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MCP 服务器 - 远程 MacOs 使用

第一个使 AI 能够完全控制远程 macOS 系统的开源 MCP 服务器。

OpenAI Operator 的直接替代品,专门针对具有完整桌面功能的自主 AI 代理进行了优化,无需安装额外的软件。

Docker拉取 许可证:MIT

展示柜

  • 研究 Twitter 并发布 Twitter( https://www.youtube.com/watch?v=--QHz2jcvcs )

  • 使用 CapCut 制作精彩短视频( https://www.youtube.com/watch?v=RKAqiNoU8ec )

  • AI Recruiter:自动收集候选人信息、审核申请并通过邮件应用程序发送筛选信息

  • AI 营销实习生:LinkedIn 互动 - 自动关注、点赞和评论相关用户

  • 人工智能营销实习生:Twitter 互动 - 自动关注、点赞和评论相关用户

待办事项清单(按优先级排序)

  1. 性能优化- 匹配 Ubuntu 桌面替代品的速度

  2. Apple 脚本生成- 减少执行时间,同时保持灵活性

  3. VNC 光标可见性- 改善调试和演示体验

欢迎投稿!

Related MCP server: macos-control-mcp

特征

  • 无需额外 API 费用:使用您现有的 Claude Pro 计划即可免费进行屏幕处理

  • 最小设置:只需在目标 Mac 上启用屏幕共享 - 无需其他软件

  • 通用兼容性:适用于所有 macOS 版本(当前和未来版本)

我们为何建造这个

原生 macOS 体验,毫不妥协

macOS 原生生态系统在用户体验方面依然无与伦比,并将在未来数年继续成为行业标杆。这正是人类能力真正蓬勃发展的地方,现在您的 AI 也能在此环境中流畅运行。

开放式架构设计

  • 通用 LLM 兼容性:与您选择的任何 MCP 客户端兼容

  • 模型灵活性:与 OpenAI、Anthropic 或任何其他 LLM 提供商无缝集成

  • 面向未来的集成:旨在与 MCP 生态系统共同发展

轻松部署

  • 目标机器上的零设置:macOS 上无需后台应用程序或代理

  • 您只需要屏幕共享:控制任何启用屏幕共享的 Mac

  • 消除后端复杂性:与其他需要运行 Python 应用程序或后台服务的解决方案不同

简化的引导过程

  • 利用 Claude Desktop 的精美 UI :无需开发人员风格的 Python 界面

  • 直观的用户体验:通过熟悉、用户友好的界面与 AI 控制的 Mac 进行交互

  • 即时生产力:立即开始工作,无需配置麻烦

建筑学

安装

{
  "mcpServers": {
    "remote-macos-use": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "-e",
        "MACOS_USERNAME=your_macos_username",
        "-e",
        "MACOS_PASSWORD=your_macos_password",
        "-e",
        "MACOS_HOST=your_macos_hostname_or_ip",
        "--rm",
        "buryhuang/mcp-remote-macos-use:latest"
      ]
    }
  }
}

通过 LiveKit 支持 WebRTC

该服务器现在通过 LiveKit 集成提供 WebRTC 支持,从而实现:

  • 低延迟实时屏幕共享

  • 提高性能和响应能力

  • 与传统 VNC 相比,网络效率更高

  • 根据网络状况自动调整质量

要使用 WebRTC 功能,您需要:

  1. 设置 LiveKit 服务器或使用 LiveKit Cloud

  2. 按照上面的配置示例所示配置LiveKit环境变量

开发者指南

克隆 repo

# Clone the repository
git clone https://github.com/yourusername/mcp-remote-macos-use.git
cd mcp-remote-macos-use

构建 Docker 镜像

# Build the Docker image
docker build -t mcp-remote-macos-use .

跨平台发布

要为多个平台发布 Docker 镜像,可以使用docker buildx命令。请按以下步骤操作:

