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FastAPI-MCP

A collection of 2 posts
Modern AI Integrations: MCP Server Meets REST API and Local LLMs, Part 2
MCP

Modern AI Integrations: MCP Server Meets REST API and Local LLMs, Part 2

In Part 1, we built a FastAPI-based application to manage warehouse orders and exposed it as an MCP server. We demonstrated how the Model Context Protocol (MCP) can be used to describe APIs in a structured way and make them discoverable to AI agents or MCP client. Now, in Part
01 Jun 2025 5 min read
Modern AI Integrations: MCP Server Meets REST API and Local LLMs, Part 1
MCP

Modern AI Integrations: MCP Server Meets REST API and Local LLMs, Part 1

As AI workflows become more modular and service-driven, integrating local LLMs into existing infrastructure becomes essential. One way to achieve this is through the Model Context Protocol (MCP), which allows services and models to expose structured, discoverable metadata. In this post, we demonstrate how to connect an MCP server with
31 May 2025 10 min read
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