Code Review
Use AI agents to review pull requests, catch bugs, suggest improvements, and enforce coding standards.
Servers that work for this
What can you build with MCP servers?
Real-world use cases applied across our verified marketplace. Pick a use case, then choose the right server.
Incident Response
Respond to production incidents faster: query logs, post status updates, coordinate across tools — all from your AI agent.
Servers that work for this
Customer Refunds
Issue refunds, look up payment history, and resolve customer disputes — all through natural-language AI commands.
Servers that work for this
Analytics & Reporting
Query your data warehouse, run reports, and surface insights through natural-language AI conversations.
Auto-Generated Documentation
Keep your docs current automatically: generate from code, update on changes, publish to your wiki.
Data Migration
Migrate data between systems with AI orchestration: extract, transform, validate, load — all conversationally.
Servers that work for this
Support Ticket Triage
Classify, route, and respond to support tickets with AI — handle 80% of common cases automatically.
API Integration Testing
Test API integrations conversationally: hit endpoints, validate responses, simulate edge cases.