  1. 创建一个新的构建器实例(如果还没有):

    docker buildx create --use
  2. 为多个平台构建并推送图像:

    docker buildx build --platform linux/amd64,linux/arm64 -t buryhuang/mcp-remote-macos-use:latest --push .
  3. 验证该图像是否适用于指定的平台:

    docker buildx imagetools inspect buryhuang/mcp-remote-macos-use:latest

用法

该服务器通过 MCP 工具提供远程 MacOs 功能。

工具规格

该服务器提供以下用于远程 macOS 控制的工具:

remote_macos_get_screen

连接到远程 macOS 设备并获取远程桌面的屏幕截图。使用环境变量获取连接详细信息。

remote_macos_send_keys

将键盘输入发送到远程 macOS 计算机。使用环境变量获取连接详细信息。

remote_macos_mouse_move

将鼠标光标移动到远程 macOS 机器上的指定坐标,并自动进行坐标缩放。使用环境变量获取连接详细信息。

remote_macos_mouse_click

在远程 macOS 计算机上的指定坐标处执行鼠标点击,并自动进行坐标缩放。使用环境变量获取连接详细信息。

remote_macos_mouse_double_click

在远程 macOS 计算机上的指定坐标处执行鼠标双击,并自动缩放坐标。使用环境变量获取连接详细信息。

remote_macos_mouse_scroll

在远程 macOS 计算机上的指定坐标处执行鼠标滚动,并自动进行坐标缩放。使用环境变量获取连接详细信息。

remote_macos_open_application

打开/激活应用程序并返回其 PID 以进行进一步交互。

remote_macos_mouse_drag_n_drop

在远程 macOS 机器上执行鼠标从起点拖动到终点的操作,并自动进行坐标缩放。

所有工具都使用安装期间配置的环境变量,而不需要连接参数。

限制

  • 身份验证支持:

    • 仅支持 Apple 身份验证(协议 30)

安全说明

https://support.apple.com/guide/remote-desktop/encrypt-network-data-apdfe8e386b/mac https://cafbit.com/post/apple\_remote\_desktop\_quirks/

我们仅支持协议 30,该协议使用带有 512 位素数的 Diffie-Hellman 密钥协商协议。macOS 11 至 macOS 12 与 OS X 10.11 或更早版本的客户端通信时使用此协议。

以下是转换为 markdown 表的信息:

运行远程桌面的 macOS 版本

macOS 客户端版本

验证

控制和观察

复制项目或安装包

所有其他任务

协议版本

macOS 13

macOS 13

2048 位 RSA 主机密钥

2048 位 RSA 主机密钥

使用 2048 位 RSA 主机密钥进行身份验证,然后使用 128 位 AES

2048 位 RSA 主机密钥

三十六

macOS 13

macOS 10.12

安全远程密码 (SRP) 协议仅适用于本地。如果绑定到 LDAP 或 macOS 服务器,则 Diffie-Hellman (DH) 版本为 10.11 或更早版本

SRP 或 DH,128 位 AES

使用 SRP 或 DH 进行身份验证,然后进行 128 位 AES

2048 位 RSA 主机密钥

三十五

macOS 11 至 macOS 12

macOS 10.12 至 macOS 13

仅适用于本地的安全远程密码 (SRP) 协议,如果绑定到 LDAP,则使用 Diffie-Hellman

SRP 或 DH 1024 位、128 位 AES

2048 位 RSA 主机密钥 macOS 13 至 macOS 10.13

2048 位 RSA 主机密钥 macOS 10.13 或更高版本

33

macOS 11 至 macOS 12

OS X 10.11 或更早版本

DH 1024 位

DH 1024 位、128 位 AES

具有 512 位素数的 Diffie-Hellman 密钥协商协议

具有 512 位素数的 Diffie-Hellman 密钥协商协议

三十

访问远程 MacOs 设备时,请务必使用安全且经过身份验证的连接。此工具仅应与您信任且有权访问的服务器一起使用。

执照

有关详细信息,请参阅 LICENSE 文件。

Available Tools

8 tools
remote_macos_get_screenB

Connect to a remote MacOs machine and get a screenshot of the remote desktop. Uses environment variables for connection details.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

TDQS

B3.1/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations are provided, so the description carries the full burden. It discloses that the tool connects remotely and uses environment variables, but doesn't mention behavioral traits like authentication needs, potential latency, error handling, or what the output looks like (e.g., image format). For a remote operation tool with zero annotation coverage, this is insufficient.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is concise and front-loaded, consisting of two sentences that directly state the purpose and connection method. There's no wasted text, and it efficiently communicates key information, though it could be slightly more structured (e.g., separating prerequisites).

