Gru Sandbox
Gru-sandbox(gbox) is an open source project that provides a self-hostable sandbox for MCP integration or other AI agent usecases.
GBOX
GBOX provides environments for AI Agents to operate computer and mobile devices.
Mobile Scenario: Your agents can use GBOX to develop/test android apps, or run apps on the Android to complete various tasks(mobile automation).
Desktop Scenario: Your agents can use GBOX to operate desktop apps such as browser, terminal, VSCode, etc(desktop automation).
MCP: You can also plug GBOX MCP to any Agent you like, such as Cursor, Claude Code. These agents will instantly get the ability to operate computer and mobile devices.
Installation
System Requirements
- MacOS
- Version: 10.15 or later
- Homebrew
Note: Using gbox on other platforms, please check npm package @gbox.ai/cli for installation instructions. You can also login to GBOX.AI to use web-based dashboard.
Installation Steps
Quick Install (Recommended)
Option 1: Install GBOX CLI only
curl -fsSL https://raw.githubusercontent.com/babelcloud/gbox/main/install.sh | bash
This installs just the GBOX CLI. Additional dependencies (like ADB, frpc, Appium) will be automatically installed when needed, or you can install them later using:
gbox setup
Option 2: Install with all dependencies (one-step setup)
curl -fsSL https://raw.githubusercontent.com/babelcloud/gbox/main/install.sh | bash -s -- --with-deps
This installs everything at once:
- GBOX CLI
- Node.js and npm (if not present)
- Android Debug Bridge (ADB)
- FRP client (frpc)
- Appium server, drivers and plugins
Non-Interactive Mode:
# CLI only
curl -fsSL https://raw.githubusercontent.com/babelcloud/gbox/main/install.sh | bash -s -- -y
# With all dependencies
curl -fsSL https://raw.githubusercontent.com/babelcloud/gbox/main/install.sh | bash -s -- -y --with-deps
Alternative Installation Methods
Via Homebrew (macOS):
brew install gbox
Via npm (Linux/Windows):
npm install -g @gbox.ai/cli
Setup Dependencies
If you installed GBOX CLI only, you can install all command dependencies anytime:
gbox setup
Or install them interactively:
gbox setup -y
Update GBOX CLI
Keep your GBOX CLI up to date:
Using the install script:
# Interactive update (will prompt if already installed)
curl -fsSL https://raw.githubusercontent.com/babelcloud/gbox/main/install.sh | bash
# Force update without prompt
curl -fsSL https://raw.githubusercontent.com/babelcloud/gbox/main/install.sh | bash -s -- --update
# Skip update even if newer version available
curl -fsSL https://raw.githubusercontent.com/babelcloud/gbox/main/install.sh | bash -s -- --update=false
Using Homebrew (macOS):
brew upgrade gbox
Using npm (Linux/Windows):
npm update -g @gbox.ai/cli
Get Started
# Login to gbox.ai
gbox login
# Connect your Android device (dependencies will be installed automatically if missing)
gbox device-connect
# Export MCP config and merge into Claude Code/Cursor
gbox mcp export --merge-to claude-code
gbox mcp export --merge-to cursor
Command Line Usage
Check GBOX CLI Reference for detailed usage.
SDK Usage
Check GBOX SDK Reference for detailed usage.
Use GBOX as a MCP Server(Login required)
Using GBOX CLI to configure MCP server to your Claude Code/Cursor:
# Export MCP config for Cursor
gbox mcp export --merge-to cursor
# Export MCP config for Claude Code
gbox mcp export --merge-to claude-code --scope project
Or copy paste the following content into your Claude Code/Cursor MCP config:
{
"mcpServers": {
"gbox-android": {
"command": "npx",
"args": [
"-y",
"@gbox.ai/mcp-server@latest"
]
}
}
}
Note:
- Currently, GBOX MCP can only control Android environments.
- If you need Cursor/Claude Code to control your local Android device, please check Register Local Device
Android MCP Use Cases
| Use Case | Demo |
|---|---|
| Claude Code Develop/Test Android App | ![]() |
| Claude Code Compare Prices on eCommerce Apps | ![]() |
Environments
Currently, GBOX supports the following environments:
- Android
- Linux Desktop/Browser
Android Environment
There are three types of Android environments, you can choose based on your needs:
1. Cloud Virtual Device:
Login to GBOX.AI to get a cloud virtual device. Best for testing and development.
