Quick answer
Claude Code is a coding agent for working with a codebase. It is built around reading a project, editing files, running commands, and verifying results. Claude Desktop is the desktop app for Claude. It is a graphical entry point for conversations, desktop extensions, local MCP servers, and some desktop workflows such as Cowork or Code features. They may share some capabilities, but they are not the same product surface. Their setup, permission model, MCP behavior, and Gateway configuration can differ.When this matters
- You are choosing between Claude Code CLI and Claude Desktop
- You want Claude to modify a repository
- You are configuring Claude Desktop Gateway or MCP
- You use Claude Code through a terminal, IDE, desktop app, or web
- You are debugging a mismatch between desktop and CLI behavior
Key concepts
| Area | Claude Code | Claude Desktop |
|---|---|---|
| Main role | Coding agent | Desktop app |
| Common entry | Terminal, IDE, desktop, web | macOS or Windows desktop app |
| Codebase work | Designed for file reads, edits, and commands | Depends on Desktop features, extensions, Cowork, or Code mode |
| Setup focus | Project directory, permissions, CLAUDE.md, API provider | Login, desktop extensions, MCP, Gateway |
| Best fit | Code changes, tests, review, automation | Conversations, desktop connectors, visual workflows |
Recommended choice
Use Claude Code when you want an agent to work directly inside a codebase. Its workflow is built around the project directory, file changes, commands, and verification. Use Claude Desktop when you want a graphical Claude app, desktop extensions, local MCP servers, or Desktop-specific workflows. If you use Code or Cowork inside Desktop, still check whether you are using bundled Claude Code behavior or a separate Claude Code CLI setup. For third-party APIs, follow the protocol supported by the current surface. In this documentation, Claude Code useshttps://www.llmeasy.ru. Do not put the OpenAI-compatible https://www.llmeasy.ru/v1 directly into an Anthropic-compatible Gateway field.
Common mistakes
- Assuming Claude Desktop automatically installs or replaces Claude Code CLI.
- Copying Desktop MCP settings into Claude Code, or the reverse.
- Treating a Claude.ai subscription as an API Key.
- Using an OpenAI-compatible Base URL in a Claude Desktop Gateway field that expects Anthropic-compatible traffic.
- Assuming Desktop features replace Claude Code permissions, hooks, or command policies.
About LLMEasy
LLMEasy is part of the model API layer. It can provide compatible endpoints in places where the tool supports a custom API Key and Base URL. It does not merge Claude Code and Claude Desktop into one setup. You still need to follow the protocol, Gateway, MCP, and permission model of the surface you are using.Related docs
- What is Claude Code and how does it work?
- Does Claude Code use a Claude.ai account or an API Key?
- Can Claude Desktop use third-party models?
- Claude Desktop API setup guide