#mcp Development Tutorials & Tips | Roast Dev

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AI Agents and the Future of App Development: A Beginner's Guide (101)

Software development is evolving—and fast. The latest game-changer? AI agents. These are not just fancy chatbots; they are smart digital coworkers who can think, reason, and act. If you're a develop...

19.04.2025 0 Read More

Open Source MCP Playground - TRMX.Ai

We just made Trmx agent open-source! Over the past two months, we've been building Trmx agent — a lightweight LLM + MCP Playground to help developers connect LLMs and MCP servers faster and easier. ...

19.04.2025 0 Read More

Supercharging My VS Code AI Agent with Local RAG

My AI Agent Needed a Better Memory Working with AI assistants directly in my IDE (like Cline or Roo Code in VS Code) has become a core part of my workflow, especially for personal reflection ...

20.04.2025 0 Read More

Understanding MCP Architecture: The Control Plane for Responsible AI at Scale

Understanding MCP Architecture: The Control Plane for Responsible AI at ScaleAs large-scale AI systems mature, enterprises are moving beyond just training and deploying models — they're looking for ...

20.04.2025 0 Read More

How I built a AI Agent server

Hi everyone, hope you are all doing well. Today I am going to share how I built an AI agent server and deployed it as API. I'm pretty sure, many of you know by now, what an AI agent is and how much po...

20.04.2025 0 Read More

Introducing MCP Server Boilerplate: Build Extensible Python MCP Servers for LLMS and Agents

MCP Server Boilerplate (Python) 🚀 I'm excited to share MCP Server Boilerplate, a production-ready, extensible template for building Model Context Protocol (MCP) servers in Python. This pro...

20.04.2025 0 Read More

🧠 Building an MCP Server with fastapi-mcp for Stock Analysis: A Step-by-Step Guide

The Model Context Protocol (MCP) enables seamless integration of contextual data into AI tools like Claude Desktop, enhancing their capabilities. In this guide, we'll walk through creating an MCP serv...

20.04.2025 0 Read More

From stdio to HTTP SSE: Host Your MCP Server with APISIX API Gateway

Introduction In contemporary API infrastructure, HTTP protocols and streaming communications (like SSE, WebSocket) have become mainstream for building real-time, interactive applications. Ove...

21.04.2025 0 Read More

Why Your Coding Agent Keeps Failing — And How to Make It Project-Aware with MCP

Coding Agents: Why “Smart” Isn't Always “Accurate” We often imagine a Coding Agent as a reliable assistant who can generate clean, consistent, and well-integrated code. But in reality...

21.04.2025 0 Read More

Supercharge VSCode GitHub Copilot using Model Context Protocol (MCP) - Easy Setup Guide

Introduction GitHub Copilot Chat allows developers to use natural language in a conversational manner, asking questions and getting contextual help. But what if you could take this a step fur...

21.04.2025 0 Read More

AI Agents and the Future of App Development: A Beginner's Guide (101)

Open Source MCP Playground - TRMX.Ai

Supercharging My VS Code AI Agent with Local RAG

Understanding MCP Architecture: The Control Plane for Responsible AI at Scale

How I built a AI Agent server

Introducing MCP Server Boilerplate: Build Extensible Python MCP Servers for LLMS and Agents

🧠 Building an MCP Server with fastapi-mcp for Stock Analysis: A Step-by-Step Guide

From stdio to HTTP SSE: Host Your MCP Server with APISIX API Gateway

Why Your Coding Agent Keeps Failing — And How to Make It Project-Aware with MCP

Supercharge VSCode GitHub Copilot using Model Context Protocol (MCP) - Easy Setup Guide

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