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How to Develop an MCP Server From Scratch
AI Agents AI Automation FastAPI
Oct 09, 2025
5 min read
425

How to Develop an MCP Server From Scratch

The Model Context Protocol (MCP) is fast becoming a foundational standard in the AI / agent ecosystem. It defines a uniform way for large language models (LLMs) or AI agents to access external tools, resources, and prompts via a well-defined protocol. MCP servers act as bridges between agents

What Is MCP Server and How It Works
Agent as a Judge AI Agents AI integration
Oct 08, 2025
5 min read
242

What Is MCP Server and How It Works

In the landscape of AI agents and tool-enabled language models, MCP (Model Context Protocol) is emerging as a foundational standard. MCP Servers act as bridges that allow large language models (LLMs) or agent clients to call tools, access resources, and interact with external systems in a structured