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MCPPythonAI/MLETLAWSAPIsData Engineering
MadKudu — MCP Server & AI-Ready Data Platform
Designed MCP server infrastructure and AI-ready data APIs for seamless AI agent integration
The Challenge
Company transitioning to AI-native architecture needed robust MCP server infrastructure and AI-ready data APIs. Existing systems weren't designed for AI agent consumption.
The Approach
Designed MCP (Model Context Protocol) server components, redesigned internal APIs for AI agent consumption, and optimized ETL pipelines for real-time data availability.
The Solution
Built MCP server for AI agent integration, exposed AI-first Data APIs optimized for context retrieval, and created a support agent for automated issue triage and resolution.
Results
1
Issue first investigation time reduced by 15%
2
Issue resolution time reduced by 25%
3
Enabled seamless AI agent integration across systems