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codemcp

作者 ezyang · ezyang/codemcp

Minimal MCP coding agent for Claude Desktop — read/write/run, nothing else.

codemcp turns Claude Desktop into a usable coding agent without paying for Claude Code. It exposes just enough to be productive: a file reader/writer, a shell runner, and a project init step. Designed to be small, auditable, and easy to bring your own restrictions.

為什麼要用

核心特性

即時演示

實際使用效果

codemcp.replay ▶ 就緒
0/0

安裝

選擇你的客戶端

~/Library/Application Support/Claude/claude_desktop_config.json  · Windows: %APPDATA%\Claude\claude_desktop_config.json
{
  "mcpServers": {
    "codemcp": {
      "command": "uvx",
      "args": [
        "codemcp"
      ]
    }
  }
}

開啟 Claude Desktop → Settings → Developer → Edit Config。儲存後重啟應用。

~/.cursor/mcp.json · .cursor/mcp.json
{
  "mcpServers": {
    "codemcp": {
      "command": "uvx",
      "args": [
        "codemcp"
      ]
    }
  }
}

Cursor 使用與 Claude Desktop 相同的 mcpServers 格式。專案級設定優先於全域。

VS Code → Cline → MCP Servers → Edit
{
  "mcpServers": {
    "codemcp": {
      "command": "uvx",
      "args": [
        "codemcp"
      ]
    }
  }
}

點擊 Cline 側欄中的 MCP Servers 圖示,然後選 "Edit Configuration"。

~/.codeium/windsurf/mcp_config.json
{
  "mcpServers": {
    "codemcp": {
      "command": "uvx",
      "args": [
        "codemcp"
      ]
    }
  }
}

格式與 Claude Desktop 相同。重啟 Windsurf 生效。

~/.continue/config.json
{
  "mcpServers": [
    {
      "name": "codemcp",
      "command": "uvx",
      "args": [
        "codemcp"
      ]
    }
  ]
}

Continue 使用伺服器物件陣列,而非映射。

~/.config/zed/settings.json
{
  "context_servers": {
    "codemcp": {
      "command": {
        "path": "uvx",
        "args": [
          "codemcp"
        ]
      }
    }
  }
}

加入 context_servers。Zed 儲存後熱重載。

claude mcp add codemcp -- uvx codemcp

一行命令搞定。用 claude mcp list 驗證,claude mcp remove 移除。

使用場景

實戰用法: codemcp

Use Claude Desktop as a free Claude Code replacement

👤 Devs on Claude Pro (not Max) who want agentic coding ⏱ ~15 min intermediate

何時使用: You don't want to pay for Claude Code but want the same loop in Desktop.

前置條件
  • Server/skill installed and authenticated — See repo README
步驟
  1. Init a project
    Initialize codemcp in /repos/my-project. Whitelist pytest and ruff only.✓ 已複製
    → codemcp.toml written with those two commands
  2. Iterate
    Add a /healthz endpoint and a test for it. Run pytest after.✓ 已複製
    → File edits + green test output, auto-committed

結果: Coding-agent workflow in plain Claude Desktop — every step a git commit.

注意事項
  • RunCommand only runs what's whitelisted in codemcp.toml — RunCommand only runs what's whitelisted in codemcp.toml — list every command you'll need upfront.
搭配使用: github · filesystem

組合

與其他 MCP 搭配,撬動十倍槓桿

codemcp + github

Pair with github for complementary capabilities

Use this server together with github to complete a multi-step task.✓ 已複製
codemcp + filesystem

Pair with filesystem for complementary capabilities

Use this server together with filesystem to complete a multi-step task.✓ 已複製

工具

此 MCP 暴露的能力

工具輸入參數何時呼叫成本
ReadFile path: str Inspect code before editing free
EditFile path, old, new Make a surgical change free
RunCommand command: str Run tests or scripts whitelisted in codemcp.toml free

成本與限制

運行它的成本

API 配額
See provider docs for rate limits
每次呼叫 Token 數
Varies by tool
費用
See repo README for pricing details
提示
Cache tool results and avoid repeated identical calls.

安全

權限、密鑰、影響範圍

憑證儲存: Use environment variables; never commit secrets
資料出站: Tool calls go to the provider's API as documented

故障排查

常見錯誤與修復

command not in allowlist

Add the command to codemcp.toml under [commands] before asking Claude to run it.

驗證: cat codemcp.toml
edit didn't match

EditFile uses exact match. Read the file first and copy the exact old string including whitespace.

驗證: ReadFile and compare

替代方案

codemcp 對比其他方案

替代方案何時用它替代權衡
Claude CodeYou're on Claude Max and want first-party integrationPaid; codemcp is free + open source

更多

資源

📖 閱讀 GitHub 上的官方 README

🐙 查看未解決的 issue

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