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Tools⚙️ Developer InfrastructureMobilerun
Mobilerun

Mobilerun

Freemium

Open-source framework for AI agents that control iOS and Android devices

By Tanmay Verma, Founder · Last verified 03 Jul 2026

0 views
Added 4d ago
77/100Safe Bet
Visit Website

In short

Mobilerun — Open-source framework for AI agents that control iOS and Android devices. Best for Developers building AI-driven mobile automation workflows, QA engineers wanting natural language test scripts for Android/iOS, Data extraction from mobile apps without public APIs. Free to use.

Compared withvs Presto Voicevs Spider Cloudvs Temporal Ai

Is Mobilerun actually worth it?

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Editorial Verdict

Best for
Developers building AI-driven mobile automation workflowsQA engineers wanting natural language test scripts for Android/iOSData extraction from mobile apps without public APIsTeams managing large device fleets for testing or operations
Not ideal for
Non-technical users without coding experienceUsers needing zero-setup cloud automation (still in beta)Low-latency real-time control due to agent planning overheadiOS-only automation without a cloud subscription

Mobilerun offers a flexible open-source foundation for mobile AI agents with strong benchmark results (91.4% on AndroidWorld). The cloud service is still in beta, so teams requiring production-grade scale should evaluate carefully. It's a solid choice for developers who want LLM-agnostic, local-first automation with a clear path to cloud deployment.

Last verified: July 2026

What independent users actually report about Mobilerun

We ran a structured research pass across product reviews, community discussions, and post-purchase forum threads to surface the patterns vendors won't publish themselves. Below: the recurring strengths, the hidden costs people mention most, and the cohort that consistently regrets adopting this tool.

Recurring strengths
  • +LLM-agnostic — supports Gemini, OpenAI, Anthropic, DeepSeek and more.
  • +Multi-agent architecture for task, testing, and research workflows.
  • +High benchmark score: 91.4% on AndroidWorld.
  • +Open-source MIT license permits free use and modification.
  • +Runs locally or scales to managed cloud infrastructure.
Recurring frustrations
  • −No community feedback available across any platform.
  • −Poor or missing documentation hinders onboarding for beginners.
  • −iOS automation is cloud-only with eSIM and SMS restrictions.
  • −No integrations with popular tools like Slack or Zapier.
  • −Beta stage means frequent changes and potential instability.
Learning curve
intermediateProductive in ~A few hours
Hidden costs people mention
  • • Cloud hosting fees for iOS automation likely unbundled
  • • Potential cost for high-volume API calls to LLMs

Viability Score

77/100
Safe Bet

How likely is Mobilerun to still be operational in 12 months? Based on 4 signals — momentum (how recently it shipped), wrapper dependency, revenue model, and web presence.

momentum
55
funding runway
80
website health
90
wrapper dependency
100

Last calculated: July 2026

How we score →

Key Features

  • Natural language mobile automation
  • LLM-agnostic (Gemini, OpenAI, Anthropic, DeepSeek, Qwen, Ollama, OpenRouter)
  • Vision mode with screenshot fallback
  • Reasoning mode with chain-of-thought planning
  • Structured output with Pydantic models
  • Custom tools registration
  • App cards for pre-built interaction patterns
  • Multi-agent architecture (Task, Testing, Research)
  • Local device control via USB or ADB
  • Managed cloud fleet (Mobilerun VA beta)
  • Android 10+ support
  • iOS support (cloud only, with eSIM & SMS)
  • 91.4% on AndroidWorld benchmark
  • Python SDK, TypeScript SDK, CLI (brew)
  • REST API for programmatic access