2. Cloud Physical Device:
Login to GBOX.AI to get a cloud physical device. Cloud physical device is a real Android phone that you can use for production scenarios.
3. Local Physical Device:
Use your own physical device Register Local Device. Your local device can be any Android device that have Developer Mode enabled. Best for production scenarios and personal use.
Linux Desktop/Browser Environment
Login to GBOX.AI to get a Linux desktop/browser environment. Best for testing and development.
Develop gbox
Prerequisites
- Go 1.21 or later
- Make
- pnpm (via corepack)
- Node.js 16.13 or later
Build
# Build for current platform
make build
# Build for all platforms
make build-all
# Create distribution package
make dist
Running Services
# MCP Server
cd packages/mcp-server && pnpm dev
# MCP Inspector
cd packages/mcp-server && pnpm inspect
Contributing
We welcome contributions! Please feel free to submit a Pull Request. For major changes, please open an issue first to discuss what you would like to change.
- Fork the repository
- Create your feature branch (
git checkout -b username/feature-name) - Commit your changes (
git commit -m 'Add some feature') - Push to the branch (
git push origin username/feature-name) - Open a Pull Request
Things to Know about Dev and Debug Locally
License
This project is licensed under the Apache License 2.0 - see the LICENSE file for details.
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BCMS MCP
Give me a one - two sentence description of the BCMS MCP # MCP The BCMS Model Context Protocol (MCP) integration enables AI assistants like Claude, Cursor, and other MCP-compatible tools to interact directly with your BCMS content. This allows you to create, read, and update content entries, manage media files, and explore your content structure—all through natural language conversations with AI. ## What is MCP? The [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) is an open standard developed by Anthropic that allows AI applications to securely connect to external data sources and tools. With BCMS MCP support, you can leverage AI assistants to: - Query and explore your content structure - Create new content entries with AI-generated content - Update existing entries - Manage your media library - Get intelligent suggestions based on your content model --- ## Getting Started ### Prerequisites 1. A BCMS account with an active instance 2. An MCP key with appropriate permissions 3. An MCP-compatible client (Claude Desktop, Cursor, or any MCP client) ### Step 1: Create an MCP Key 1. Navigate to your BCMS dashboard 2. Go to Settings → MCP 3. Click Create MCP Key 4. Configure the permissions for templates you want the AI to access:GET: Read entries 5. POST: Create entries 6. PUT: Update entries 7. DELETE: Delete entries Note: Right now, MCP only supports creating, reading and updating content. ### Step 2: Configure Your MCP Client You can find full instructions for integrating BCMS with your AI tools right inside BCMS, on the MCP page. But in general, installing BCMS MCP works in a standard way: ``` { "mcpServers": { "bcms": { "url": "https://app.thebcms.com/api/v3/mcp?mcpKey=YOUR_MCP_KEY" } } } ``` ## Available Tools Once connected, your AI assistant will have access to the following tools based on your MCP key permissions: ### Content Discovery #### list_templates_and_entries Lists all templates and their entries that you have access to. This is typically the first tool to call when exploring your BCMS content. Returns: - Template IDs, names, and slugs - Entry IDs with titles and slugs for each language Example prompt: "Show me all the templates and entries in my BCMS" --- ### Entry Management #### list_entries_for_{templateId} Retrieves all entries for a specific template with full content data. A separate tool is generated for each template you have access to. Returns: - Complete entry data including all meta fields - Content in all configured languages - Entry statuses Example prompt: "List all blog posts from my Blog template" --- #### create_entry_for_{templateId} Creates a new entry for a specific template. The input schema is dynamically generated based on your template's field structure. Input: - statuses: Array of status assignments per language - meta: Array of metadata for each language (title, slug, custom fields) - content: Array of content nodes for each language Example prompt: "Create a new blog post titled 'Getting Started with BCMS' with a brief introduction paragraph" --- #### update_entry_for_{templateId} Updates an existing entry for a specific language. Input: - entryId: The ID of the entry to update - lng: Language code (e.g., "en") - status: Optional status ID - meta: Updated metadata - content: Updated content nodes Example prompt: "Update the introduction paragraph of my 'Getting Started' blog post" --- ### Media Management #### list_all_media Lists all media files in your media library. Returns: - Media IDs, names, and types - File metadata (size, dimensions for images) - Parent directory information Example prompt: "Show me all images in my