AI Agent Architecture with the Model Context Protocol
Completed by Nethra Prakash Konindala
May 16, 2026
6 hours (approximately)
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What you will learn
Analyze the LLM Context Window constraint and token cost as primary drivers for specialized architecture.
Design and implement the MCP Server/Client framework and construct two core services (RAG and Sliding Window Cache) for efficient context management.
Develop an intelligent agent that uses a tool protocol for dynamic, context-aware decision-making.
Skills you will gain
- Category: Model Evaluation
- Category: Generative AI Agents
- Category: Token Optimization
- Category: Tool Calling
- Category: Model Context Protocol
- Category: Memory Management
- Category: Enterprise Architecture
- Category: Routing Protocols
- Category: Agentic systems
- Category: Application Deployment
- Category: Context Engineering
- Category: Context Management
