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Developer tools · MCP server

Auto mobile: MCP server, setup and security

Auto mobile is an open-source MCP server that lets an AI agent automate Android operations for developer workflows and application testing. Its repository has 80 stars and its last commit is from March 10, 2026 and it is licensed under Apache-2.0.

Score
44/100
Adoption (stars) 19/40
Maintenance 10/30
Framework (licence, registry, official) 15/30
Last commit 8 months ago

What Auto mobile does

According to its repository: “Android automation tool suite for developer workflows and testing.”

An MCP server gives an AI agent extra tools it calls during the conversation: the agent reads their description, decides to use them and gets the result back. Auto mobile is listed under Developer tools, a category of 475 servers in the directory, where it ranks #202 by stars.

Installing and connecting Auto mobile

No package or remote server is declared in the official MCP registry: you install it from source, following the repository README.

Like any MCP server, you declare it in your client's configuration (Claude Desktop, Claude Code, Cursor, VS Code, Codex…): a name, the command that starts it or its URL, and any environment variables. The client then starts it and lists its tools. Project language: TypeScript. Listed systems: Linux.

Security: what to check

An MCP server runs code with the rights you give it, and the model reads its tool descriptions: a malicious or compromised server can hijack the agent. Read the code, or pick a maintained and widely used server, before connecting it.

None of the risk signals we track (system access, secrets, missing licence, abandonment) applies to Auto mobile. 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 June 22, 2025, the zillow/auto-mobile repository has 80 stars and 8 forks, with 6 open issues. It has more stars than 62% of the servers in the directory. Last change 8 months ago.

Stars measure attention, not quality: a recent, heavily promoted project can collect them fast, while a useful but niche server will have few.

StorybookStorybook : 91.4K91.4KFront End ChecklistFront End Checklist : 74.6K74.6KTldrawTldraw : 51.1K51.1KCodebase MemoryCodebase Memory : 47.4K47.4KCCXTCCXT : 44.5K44.5KPostHog MCP ServerPostHog MCP Server : 40.4K40.4KClaude task masterClaude task master : 28.3K28.3KAgent Skills Search ServerAgent Skills Search Server : 26.6K26.6KAuto mobileAuto mobile : 8080
GitHub stars of the most followed servers in the category (log scale); Auto mobile in orange. Checked October 25, 2026.

Verdict

Auto mobile is still a modest project: read its code and compare it with the alternatives before using it.

Strengths

  • Permissive licence (Apache-2.0)

Limitations

  • No commit for 8 months
  • Install from source

Frequently asked questions

How do I install Auto mobile?

No package is declared in the MCP registry: clone the zillow/auto-mobile repository, follow its README, then declare the start command in your client's MCP configuration.

Is Auto mobile free?

The code is published under the Apache-2.0 licence and can be used free of charge.

Is Auto mobile 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 zillow on GitHub. Check who maintains it before giving it access.

What are the alternatives to Auto mobile?

In the same category: Radar Kubernetes MCP Server, Repowise, Jscpd, and Apify MCP server. Radar Kubernetes MCP Server and Repowise score 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