Other integrations · MCP server
Mobilerun: MCP server, setup and security
Mobilerun is an open-source MCP server published on GitHub that lets an AI agent control real Android and iOS devices and automate interaction flows. Its repository has 9,752 stars and its last commit is from October 24, 2026 and it is licensed under MIT.
What Mobilerun does
According to its repository: “Control real Android and iOS devices with LLM agents — tap, swipe, type, automate flows.”
The Model Context Protocol (MCP) is a standard plug between an AI agent and an outside service: once the server is connected, its tools show up in the agent, which decides when to call them. Mobilerun is listed under Other integrations, a category of 194 servers in the directory, where it ranks #3 by stars.
Topics declared by the repository: ai-agents, android, android-automation, hacktoberfest, mobile-automation.
Installing and connecting Mobilerun
Distribution modes declared in the official MCP registry:
- remote server (streamable-http): you connect to it by URL, with nothing to install locally
It works with any MCP-compatible client (Claude Desktop, Claude Code, Cursor, VS Code, Codex and most recent agents). You add one entry to the client's MCP configuration: server name, start command or URL, environment variables. Project language: Python.
Security: what to check
Connecting an MCP server means installing software that talks straight to your agent: it runs with your rights and the model trusts its tool descriptions. The risk therefore depends on what it can touch and how far its code can be trusted.
None of the risk signals we track (system access, secrets, missing licence, abandonment) applies to Mobilerun. That does not replace reading the code.
Good practice: grant only the rights needed (least privilege), require human approval for irreversible actions, and run the AI agent security check.
Project activity and maintenance
Created on April 12, 2025, the droidrun/mobilerun repository has 9,752 stars and 1,037 forks, with 11 open issues. It has more stars than 98% of the servers in the directory. It received changes this month. Version published in the registry: 1.0.0 (July 24, 2026).
Stars measure attention, not quality: a recent, heavily promoted project can collect them fast, while a useful but niche server will have few.
Verdict
Mobilerun is one of the most solid servers in its category: followed, maintained and well framed.
Strengths
- Active project: recent commit
- Widely followed: 9.8K stars
- Listed in the official MCP registry
- Usable remotely, without installation
- Permissive licence (MIT)
Alternatives
- Azure MCP Server3.8K ★
- Draw.io5.7K ★
- Compiler Explorer19.1K ★
- YouTube5.8K ★
- FluxDown5K ★
- Firebase tools4.5K ★
Learn more
Frequently asked questions
How do I install Mobilerun?
Mobilerun is distributed as a remote server. Add it to your client's MCP configuration (Claude Desktop, Cursor, VS Code…) following the README of droidrun/mobilerun.
Is Mobilerun free?
The code is published under the MIT licence and can be used free of charge.
Is Mobilerun safe?
No risk signal found (system access, secrets, licence, abandonment). As with any MCP server, keep rights minimal and read the code before sensitive use.
Is it an official server?
Nothing says so: it is a project published by droidrun on GitHub. Check who maintains it before giving it access.
What are the alternatives to Mobilerun?
In the same category: Azure MCP Server, Draw.io, Compiler Explorer, and YouTube. Azure MCP Server scores higher on our grid.
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Neutrality. No affiliate links. No vendor pays to be reviewed, rated or ranked. Reviews are directed by François Chollet, neutral and factual, and every data point is dated and sourced. How we score