AI & Model Context Protocol
Build with Anthropic's MCP, AI agents, and the open-protocol layer powering 2026.
Browse all 18 articles ↓All AI & Model Context Protocol articles
18 articles in this topic.
Why Model Context Protocol Is Eating “AI Plugins” in 2026
An opinion piece on why Model Context Protocol overtook vendor-specific AI plugin stores in 2026 — the structural reasons standards beat mar…
Designing Great MCP Tool Schemas: Best Practices and Anti-Patterns
The 10 schema-design rules that separate a great MCP server from a frustrating one — descriptions that help the LLM choose, enums over free …
Building a Slack MCP Server with OAuth: A Complete Tutorial
Step-by-step tutorial for building a Slack MCP server with OAuth — five real tools (search, list, history, post, user info), rate-limit hand…
10 Common MCP Server Bugs and How to Fix Them
Ten of the most common MCP server bugs developers hit — what causes each one and the exact fix, plus a pre-debugging checklist and the three…
Using MCP Servers with Cursor IDE: Step-by-Step Setup Guide
Complete step-by-step guide to using MCP servers with Cursor IDE — global vs project configs, hot reload, env var expansion, auto-run polici…
MCP Tools vs Resources vs Prompts: Which Do You Actually Need?
A clear explanation of MCP's three primitives — tools, resources, and prompts — with code examples and a decision flowchart for picking the …
20 Best Open-Source MCP Servers You Should Try in 2026
A curated 2026 list of 20 open-source MCP servers worth installing — developer essentials, productivity SaaS, data & search, web automation,…
How to Add MCP Servers to Claude Desktop: Complete Configuration Guide
Complete configuration guide for adding MCP servers to Claude Desktop — file location, JSON shape, multi-server setup, secrets via env, loca…
Building a GitHub MCP Server (with Authentication)
Step-by-step guide to building a custom GitHub MCP server in Node.js with Personal Access Token auth, Octokit, pagination, rate limits, and …
Connect Postgres to Claude Using an MCP Server
How to connect Postgres to Claude using MCP — the official server, the layered security model (dedicated user, views, timeouts), and a custo…
Wrap Any REST API as an MCP Server: The Universal Pattern
The universal pattern for wrapping any REST API as an MCP server — naive mapping vs LLM-friendly tool design, auth, pagination, error handli…
Build an MCP Server with TypeScript: A Complete Tutorial
A production-grade tutorial for building a type-safe MCP server in TypeScript — strict typing, Zod-inferred handler arguments, error handlin…
Build Your First MCP Server in Node.js (Step-by-Step Tutorial)
A complete step-by-step tutorial for building your first MCP server in Node.js — from npm init to a published server integrated with Claude …
MCP vs LangChain Tools: An Honest Comparison
An honest comparison of MCP and LangChain Tools — process model, portability, performance, and the bridge pattern that lets you use both in …
MCP vs OpenAI Function Calling: Which Should You Use in 2026?
A practical comparison of OpenAI function calling vs Model Context Protocol (MCP) — when each is the right tool, how they differ, and how to…
MCP Architecture Explained: Clients, Servers, Transports, and Tools
A deep architectural walkthrough of Model Context Protocol — hosts, clients, transports (stdio, HTTP+SSE, Streamable HTTP), the JSON-RPC mes…
MCP vs API: Understanding the Difference for AI-Powered Applications
A code-first comparison of Model Context Protocol (MCP) vs traditional REST APIs — what makes them different, when to use each, and how to c…
What is Model Context Protocol (MCP)? A Beginner’s Guide for Developers
A clear, beginner-friendly developer's guide to Model Context Protocol (MCP) — what it is, why Anthropic built it, how the client-server arc…