • Database Operations
  • Content Generation
  • Knowledge Management

Development Tools

Integration with development workflows

GitHub

Community Implementation

MCP integration for GitHub repositories and API

Key Features:

  • Code Review
  • Issue Management
  • PR Automation
  • CI/CD Integration

Docker

Community Implementation

MCP support for containerized environments

Key Features:

  • Image Management
  • Container Operations
  • Network Configuration
  • Storage Management
F

Figma

Community Implementation

MCP integration for design tools

Key Features:

  • Design Reading
  • Component Generation
  • Prototype Analysis
  • Automated Design
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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:

Claude DesktopGitHub MCPDatabase MCPDocumentation MCP

Core Benefits:

  • Code Generation
  • Database Queries
  • Documentation Generation
  • Project Understanding

Automated DevOps

Automate deployment and monitoring processes through MCP protocol

Tech Stack:

AWS MCPDocker MCPSlack MCPMonitoring MCP

Core Benefits:

  • Automated Deployment
  • Status Monitoring
  • Failure Notifications
  • Resource Management

Intelligent Customer Service

Build MCP-based customer service solutions

Tech Stack:

Discord MCPDatabase MCPKnowledge Base MCPAnalytics MCP

Core Benefits:

  • Auto Reply
  • Knowledge Retrieval
  • Issue Classification
  • Service Analytics

Content Creation Assistant

Leverage MCP to integrate multiple content creation tools

Tech Stack:

Notion MCPImage Gen MCPResearch MCPSocial Media MCP

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