MCP Server Development

When to Use

• Building a server that exposes tools, data, or prompt templates to any MCP-compatible AI client (Claude Desktop, Claude Code, Cursor, VS Code Copilot)
• Integrating AI agents with internal systems: databases, Airflow, Kafka, REST APIs, filesystems
• Creating a reusable integration layer — write once, works in all MCP-compatible clients
• Exposing platform operations to Claude Code agents without custom integrations per client

Architecture