🇯🇵 日本語のREADME是こちら

** 📦 软件包迁移通知**：该软件包原为@mkxultra/claude-code-mcp，现已更名为ai-cli-mcp，以反映其对多种AI指令管理工具的扩展支持。

一个MCP（模型上下文协议）服务器，允许在后台进程中运行AI命令行工具（Claude、Codex、Gemini、OpenCode、Grok和Pi），并实现自动权限处理。

你有没有注意到Cursor有时在复杂、多步骤的编辑或操作上会遇到困难？这台服务器配备了强大的统一run工具，使多个AI代理能够更有效地处理你的编码任务。

演示

概述

该MCP服务器提供了LLM可用来与AI操作操作工具交互的工具。当与MCP客户端集成时，它允许LLM能够：

• 运行 Claude CLI，绕过所有权限（使用 --dangerously-skip-permissions）
• 执行Codex CLI并绕过审批和沙箱（使用--dangerously-bypass-approvals-and-sandbox）
• 通过反重力CLI（agy --print、stream-json和--dangerously-skip-permissions）执行双子座模型

AI CLI MCP Server

🇯🇵 日本語のREADMEはこちら

📦 Package Migration Notice: This package was formerly @mkxultra/claude-code-mcp and has been renamed to ai-cli-mcp to reflect its expanded support for multiple AI CLI tools.

An MCP (Model Context Protocol) server that allows running AI CLI tools (Claude, Codex, Gemini, OpenCode, Grok, and Pi) in background processes with automatic permission handling.

Did you notice that Cursor sometimes struggles with complex, multi-step edits or operations? This server, with its powerful unified run tool, enables multiple AI agents to handle your coding tasks more effectively.

Demo

Overview

This MCP server provides tools that can be used by LLMs to interact with AI CLI tools. When integrated with MCP clients, it allows LLMs to:

• Run Claude CLI with all permissions bypassed (using --dangerously-skip-permissions)
• Execute Codex CLI with approvals and sandbox bypassed (using --dangerously-bypass-approvals-and-sandbox)
• Execute Gemini models through Antigravity CLI (agy --print, stream-json, and --dangerously-skip-permissions)
• Execute Grok Build CLI headlessly with streaming-messages-json, automatic tool approval, and automatic updates disabled
• Execute OpenCode in non-interactive JSON mode (using opencode run --format json --dir )
• Execute Pi in non-interactive JSON mode with tool approval enabled for unattended runs
• Support multiple AI models: Claude (sonnet, sonnet[1m], opus, opusplan, fable, haiku), Codex (gpt-6-astra, gpt-6.1-sol, gpt-6-sol, gpt-6-luna, gpt-5.4, gpt-5.6-sol, gpt-5.6-terra, gpt-5.6-luna, gpt-5.5, gpt-5.4-mini, gpt-5.3-codex, gpt-5.3-codex-spark, gpt-5.2), Gemini (gemini-3.8-flash-high/medium/low, gemini-3.7-flash-high/medium/low, gemini-3.6-flash-high/medium/low, gemini-3.1-pro-high/low), Grok (grok, grok-4.6, grok-4.5), OpenCode (opencode plus oc-), and Pi (pi plus pi-)
• Manage background processes with PID tracking
• Parse and return structured outputs from both tools

Usage Example (Advanced Parallel Processing)

You can instruct your main agent to run multiple tasks in parallel like this:

Launch agents for the following 3 tasks using acm mcp run:

1. Refactor src/backend code using sonnet
2. Create unit tests for src/frontend using gpt-5.3-codex
3. Update docs in docs/ using gemini-3.1-pro-high

While they run, please update the TODO list. Once done, use the wait tool to wait for all completions and report the results together.

Usage Example (Context Caching & Sharing)