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool's complexity (remote operation) and lack of annotations and output schema, the description is moderately complete. It covers the basic action and connection method but misses details like output format, error cases, or dependencies. For a tool with no structured support, it's adequate but has clear gaps.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The input schema has 0 parameters with 100% coverage, so no parameters need documentation. The description adds context about environment variables for connection details, which compensates for the lack of parameters. This provides useful semantic information beyond the schema, earning a high score.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool's purpose: 'Connect to a remote MacOs machine and get a screenshot of the remote desktop.' It specifies the verb ('get a screenshot') and resource ('remote desktop'), but doesn't explicitly distinguish it from sibling tools (e.g., mouse actions, application opening). This makes it clear but not fully differentiated.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description provides minimal usage guidance: it mentions using environment variables for connection details, which implies prerequisites. However, it doesn't specify when to use this tool versus alternatives (e.g., other remote tools for different actions) or any exclusions. This lack of explicit context guidance limits its helpfulness.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

remote_macos_mouse_clickC

Perform a mouse click at specified coordinates on a remote MacOs machine, with automatic coordinate scaling. Uses environment variables for connection details.

ParametersJSON Schema
NameRequiredDescriptionDefault
xYesX coordinate for mouse position (in source dimensions)
yYesY coordinate for mouse position (in source dimensions)
source_widthNoWidth of the reference screen for coordinate scaling
source_heightNoHeight of the reference screen for coordinate scaling
buttonNoMouse button (1=left, 2=middle, 3=right)

TDQS

C2.9/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations provided, the description carries full burden. It mentions 'automatic coordinate scaling' and 'environment variables for connection details', which adds some behavioral context, but fails to disclose critical aspects like required permissions, network dependencies, error handling, or what happens if the remote machine is unavailable. For a remote control tool with zero annotation coverage, this is insufficient.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single, efficient sentence that front-loads the core action and includes key behavioral details (coordinate scaling, environment variables) without unnecessary elaboration. Every word earns its place.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a remote control tool with no annotations and no output schema, the description is incomplete. It lacks information on error conditions, return values, security implications, or performance characteristics, leaving significant gaps for an AI agent to understand tool behavior fully.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, providing full parameter documentation. The description adds minimal value beyond the schema by mentioning 'automatic coordinate scaling', which relates to source_width and source_height parameters, but doesn't explain scaling mechanics or environmental variable usage. Baseline 3 is appropriate as the schema does the heavy lifting.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the action ('perform a mouse click') and target ('on a remote MacOS machine'), distinguishing it from siblings like mouse_move or mouse_drag_n_drop by specifying click behavior. However, it doesn't explicitly differentiate from mouse_double_click, which is a similar click action.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description mentions 'automatic coordinate scaling' and 'environment variables for connection details', which provides some context, but offers no explicit guidance on when to use this tool versus alternatives like mouse_double_click or mouse_drag_n_drop, nor any prerequisites or exclusions.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

remote_macos_mouse_double_clickB

Perform a mouse double-click at specified coordinates on a remote MacOs machine, with automatic coordinate scaling. Uses environment variables for connection details.

ParametersJSON Schema
NameRequiredDescriptionDefault
xYesX coordinate for mouse position (in source dimensions)
yYesY coordinate for mouse position (in source dimensions)
source_widthNoWidth of the reference screen for coordinate scaling
source_heightNoHeight of the reference screen for coordinate scaling
buttonNoMouse button (1=left, 2=middle, 3=right)

