MCP vs API: What Is the Difference?
Learn the difference between MCP and APIs in beginner-friendly language, with simple examples, practical use cases, and a clear mental model.
Model Content Protocol (MCP) provides a standardized way for AI models to interact with systems by organizing and exchanging content efficiently. We offer complete hands-on MCP tutorials and practical examples to help you implement MCP smoothly from start to finish.
Learn the difference between MCP and APIs in beginner-friendly language, with simple examples, practical use cases, and a clear mental model.
Learn how to connect the Codex App to Jira with MCP using Atlassian's official Rovo MCP Server and the local mcp-remote proxy.
Learn common AI terms in simple language, including prompts, LLMs, tokens, embeddings, RAG, agents, MCP, hallucinations, and fine-tuning.
Learn how to connect Claude Desktop to a local dbt project with the official dbt MCP server and safe dbt CLI access.
Learn how to connect Claude Desktop to GitHub using GitHub's official MCP server, Docker, and a secure Personal Access Token setup.
Learn how to connect Claude Desktop to an existing local Excel file by configuring a ready-made Excel MCP server.
📘 Introduction Welcome back to another hands-on OpenAI tutorial! 🚀 In this guide, we’ll show you step-by-step how to add MCP Servers to your AI Agent using the OpenAI Agents SDK. By the end of this tutorial, you’ll know how to extend your agent’s abilities by...
📘 Introduction Welcome back to another hands-on OpenAI tutorial! 🚀 In this guide, we’ll show you step-by-step how to add MCP Servers to your LLM using the OpenAI Python SDK. By the end of this tutorial, you’ll know how to extend your model’s abilities by connecting...
📘Introduction Welcome to this hands-on FastMCP tutorial! In this guide, we’ll walk you step by step through deploying and testing your first FastMCP server on FastMCP Cloud. Deploying is a crucial step because it makes your FastMCP server accessible, usable, and ready for real-world applications. ✅ Prerequisites Before...