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Glossary term

MCP Server

Updated Oct 17, 2026

In short

A program that exposes tools, resources or prompt templates to compatible AI applications through the Model Context Protocol.

An MCP server acts as the provider side of an MCP integration. It may expose read-only resources, such as documentation, or tools that perform actions, such as searching an issue tracker or creating a ticket. A server can run locally or remotely, depending on the integration.

A small server might offer one read-only tool that searches internal documentation and nothing else. A more powerful one might create tickets or send messages, which deserves tighter permissions and a human-in-the-loop confirmation step. Tool names and descriptions are read by the model, so write them plainly and describe each tool schema clearly; vague descriptions invite the wrong call.

Treat every exposed capability as an API surface. Limit permissions, validate parameters, avoid returning unnecessary secrets and require confirmation for consequential actions. Related: Model Context Protocol (MCP), MCP Client.