Provides screen analysis capabilities for Android devices via ADB, enabling AI agents to ask questions about the screen content and receive coordinates or instructions.
Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type @ followed by the MCP server name and your instructions, e.g., "@autoglm-mcp What is on my phone screen right now?"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
Android screen analysis capabilities via MCP protocol.
No manual installation required. Just add to AI agent MCP config:
{
"mcpServers": {
"autoglm-mcp": {
"command": "uvx",
"args": ["autoglm-mcp"],
"env": {
"AUTOGLM_BASE_URL": "https://api.z.ai/api/paas/v4",
"AUTOGLM_MODEL": "autoglm-phone-multilingual",
"AUTOGLM_APIKEY": "your-api-key-here"
}
}
}
}pip install autoglm-mcpThen configure AI agent MCP:
{
"mcpServers": {
"autoglm-mcp": {
"command": "autoglm-mcp",
"env": {
"AUTOGLM_BASE_URL": "https://api.z.ai/api/paas/v4",
"AUTOGLM_MODEL": "autoglm-phone-multilingual",
"AUTOGLM_APIKEY": "your-api-key-here"
}
}
}
}Related MCP server: autoglm-mcp-server
Variable | Description | Default |
| API key (required) | - |
| API endpoint |
|
| Model name |
|
Ensure your phone is connected via ADB, then use the aiAsk tool in AI agent:
"What are the coordinates to click the search button?"
"How do I open Settings?"
Python >= 3.10
Node.js >= 18 (for MCP Inspector)
ADB installed and phone connected (adb devices shows your device)
cd mcp
python3 -m venv .venv
source .venv/bin/activate
pip install -r requirements.txtMCP Inspector is the official visual debugging tool for MCP servers — like Postman for MCP.
npx @modelcontextprotocol/inspector \
-e AUTOGLM_APIKEY="your-api-key-here" \
-e AUTOGLM_BASE_URL="https://api.z.ai/api/paas/v4" \
-e AUTOGLM_MODEL="autoglm-phone-multilingual" \
-- \
/path/to/file/mcp/.venv/bin/python -m autoglm_mcp.serverThen open http://localhost:6274 in your browser:
Click Connect to connect to the server
Switch to the Tools tab — you should see the aiAsk tool
Enter a question (e.g. "What is on the screen?") and click Run Tool
Inspect the JSON-RPC request/response in the left panel
"autoglm-mcp": {
"command": "/path/to/file/mcp/.venv/bin/python",
"args": [
"-m",
"autoglm_mcp.server"
],
"env": {
"AUTOGLM_BASE_URL": "https://api.z.ai/api/paas/v4",
"AUTOGLM_MODEL": "autoglm-phone-multilingual",
"AUTOGLM_APIKEY": "xxx"
}
}Recent tool additions, removals, and schema changes observed during successful MCP inspections. Dates show when Glama detected each change.
No tool schema history has been recorded yet.
This server cannot be installed
Unclaimed servers have limited discoverability.
If you are the server author, to access and configure the admin panel.
Control real Android and iOS devices with LLM agents — tap, swipe, type, automate flows.
Melaya is a remote MCP server. It gives an assistant hands on your own Android phone and browser: it reads the screen through the accessibility tree, then taps, types and navigates inside the apps and sites you allow-list, with no per-app API. It also builds, schedules and runs agent pipelines across 6k+ connected tools. OAuth 2.1, nothing to install.
Turns a phone into a camera+Bluetooth remote so AI assistants can see and control any PC.
Reach your own phone from an AI agent: notifications, approval questions, reminders, ring, files.
We provide all the information about MCP servers via our MCP API.
curl -X GET 'https://glama.ai/api/mcp/v1/servers/xiangaoole/autoglm-mcp'
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