media library" --- #### list_media_dirs Lists the directory structure of your media library. Returns: - Hierarchical directory structure - Directory IDs and names Example prompt: "Show me the folder structure of my media library" --- #### create-media-directory Creates a new directory in your media library. Input: - name: Name of the directory - parentId: Optional parent directory ID (root if not specified) Example prompt: "Create a new folder called 'Blog Images' in my media library" --- #### request-upload-media-url Returns a URL you use to upload a file (for example via POST with multipart form data), which avoids pushing large binaries through the MCP tool payload. You still need a valid file name and MIME type when uploading, as described in the tool response. Availability: Only when the MCP key has Can mutate media enabled. Example prompt: “Give me an upload URL for a new hero image, then tell me how to upload it.” Input: - fileName: Name of the file with extension - fileData: Base64-encoded file data (with data URI prefix) - parentId: Optional parent directory ID Example prompt: "Upload this image to my Blog Images folder" --- ### Linking Tools #### get_entry_pointer_link Generates an internal BCMS link to an entry for use in content. Input: - entryId: The ID of the entry to link to Returns: - Internal link format: entry:{entryId}@*_{templateId}:entry Example prompt: "Get me the internal link for the 'About Us' page entry" --- #### get_media_pointer_link Generates an internal BCMS link to a media item for use in content. Input: - mediaId: The ID of the media item Returns: - Internal link format: media:{mediaId}@*_@*_:entry Example prompt: "Get the link for the hero image so I can use it in my blog post" --- ## Content Structure ### Entry Content Nodes When creating or updating entries, content is structured as an array of nodes. Supported node types include: Type Description paragraph Standard text paragraph heading Heading (h1-h6) bulletList Unordered list orderedList Numbered list listItem List item codeBlock Code block with syntax highlighting blockquote Quote block image Image node widget Custom widget with props ### Example Content Structure ``` { "content": [ { "lng": "en", "nodes": [ { "type": "heading", "attrs": { "level": 1 }, "content": [ { "type": "text", "text": "Welcome to BCMS" } ] }, { "type": "paragraph", "content": [ { "type": "text", "text": "This is your first paragraph." } ] } ] } ] } ``` ## Security & Permissions ### MCP Key Scopes Your MCP key controls what the AI can access: - Template Access: Only templates explicitly granted in the MCP key are visible - Operation Permissions: Each template can have independent GET/POST/PUT/DELETE permissions - Media Access: Media operations are controlled separately ### Best Practices 1. Principle of Least Privilege: Only grant the permissions needed for your use case 2. Separate Keys: Create different MCP keys for different purposes or team members 3. Regular Rotation: Periodically rotate your MCP keys ## Use Cases ### Content Creation Workflows Blog Post Creation "Create a new blog post about the benefits of headless CMS. Include an introduction, three main benefits with explanations, and a conclusion. Use the Blog template." Product Updates "Update the price field for all products in the Electronics category to apply a 10% discount" ### Content Exploration Content Audit "List all blog posts that don't have a featured image set" Translation Status "Show me which entries are missing German translations" ### Media Organization Library Cleanup "Show me all unused images in the media library" Folder Setup "Create folder structure for: Products > Categories > Electronics, Clothing, Home" ## Troubleshooting ### Common Issues #### "MCP key not found" - Verify your MCP key format: keyId.keySecret.instanceId - Ensure the MCP key hasn't been deleted or deactivated - Check that you're using the correct instance #### "MCP key does not have access to template" - Review your MCP key permissions in the dashboard - Ensure the required operation (GET/POST/PUT/DELETE) is enabled for the template #### Session Expired - MCP sessions may timeout after periods of inactivity - Simply start a new conversation to establish a fresh session ### Getting Help - Documentation: [thebcms.com/docs](https://thebcms.com/docs) - Support: [[email protected]](mailto:[email protected]) - Community: [Join BCMS Discord](https://discord.com/invite/SYBY89ccaR) for community support ## Technical Reference ### Endpoint POST https://app.thebcms.com/api/v3/mcp?mcpKey={MCP_KEY} ### Transport BCMS MCP uses the Streamable HTTP transport with session management. Sessions are maintained via the mcp-session-id header. ### Response Format All tools return structured JSON responses conforming to the MCP specification with: - content: Array of content blocks - structuredContent: Typed response data ## Rate Limits MCP requests are subject to the same rate limits as API requests: - Requests are tracked per MCP key - Contact support if you need higher limits for production workloads

