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Comparisons

MCP and Agent Skills sit next to a lot of similar-sounding ideas. These pages separate them one pair at a time, so you can pick the right layer for the problem in front of you.

The frame behind every comparison

Almost every confusing comparison in this space collapses into one question: are we talking about what an agent can reach, or about what an agent should do? MCP and everything like it answers the first. Skills and everything like them answer the second.

Keep that split in mind and the individual comparisons stop blurring together.

LayerQuestion it answersPages in this group
AccessWhat can the agent reach?MCP, MCP server, MCP client, MCP vs API
ProcedureWhat should the agent do?Skill, SKILL.md, Skill vs prompt
BoundaryWhich layer owns this concern?MCP vs Skill, MCP vs function calling

Start with the comparison you need

MCP vs Skill

The core split. MCP gives access, Skills give procedure, and real workflows use both. Read this one first.

MCP vs a normal API

You already have a REST endpoint. Why is that not automatically an MCP server, and when does wrapping it pay off?

MCP vs function calling

Both let a model call tools. One is built into the model's runtime, the other is a protocol across systems.

Skill vs prompt

A prompt is a single instruction. A Skill is a packaged, versioned, activatable procedure. The difference shows up in reliability.

MCP server vs client

The two halves of one connection. Confusing them causes most beginner implementation mistakes.

What is MCP?

Not a comparison but the prerequisite: the definition, the parts, and the request flow.

If you only remember one table

Match your problem to a layer before you pick a format.

Cannot reach the systemYou have an access problem. Start with MCP and the client/server split.
Reaches it, does it wrongYou have a procedure problem. Start with Skill structure and activation.
Already have an APIYou have a wrapping problem. Read MCP vs a normal API before adding a server.
Model already calls tools fineYou may only need the Skill layer. Read MCP vs function calling to check.

Where to go next

If the frame is clear, move from comparison to practice: MCP Quickstart builds one reachable capability, and Skill Quickstart packages one repeatable procedure. To see them used together, read How MCP and Skills work together.