Mika is a free, open source ai development platforms project written in Kotlin and released under Apache-2.0. It has 6,588 GitHub stars, 1,413 forks and 114 open issues, and was last pushed 3 hours ago. On this registry it ranks #84 of 157 tracked projects in AI Development Platforms, with 5 head-to-head comparisons available.

What is Mika?

Mika is an on-device AI agent for Android, published as an open-source Kotlin application under Apache-2.0, that lets a phone user state a task in one sentence and then operates apps and the web on a hidden background screen to carry it out.

What it is

Mika is an Android application written in Kotlin and built on Jetpack Compose, according to its repository topics, and it is distributed as an APK through GitHub Releases rather than through a server component. There is no Mika server: the app runs on the phone, and it connects to a language model either through the user's own API key or by signing in with a ChatGPT, xAI or OpenRouter account. The agent looks at the screen and finds buttons the way a person does, so it works with any app or website on the device without app APIs and without per-app integration.

The concrete problem it solves is the manual work of driving a phone. Rather than tapping through a long chat history to summarise what a group discussed, scrolling a shopping app for a charger under $30 rated 4.5 stars or more, or opening a news site to read the top five stories, the user describes the outcome and Mika performs the taps, typing and scrolling itself. It sits in the Android automation space alongside the accessibility services that make screen reading possible, and it replaces the combination of per-app integrations and hand-driven repetition that such tasks otherwise require. The repository carries 6,173 stars and 1,200 forks with 114 open issues.

Key capabilities

  • Runs tasks on a separate background screen while the phone stays in normal use, with a small live view that can be tapped to watch the work in progress.
  • Operates any installed app without per-app integration, reading the screen and locating controls visually.
  • Provides a built-in desktop-class browser that keeps the user signed in, reads pages, downloads and uploads files, paces itself, and hands block pages back to the user.
  • Supports schedules and conditions, such as "Remind me at 9 tomorrow" or "do this every Friday", which run on time inside the original conversation.
  • Turns finished tasks into reusable skills and remembers stated preferences, so repeat runs are faster.
  • Accepts input through hold-to-talk on the chat input or a long-press on the floating capsule, using the phone's built-in speech recognition or a provider's speech model if the phone has none.
  • Allows intervention mid-task: the user can keep talking to add or correct instructions, long-press to withdraw or edit a message Mika has not yet picked up, and say "continue" after a stop to resume from the reported point.

Who uses it and how

  • Individuals automating everyday phone chores, such as setting two alarms in one request or checking the weather at 8 every morning and reporting only when rain is expected.
  • People working inside messaging and social apps, with the project's own demos covering chat-history summaries and a creator's recent posts; the demos use WeChat and Xiaohongshu but the agent is not tied to them.
  • Shoppers and travellers performing multi-step tasks with a stop condition, such as adding an item to a cart and stopping before checkout, or finding the cheapest nonstop from San Francisco to New York.
  • Job seekers running outreach at small scale, as in the demo that greets recruiters for three jobs on a job site.
  • Users who need human oversight at sensitive steps: logins, verification codes and payments are handed back to the person rather than completed by the agent.

Getting started

Download the APK from the latest GitHub Releases entry, then connect a model under Settings › Model by entering an API key or signing in with an account. To operate phone apps, follow the "Set up phone control" wizard in Settings and pair wireless debugging on the phone once; that step can be skipped if only chat, web and file use is wanted.

How it compares

No comparable tool is named in the facts supplied for this entry, and no list of paid products is given, so Mika stands alone in this registry on the evidence available. The only external services it is documented against are model providers — ChatGPT, xAI and OpenRouter — which supply inference rather than competing with the agent itself.

When to use it — and when not

Mika suits Android users who are willing to supply their own model credentials and to complete a one-time wireless debugging pairing, since both are prerequisites for the agent's core function. It is a poor fit for anyone who needs a fully unattended flow, because authentication, verification codes and payment steps are deliberately handed back to the person, and for anyone outside Android. The licence is clear and the repository is active, but the project also carries 114 open issues, which is worth reviewing before committing to it.

project readme (upstream, from github) — read inline

Mika

An AI assistant on your phone: say what you need, and it works your apps and the web until it's done.

It works on a hidden background screen, so you can keep using your phone.

Download APK

stars downloads version license

English · 简体中文 · 繁體中文 · 日本語 · 한국어 · Español


"Send a message to File Transfer": Mika's chat on the left, each step on its background screen on the right (4× speed; chat list blurred)

Get things done with one sentence


"What did the group talk about today?"
Scrolls through the chat in the background, then sums it up

"A charger under $30, rated 4.5 stars or more"
Adds the pick to the cart and stops before checkout

"What has this creator posted lately?"
Opens the app, reads post by post, then sums it up
More demos

Greets recruiters for 3 jobs on a job site

Finds the cheapest nonstop from San Francisco to New York

Reads out the top 5 stories on a news site

Finds jobs and greets recruiters

Watches ads to unlock music perks

Orders takeout with stacked discounts, asks before paying

Several demos use apps popular in China: WeChat is the main messaging app there, and Xiaohongshu (RED) is a lifestyle and social platform. Mika isn't tied to them; it works with any app or website on your phone.

Why Mika

📱 Leaves your screen alone Opens apps, taps, types and scrolls on a separate background screen while you use your phone as usual; tap the small live view whenever you want to watch
🧩 Works with any app Looks at the screen and finds buttons the way a person does: no app APIs, no per-app integration
🌐 Call it from any web page In the built-in browser, say what you want on the page you're reading and it works right there; touch the page and it stops
🧠 Gets better with use Remembers the preferences you tell it, and turns tasks it finishes into skills so next time is faster and steadier
🔒 Your data stays on your phone There is no Mika server; use your own model API key, or sign in with a ChatGPT, xAI or OpenRouter account
🆓 Open source and free Apache-2.0, all code public

Get started in three steps

  1. Install: download the APK from Releases.
  2. Connect a model: in Settings › Model, pick a provider and enter an API key, or just sign in with an account (models and sign-in).
  3. To operate phone apps: follow the "Set up phone control" wizard in Settings and pair wireless debugging on the phone once (setup guide). Skip this if you only want chat, web and files.