TDQS

B3.4/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations provided, the description carries full burden. It mentions 'automatic coordinate scaling' and 'Uses environment variables for connection details', which are useful behavioral disclosures. However, it doesn't cover important aspects like authentication requirements, error conditions, network dependencies, or what happens if the remote machine is unavailable - significant gaps for a remote control tool.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is efficiently structured in two sentences that each add value: first stating the core action with key features, second explaining implementation details. No redundant information, though it could be slightly more front-loaded with the most critical information.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a remote control tool with 5 parameters, no annotations, and no output schema, the description provides basic context but lacks completeness. It covers the what and how of coordinate scaling but misses important operational context like error handling, performance characteristics, or what the tool returns upon execution.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, providing complete parameter documentation. The description adds value by explaining the overall purpose of coordinate scaling and environment variable usage, but doesn't provide additional semantic context beyond what's already in the schema descriptions. This meets the baseline for high schema coverage.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the specific action ('Perform a mouse double-click'), target resource ('on a remote MacOs machine'), and key behavior ('with automatic coordinate scaling'). It distinguishes from sibling tools like 'remote_macos_mouse_click' by specifying the double-click action.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description implies usage context through 'remote MacOs machine' and 'automatic coordinate scaling', but doesn't explicitly state when to use this tool versus alternatives like 'remote_macos_mouse_click' or 'remote_macos_mouse_drag_n_drop'. No explicit when-not-to-use guidance or prerequisites are provided.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

remote_macos_mouse_drag_n_dropB

Perform a mouse drag operation from start point and drop to end point on a remote MacOs machine, with automatic coordinate scaling.

ParametersJSON Schema
NameRequiredDescriptionDefault
start_xYesStarting X coordinate (in source dimensions)
start_yYesStarting Y coordinate (in source dimensions)
end_xYesEnding X coordinate (in source dimensions)
end_yYesEnding Y coordinate (in source dimensions)
source_widthNoWidth of the reference screen for coordinate scaling
source_heightNoHeight of the reference screen for coordinate scaling
buttonNoMouse button (1=left, 2=middle, 3=right)
stepsNoNumber of intermediate points for smooth dragging
delay_msNoDelay between steps in milliseconds

TDQS

B3.2/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations provided, the description carries full burden but lacks critical behavioral details. It doesn't disclose whether this requires specific permissions, what happens if coordinates are out of bounds, whether it's synchronous/asynchronous, or error conditions. The mention of 'automatic coordinate scaling' is helpful but insufficient for a mutation tool.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Single sentence efficiently conveys core functionality without redundancy. Every word earns its place by specifying the operation, target environment, and key technical feature.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a 9-parameter mutation tool with no annotations and no output schema, the description is inadequate. It doesn't explain what happens after the drag operation, what success/failure looks like, or important behavioral constraints. The agent lacks sufficient context to use this tool safely and effectively.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so parameters are well-documented in the schema. The description adds minimal value beyond the schema by mentioning 'automatic coordinate scaling' which relates to source_width/source_height parameters, but doesn't provide additional context about how scaling works or parameter interactions.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the specific action ('Perform a mouse drag operation'), target resource ('on a remote MacOs machine'), and key capability ('with automatic coordinate scaling'). It distinguishes from siblings like mouse_click and mouse_move by specifying drag-and-drop functionality.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance is provided about when to use this tool versus alternatives. It doesn't mention prerequisites (e.g., needing remote connection established), nor does it differentiate from similar tools like mouse_move or when drag-and-drop is appropriate versus separate click operations.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

remote_macos_mouse_moveC

Move the mouse cursor to specified coordinates on a remote MacOs machine, with automatic coordinate scaling. Uses environment variables for connection details.

ParametersJSON Schema
NameRequiredDescriptionDefault
xYesX coordinate for mouse position (in source dimensions)
yYesY coordinate for mouse position (in source dimensions)
source_widthNoWidth of the reference screen for coordinate scaling
source_heightNoHeight of the reference screen for coordinate scaling

