Droidline: Android automation from code

by KnifeLemon · MCP Server · ★ 448

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

How to install Droidline

git clone https://github.com/KnifeLemon/Droidline.git

Taken from the project's README on GitHub.

Security audit verdict: SAFE · quality 66/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours.

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

accessibility-serviceadb-alternativeai-agentsandroidandroid-automationandroid-testingappiumdevice-farmmcpmcp-server

Quick Facts

Stars448
Forks48
LanguageGo
CategoryMCP Server
LicenseMIT
Quality Score66/100
Last Updated2026-11-03
Created2026-10-07
Platformsbrowser, cli, go, mcp
Est. Tokens~19k

About Droidline

Automate real Android phones from your code. Test your apps, script the tasks you repeat, run a shelf of phones, or let an AI agent use one. Python, Node.js, the shell or HTTP. No ADB, no USB cable, no root. Website · Docs · Download · Quick start · Languages · Guides <p alig

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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