Articles & Guides
Agent skills and MCP workflow guides
Explore plain-language articles and direct-answer guides about agent skills, MCP skills, AI agent skills libraries, Model Context Protocol tools, and managed alternatives to local MCP setup.
Readers this month
18,420
A strong, fast-growing stream of developers exploring Milkey content.
Repeat visits
+27%
Readers keep coming back for practical agent skills and MCP workflow references.
Most-read topics
Agent skills, MCP skills, local vs managed setup
The topics developers ask about most when building production AI workflows.
Blog pages
Blog
What Are AI Agent Skills?
A developer-friendly explanation of what agent skills are, how they differ from prompts, and how MCP skills fit into real AI workflows.
Blog
MCP Skills Examples for Real AI Workflows
Concrete MCP skills examples for coding, writing, analysis, and what a strong SKILL.md-style skill looks like in production workflows.
Blog
What Is an AI Agent Skills Library?
A practical explanation of why teams need a centralized AI agent skills library and how managed MCP delivery improves workflow quality.
Blog
What Are MCP Servers?
A developer-friendly guide to MCP servers, how they connect tools to AI workflows, and why managed access can reduce setup complexity.
Blog
How Milkey Differs From Local MCP Servers
A fair comparison of Milkey and local MCP servers, covering pros, cons, setup friction, and when each model fits best.
Blog
The Problem With Modern AI Workflows
A focused breakdown of why noisy context, manual setup, and fragmented skills keep modern AI workflows from performing well.
Blog
The Solution: Milkey MCP AI Agent Skills
A direct explanation of how Milkey solves noisy context, setup fatigue, and fragmented skills with a managed AI workflow model.
Quick-answer guides
Guide
What Are MCP Skills?
A direct definition of MCP skills, how they work, and why they matter in practical AI workflows.
Guide
MCP Skills Examples
A concise answer-first page showing 10 practical MCP skill categories and what they look like in real workflows.
Guide
MCP Skills vs Agent Skills
A clear answer-first distinction between agent skills, MCP skills, and the delivery role of Model Context Protocol.
Guide
Best MCP Skills for AI Agents
A curated answer-first guide to the most useful MCP skill categories for coding, writing, and analysis workflows.
Guide
How to Build AI Agent Skills
A practical how-to guide for building AI agent skills with clear inputs, outputs, constraints, testing, and MCP delivery considerations.