TDQS

C2.9/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations are provided, so the description carries full burden. It mentions 'automatic coordinate scaling' and 'environment variables for connection details', which add some behavioral context, but lacks details on permissions, error handling, or what happens if the remote machine is unavailable. For a remote control tool with zero annotation coverage, this is insufficient.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two concise sentences front-load the core functionality and key details (coordinate scaling, environment variables). No wasted words, though it could be slightly more structured for clarity.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a remote control tool with 4 parameters, no annotations, and no output schema, the description is incomplete. It doesn't explain return values, error conditions, or important behavioral aspects like how coordinates are mapped or what 'automatic scaling' entails in practice.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so the schema fully documents all parameters. The description adds context about 'automatic coordinate scaling', which relates to the source_width and source_height parameters, but doesn't provide additional syntax or format details beyond what the schema specifies. Baseline 3 is appropriate when schema does the heavy lifting.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the action ('Move the mouse cursor') and target ('on a remote MacOs machine'), with additional context about coordinate scaling. It distinguishes from siblings like 'mouse_click' or 'mouse_drag_n_drop' by focusing on cursor positioning, but doesn't explicitly contrast with them.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No explicit guidance on when to use this tool versus alternatives like 'mouse_drag_n_drop' for dragging or 'mouse_click' for clicking after moving. It mentions environment variables for connection, but doesn't specify prerequisites or exclusions for usage.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

remote_macos_mouse_scrollA

Perform a mouse scroll at specified coordinates on a remote MacOs machine, with automatic coordinate scaling. Uses environment variables for connection details.

ParametersJSON Schema
NameRequiredDescriptionDefault
xYesX coordinate for mouse position (in source dimensions)
yYesY coordinate for mouse position (in source dimensions)
source_widthNoWidth of the reference screen for coordinate scaling
source_heightNoHeight of the reference screen for coordinate scaling
directionNoScroll directiondown

TDQS

A3.5/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations provided, the description carries full burden for behavioral disclosure. It mentions 'automatic coordinate scaling' and 'environment variables for connection details', which adds some context about how the tool works. However, it doesn't disclose critical behavioral traits like whether this requires specific permissions, potential side effects, error conditions, or what happens if the remote machine is unavailable—significant gaps for a remote control tool.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single, well-structured sentence that efficiently conveys the core functionality. Every element earns its place: the action (mouse scroll), target (remote MacOS machine), key feature (automatic coordinate scaling), and implementation detail (environment variables). There's no wasted verbiage or redundancy.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool's moderate complexity (remote control with coordinate scaling), no annotations, and no output schema, the description is somewhat complete but has gaps. It covers the what and how at a high level but lacks details about behavioral expectations, error handling, or return values. For a tool that performs remote actions, more context about reliability and failure modes would be beneficial.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so the schema already fully documents all 5 parameters. The description adds minimal value beyond the schema—it mentions 'automatic coordinate scaling' which relates to source_width/source_height parameters, but doesn't provide additional semantic context about parameter interactions or usage nuances. This meets the baseline 3 when schema coverage is high.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the specific action ('perform a mouse scroll'), target resource ('on a remote MacOS machine'), and key functionality ('with automatic coordinate scaling'). It distinguishes itself from sibling tools like mouse_click, mouse_move, and mouse_drag_n_drop by specifying the scroll action rather than click, move, or drag operations.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description implies usage context through 'remote MacOS machine' and 'environment variables for connection details', suggesting this tool is for remote control scenarios. However, it doesn't explicitly state when to use this versus alternatives like mouse_move or other mouse actions, nor does it provide exclusion criteria or prerequisites beyond the implied remote connection setup.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

remote_macos_open_applicationC

Opens/activates an application and returns its PID for further interactions.

ParametersJSON Schema
NameRequiredDescriptionDefault
identifierYesREQUIRED. App name, path, or bundle ID.

TDQS

C2.9/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations provided, the description carries full burden. It mentions the action ('Opens/activates') and return value ('PID for further interactions'), but lacks details on behavioral traits such as error handling (e.g., if the app isn't found), permissions required, or whether it brings the app to foreground. This leaves significant gaps for a mutation tool.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single, efficient sentence that front-loads the core action and outcome with zero wasted words. Every part ('Opens/activates', 'returns its PID', 'for further interactions') adds value, making it appropriately concise.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the complexity of a mutation tool (opening/activating apps) with no annotations and no output schema, the description is incomplete. It doesn't cover error cases, side effects, or the format of the PID return, which are critical for safe and effective use in a remote macOS context.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The input schema has 100% description coverage, clearly documenting the single required parameter 'identifier' with its types. The description adds no additional parameter semantics beyond what the schema provides, such as examples or format details, so it meets the baseline for high schema coverage.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the action ('Opens/activates an application') and the resource ('an application'), with a specific outcome ('returns its PID for further interactions'). However, it doesn't explicitly differentiate from sibling tools like 'remote_macos_send_keys' which might also interact with applications, leaving room for minor ambiguity.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description provides no guidance on when to use this tool versus alternatives. It doesn't mention prerequisites (e.g., needing the application installed), exclusions (e.g., not suitable for system apps), or how it relates to siblings like 'remote_macos_send_keys' for keyboard input after opening.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