About Mobilerun

FreemiumIntermediateAPI availableCLI · API · Mobile

Mobilerun is an open-source, LLM-agnostic framework for automating mobile devices (iOS and Android) using natural language commands. It empowers developers, QA engineers, and automation specialists to build AI agents that can control real devices programmatically. The framework supports multiple LLM providers (Gemini, OpenAI, Anthropic, DeepSeek, Qwen, Ollama, OpenRouter) and is built for local or cloud execution. The core concept is the "Mobile Agent," which interprets a goal (e.g., "Open Twitter and post 'Hello from mobilerun!'") and performs actions on the device via accessibility tree and optional vision mode. It features a multi-agent architecture with three archetypes: Task Agents for complex workflows, Testing Agents for natural language test scripts, and Research Agents for structured data extraction. What makes Mobilerun distinct is its open-source nature (MIT licensed), high benchmark performance (91.4% on AndroidWorld), and ability to run locally or scale to a managed cloud infrastructure. The framework includes six primitives: LLM swapping, vision mode, reasoning with chain-of-thought, structured output (Pydantic), custom tools, and app cards for popular apps. Mobilerun is ideal for teams needing real-device automation with full mobile identity—bypassing legacy automation tools like Appium. It is currently in beta with a hosted 24/7 agent service (Mobilerun VA) for cloud-scale automation.

Behind the Verdict

Mobilerun hits a sweet spot for teams that need real-device mobile automation without vendor lock-in. The open-source framework is genuinely useful—you can install it via pip, connect a real Android device, and start automating with natural language in minutes. The multi-agent architecture (Task, Testing, Research) maps well to common workflows, and the 91.4% score on AndroidWorld suggests strong reliability. Pick Mobilerun if you're building an internal automation pipeline, writing QA tests that need to run on physical devices, or extracting data from apps without public APIs. The LLM-agnostic design means you're not tied to a single provider, and the local execution gives you full control over data and latency. Pass on it if you need a fully managed, zero-setup cloud automation service today—Mobilerun VA is still in beta. Also, non-technical users will struggle without coding experience; this is a developer's tool. For iOS-only automation, you'll need a cloud subscription, and the overhead of agent planning makes it unsuitable for low-latency real-time control. Compared to competitors like Browser-use or Skyvern (which focus on web automation), Mobilerun is unique in targeting mobile devices specifically. It competes more directly with commercial solutions like Appium or UI Automator, but with a natural-language interface and LLM reasoning. For teams already using OpenAI or Anthropic APIs, the integration is seamless. One caveat: the cloud pricing page wasn't retrievable, so budget-conscious teams should contact sales directly. The open-source framework is free, but scaling to a managed fleet likely incurs costs. Check the Discord or GitHub for community feedback on pricing.

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Use Cases

  • Open Twitter and post a message from code
  • Search, filter, and book hotels across travel apps
  • Keep daily streaks alive across any mobile app
  • Extract structured data from any mobile app without API
  • Write mobile tests in plain English without Appium
  • Automate multi-app workflows for data pipelines

Models Under the Hood

GeminiOpenAIAnthropicDeepSeekQwenOllamaopenrouter

Limitations

  • The cloud managed fleet is in beta and requires contact for pricing; local setup requires Python 3.10+ and Android 10+. iOS automation is limited to cloud devices.
  • The framework is LLM-agnostic but performance depends on the chosen LLM's capabilities.

12-month cost

Project the real annual outlay, including the implied monthly cost when only an annual tier is published.

Annual total
Free
Over 12 months
Effective monthly
Free
Billed monthly

Vendor list price only. Add-on usage, seat overages, and contract minimums are surfaced under Hidden costs & gotchas.

Integrations

n8nZapierMakeLangChainCrewAIOpenAI Agents SDKOpenClawMCP Server

Resources & Guides

  • Resourcemobilerun.ai

    Framework · Mobilerun

    Helpful link from mobilerun.ai

Frequently Asked Questions

Featured Head-to-Head Comparisons

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Details

Pricing
Freemium
Skill Level
Intermediate
Platforms
CLI, API, Mobile
API Available
Yes
Pricing & overview verified
4d ago

Categories

⚙️ Developer Infrastructure🤖 Automation & Agents

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Topics

AutomationAgentOpen Source

Resources

Official Website
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