mobile-device-mcp

MCP server that gives AI coding assistants the ability to see and interact with mobile devices. 49 tools for Android/iOS — AI-powered visual analysis (Claude + Gemini), smart tap/type by description, Flutter widget tree inspection, video recording, and test script generation. 4-tier element search with <1ms local matching. Free tier included, zero setup via npx.

→ saranshbamania/mobile-device-mcp · listed on glama

Install from

Glama mcp.so

M8ven verifies MCPs across every public registry — install directly from whichever one you prefer.

// key findings

⚠️

Known vulnerabilities in dependencies: 3 high

Affects packages this MCP installs at runtime. Upgrade or remove the affected dependency.

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

✅

Open source with a license and README

Anyone can audit the code, the license is declared, and the publisher documents what it does.

🔐

You'll be asked for 5 credentials: ANTHROPIC_API_KEY, GEMINI_API_KEY, GOOGLE_API_KEY, MCP_AI_API_KEY, MOBILE_MCP_LICENSE_KEY

These are read from process.env at runtime. Make sure you trust where they’ll be sent.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

configADB_PATH

configANDROID_HOME

configANDROID_SDK_ROOT

🔐 secretANTHROPIC_API_KEY— Anthropic API key for Claude vision --

🔐 secretGEMINI_API_KEY— GOOGLE_API_KEY or Google API key for Gemini vision (recommended) --

🔐 secretGOOGLE_API_KEY— "": "your-google-api-key"

configMCP_ADB_PATH— Custom ADB binary path Auto-discovered

🔐 secretMCP_AI_API_KEY

configMCP_AI_MAX_TOKENS

configMCP_AI_MODEL— Override AI model gemini-2.5-flash / claude-sonnet-4-20250514

configMCP_AI_PROVIDER— Force AI provider: "anthropic" or "google" Auto-detected

configMCP_AI_SCREENSHOT

configMCP_AI_UITREE

configMCP_DEFAULT_DEVICE— Default device serial Auto-discovered

configMCP_PREFETCH

configMCP_SCREENSHOT_FORMAT— "png" or "jpeg" jpeg

🔐 secretMOBILE_MCP_LICENSE_KEY— "": "MDMCP-XXXXX-XXXXX-XXXXX-XXXXX"

// full audit trail

The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.

// improvement guidance — verified publishers only

We have 4 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

// embed badge in your README

[![M8ven Score](https://m8ven.ai/badge/mcp/saranshbamania-mobile-device-mcp-j8wpqx)](https://m8ven.ai/mcp/saranshbamania-mobile-device-mcp-j8wpqx)

commit: 0c753ba9a657f4d32302f45c55a4c656e45964c3

code hash: ac2e687c7bd5018df4ad03ecfc4b0ddf46f2590ece19c51f133b853e5110b326

verified: 4/18/2026, 3:47:47 PM

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