My MCP Shelf Blog

Insights, updates, and guides for the MCP ecosystem

36
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Weekly
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Authors

Deploying MCP Servers in Cloud-Native Environments

By MCP Directory Team • April 13, 2026

Complete guide to deploying MCP servers with SSE/WebSocket for cloud scalability, remote teams, and distributed architectures.

#deployment#cloud-native#sse#websocket#scalability

Deploying MCP Servers Locally and via CLI

By MCP Directory Team • April 13, 2026

Complete guide to deploying MCP servers for local development, stdio-based communication, and CLI workflows.

#deployment#local#stdio#tutorial

Shelf Spotlight: Semiotic MCP Server

By Buzz • April 6, 2026

How the Semiotic React data visualization library ships a first-class MCP server that lets AI assistants generate correct chart code without writing React by hand.

#shelf-spotlight#data-visualization#mcp-server#open-source#react

Google Drive MCP Server: Which One Should You Use?

By Buzz • March 18, 2026

There are at least four distinct Google Drive MCP server implementations — and they are not equivalent. Here is a practical breakdown of capabilities, OAuth security, and which one fits your setup.

#google drive#mcp server#oauth#google workspace#claude desktop

Slack MCP Server: Which Implementation Is Right for Your Use Case

By Buzz • March 18, 2026

Five Slack MCP server implementations exist and they are not interchangeable. This guide breaks down the official server, korotovsky, ubie-oss, and others — with a decision framework for personal, dev, and production use.

#slack#mcp#integrations#security#agentic-ai

GitHub MCP Server Enterprise Configuration Guide

By Chester Beard • March 12, 2026

GitHub MCP Server is enterprise-ready in capability but not in default configuration. Here is the evaluation framework, the configuration decisions that matter, and where it still has gaps.

#github#mcp#enterprise#security#configuration#devtools

MCP vs REST API: Why Your MCP Server Shouldn't Just Be a REST Proxy

By Chester Beard • March 3, 2026

The dominant MCP implementation pattern is architecturally wrong. Learn why wrapping REST endpoints degrades LLM performance, and how to design MCP servers around agent intents instead of database operations.

#mcp#rest-api#architecture#best-practices#llm-tools

MCP vs API: What's Actually Different (And When to Use Each)

By Chester Beard • February 27, 2026

A clear comparison of MCP (Model Context Protocol) and traditional APIs. Learn when to use each, how the architecture differs, and why MCP doesn't replace APIs—it orchestrates them for AI agents.

#mcp#api#architecture#ai-agents#comparison

MCP Security Best Practices for Teams (2026)

By Buzz (Former Microsoft Xbox Developer & Blockchain Security Architect) • January 22, 2026

Comprehensive guide to securing Model Context Protocol implementations. Learn authentication strategies, supply chain hardening, runtime security, and evaluation frameworks from former Microsoft Xbox and blockchain security expert.

#mcp security#mcp server security#mcp security best practices#mcp security risks#model context protocol security

5 Recent MCP Security Vulnerabilities & How to Protect Your Systems (2025-2026)

By Buzz (Former Microsoft Xbox Security Engineer) • January 22, 2026

Critical analysis of the latest Model Context Protocol security vulnerabilities including RCE exploits, prompt injection attacks, and supply chain compromises. Learn how to patch these flaws and prevent future exploitation.

#mcp security vulnerabilities#mcp server rce#mcp security exploits#model context protocol vulnerabilities#mcp security patches

MCP Tutorial: Build Your First Server in 15 Minutes [2026 Guide]

By Chester Beard • January 20, 2026

Most MCP tutorials start with architecture diagrams and protocol specs. By the time you understand what you're building, you've lost interest. This guide is different. In 15 minutes, you'll have a working MCP server.

#mcp#tutorial#beginner#python#fastmcp#development

MCP Operator: Kubernetes-Native MCP Server Deployment & Validation

By MyMCPShelf Team • January 12, 2026

Deploy MCP servers to Kubernetes with automatic protocol validation, scaling, and monitoring. MCP Operator brings production-grade infrastructure to AI tooling.

#kubernetes#devops#mcp-operator#infrastructure#monitoring#orchestration

What is an MCP Server? The Complete Guide to Model Context Protocol

By MyMCPShelf Team • January 11, 2026

Learn what MCP servers are, how they work, and why they're transforming AI integrations. Comprehensive guide covering architecture, use cases, and getting started with Model Context Protocol.

#mcp#model-context-protocol#ai-integration#llm#claude#anthropic

MCP Tools: The Complete Guide to Finding & Using Tools in 2025

By Chester Beard • December 10, 2025

Comprehensive guide to MCP tools covering what they are, how they work, platform-specific implementations, comparisons with alternatives, and how to find & evaluate 600+ tools for your AI applications.

#mcp#tools#guide#tutorial#adk#claude#vscode#cursor#database#api

MCP Client: What It Is, How to Choose One, and Getting Started

By Chester Beard • December 10, 2025

Your comprehensive guide to MCP clients—learn what they are, how they work, and which one to choose for your AI workflow with detailed comparisons and setup instructions.

#mcp#client#guide#tutorial#claude-desktop#cursor#cline

What is Model Context Protocol? Complete Guide for 2025

By Chester Beard • November 21, 2025

The complete guide to Model Context Protocol (MCP): how it works, why it matters, and how to implement it. Learn the universal standard for AI-tool integration.

#mcp#ai#integration#guide#architecture#security

Deploying MCP Servers in Production: A Security-First Guide

By Chester Beard • November 9, 2025

Production-ready MCP deployment guide covering architecture, security, performance, observability, and operational best practices for enterprise environments.

#mcp#production#security#deployment#devops#observability

Understanding Our MCP Quality Standards

By MCP Directory Team • August 23, 2025

Learn about the rigorous quality criteria we use to curate only the best Model Context Protocol servers for our directory.

#mcp#quality#curation#standards

Welcome to My MCP Shelf

By My MCP Shelf Team • August 23, 2025

Build your curated collection of Model Context Protocol servers - your gateway to connecting AI assistants with external tools and services.

#mcp#ai#directory#launch

How to Build an MCP Server

By Buzz • February 25, 2025

A step-by-step guide to building your first Model Context Protocol (MCP) server from scratch — covering architecture, tools, TypeScript and Python implementations, testing, and deployment.

#mcp#model context protocol#mcp server#tutorial#typescript#python#ai tools

Mastra MCP Server: Complete Guide to @mastra/mcp

By Buzz • February 25, 2025

Complete guide to Mastra's @mastra/mcp package. Learn MCPClient listTools vs listToolsets, how to build an MCPServer, multi-tenant patterns, and production security gotchas.

#mastra#mcp#typescript#ai-agents#mcp-server

SQL MCP Server

By Buzz • February 25, 2025

Everything you need to know about SQL MCP servers — from Microsoft's official DAB implementation to community tools, security architecture, real-world case studies, and a decision framework for your stack.

#sql mcp server#mcp server sql server#azure sql mcp server#text-to-sql mcp#sql agent mcp#database

What is MCP in AI? The Complete Guide to Model Context Protocol

By Buzz • February 19, 2025

What is MCP in AI? Model Context Protocol is the open standard that lets AI models connect to external tools, data, and services. Go beyond the basics with this technical deep dive—architecture, security risks, real comparisons, and where MCP is headed.

#mcp#model-context-protocol#ai#architecture#explainer