remote_macos_send_keysC

Send keyboard input to a remote MacOs machine. Uses environment variables for connection details.

ParametersJSON Schema
NameRequiredDescriptionDefault
textNoText to send as keystrokes
special_keyNoSpecial key to send (e.g., 'enter', 'backspace', 'tab', 'escape', etc.)
key_combinationNoKey combination to send (e.g., 'ctrl+c', 'cmd+q', 'ctrl+alt+delete', etc.)

TDQS

C2.9/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations provided, the description carries the full burden of behavioral disclosure. It mentions using environment variables for connection details, which adds some context about authentication/configuration needs. However, it lacks critical behavioral information such as error handling, latency considerations, whether it's read-only or destructive, or any rate limits—essential for a remote control tool.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is extremely concise with two sentences that directly convey the core functionality and a key implementation detail. Every word earns its place, and it is front-loaded with the primary purpose. There is no unnecessary elaboration or redundancy.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the complexity of a remote control tool with no annotations and no output schema, the description is incomplete. It fails to explain return values, error conditions, or behavioral traits like whether it's safe or destructive. The environment variable mention is helpful but insufficient for full contextual understanding, especially compared to richer sibling tools.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, with clear descriptions for each parameter (text, special_key, key_combination). The description adds no additional parameter semantics beyond what the schema provides, such as examples of valid inputs or interactions between parameters. Since the schema does the heavy lifting, the baseline score of 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the verb ('send keyboard input') and resource ('to a remote MacOs machine'), making the purpose immediately understandable. It distinguishes itself from sibling tools like mouse operations or screen capture by focusing on keyboard input. However, it doesn't explicitly differentiate from potential keyboard-related siblings that might exist elsewhere.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description provides no guidance on when to use this tool versus alternatives. It mentions environment variables for connection details, which hints at prerequisites, but offers no explicit usage context, exclusion criteria, or comparison with sibling tools like remote_macos_open_application that might involve keyboard input indirectly.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 2 tool updatesv1.0.0
    • Addedremote_macos_mouse_drag_n_drop
    • Addedremote_macos_open_application
  2. 6 tool updates
    • First observedremote_macos_get_screen
    • First observedremote_macos_mouse_click
    • First observedremote_macos_mouse_double_click
    • First observedremote_macos_mouse_move
    • First observedremote_macos_mouse_scroll
    • First observedremote_macos_send_keys

TDQS

A3.5/5.0

Scored across 8 tools

Disambiguation5/5

Every tool has a clearly distinct purpose focused on specific remote macOS interactions: screen capture, various mouse operations (click, double-click, drag-and-drop, move, scroll), application opening, and keyboard input. There is no overlap in functionality, making tool selection unambiguous.

Naming Consistency5/5

All tools follow a consistent 'remote_macos_verb_noun' pattern using snake_case throughout (e.g., remote_macos_mouse_click, remote_macos_send_keys). This predictable naming scheme enhances readability and usability for agents.

Tool Count5/5

With 8 tools, the server is well-scoped for remote macOS control, covering essential input/output operations (mouse, keyboard, screen, apps). Each tool earns its place without redundancy, and the count is typical for this domain.

Completeness4/5

The toolset provides strong coverage for basic remote desktop control, including visual feedback, mouse/keyboard input, and app management. A minor gap exists in lacking tools for file system access or system information retrieval, but core workflows are well-supported.

Maintenance

ActivityInactive
ResponsivenessUnresponsive

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