Use Cases
Discover how MCP servers and clients can be used in various applications and workflows.
research
Deep research reports on any topic
Perform deep, time-controlled web research to produce reports.
Web content analysis
Extract and analyze content from websites
Deep research reports on any topic
Perform deep, time-controlled web research to produce reports.
development
Manage code repositories
Create, update, and manage GitHub repositories programmatically
Optimize code for AI processing
Prepare code for more efficient AI analysis and processing
Generate code from natural language
Describe what you want to build and get working code
Explain complex code
Get detailed explanations of how code works
Real-time collaborative coding
Code together with teammates in real-time
Search across your entire codebase
Find code patterns and references across repositories
lifestyle
Search & compare doctor reviews
Search and analyze doctor profiles online, compiling findings into a spreadsheet
Find the best surf times
Find optimal surf conditions by analyzing tide patterns using Stormglass API.
Find flights for travel planning
Get personalized flight recommendations using Duffel API