Then try saying: "Set alarms for 9:40 and 10:00 tomorrow morning" or "Check the weather at 8 every morning and tell me only if it will rain".

💡 Have a computer handy? Send this to the AI agent on it and it will set everything up for you:
Follow https://github.com/wangzan101/Mika/blob/main/docs/install-with-agent.en.md to install Mika on the Android phone connected over USB.

What it can do

Operate apps Reads long lists and chat histories, taps and types, shares text into apps; hands logins, verification codes and payments to you
Browse the web A built-in desktop-class browser that keeps you signed in, reads pages, downloads and uploads; paces itself and hands block pages to you
Your current screen Double-tap the floating capsule to send the screen you're looking at: "how should I reply?", "note this down"
Schedules and conditions "Remind me at 9 tomorrow", "do this every Friday"; runs on time in the original conversation
Jump in or stop anytime Keep talking while a task runs to add or correct things (long-press to withdraw or edit one Mika hasn't picked up yet); after a stop it reports where it got to, and "continue" picks up from there
Hold to talk Hold the chat input to speak and edit the words before sending; long-press the floating capsule to speak and release to send. Uses the phone’s built-in speech recognition, or a provider’s speech model if it has none
Files and computing A Linux sandbox per conversation runs Python, Node and shell on the files you send (arm64)
From your computer AI tools on your computer can hand Mika tasks through CLI + Skill or MCP (use Mika from a computer)

By default Mika runs in Ask mode: it checks with you only before spending money (placing orders, paying) and just does everything else. You can switch to Autonomous mode instead. See Ask and Autonomous.

For how each of these works and the finer details, see features in detail.

Apps and websites with built-in usage knowledge (anything not listed still works)

The names are shown as they appear in the knowledge files.

Category Built in
Apps Android 设置, 百家号, 哔哩哔哩, BOSS直聘, Chrome, 得到, 抖音, 飞书, Gmail, 即刻, 快手, 领英, QQ邮箱, Telegram, 今日头条, Uber, Uber Eats, 微信, 微博, WhatsApp, 闲鱼, 小红书, 知乎
Websites Amazon, 哔哩哔哩, Google Calendar, 豆瓣, 抖音, Instagram, Gmail, Google Maps, Telegram, 百度贴吧, 微博, 搜狗微信, WhatsApp, 小红书, 小宇宙, YouTube, 知乎, BOSS直聘
How-to skills 改 Mika 自己的设置, 把内容整理成文字, 处理 PDF 文档, 查清一件事, 消息与邮件, 写技能
Supported model providers

Presets for DeepSeek, 通义千问, Kimi, 智谱, 智谱 Coding Plan, 硅基流动, 火山方舟, MiniMax, 阶跃星辰, 腾讯混元, 百度千帆, OpenRouter, OpenCode Go, Anthropic, Gemini, OpenAI, xAI, Mistral, Groq, Ollama, LM Studio and more; for any other provider pick Custom (自定义), which takes any OpenAI-compatible, Anthropic, Gemini or OpenAI Responses endpoint.

You can also skip the key and sign in with a ChatGPT (Plus / Pro), xAI / Grok or OpenRouter account. Steps for adding a model, and what to know about each sign-in, are in models and sign-in.

Which phones

Requirement
Chat, web, files Android 11 or later
Operating phone apps Android 12 or later; Android 14+ recommended (the background screen has its own focus, so it doesn't get in the way of your typing on the main screen)
Linux sandbox arm64 devices

Not sure your phone is up to it? Run Settings › Recovery & repair › Compatibility self-check: 12 checks in about a minute, and you can send us the results in one tap.

Privacy & safety

  • There is no Mika server: what you say and what's on your screen go only to the model provider you set up.
  • API keys and memories are stored encrypted on the phone; conversations and run records stay on the device; update checks only contact GitHub.
  • Operating third-party apps and websites automatically may break their terms of service, so use your own judgment. For anything important, use Ask mode and check the results. See the disclaimer.
FAQ

Wireless debugging turned itself off? Android turns it off when you change Wi-Fi or restart. With your permission, Mika turns it back on by itself; if it still can't connect, go back to "Set up phone control" and pair again.

Can't find wireless debugging on my phone? Some phone systems leave it out. You can start the phone helper from a computer over USB instead; see the setup guide.

Some screens can't be read or captured? Pages like payments and password entry block screenshots, so Mika asks you to take over there.

Can I use a model running on my own computer? Yes: pick "Custom" as the provider and enter its address on your local network.

Is the app in English? Yes. The app UI comes in English, Arabic, Simplified Chinese, Traditional Chinese, Japanese, Korean, Spanish, Portuguese, Russian and Indonesian, follows your system language, and can be switched in Settings › Language. The built-in app and website knowledge is written in Chinese, but that doesn't limit you: the model reads it fine, and you can talk to Mika in English.

Where do updates come from? Only from this repository's Releases; you can also upgrade in the app from About › Check for updates.

More answers are in the FAQ.

Community & contributing

  • Docs: all docs and a suggested reading order are in the docs index
  • Community: join the X group chat; to reach the author on WeChat, scan the QR code in the app under About › Contact the author (mention Mika in your request)
  • Follow the author: X @wangzan101
  • Report a problem: open an issue; About › Send feedback in the app can attach diagnostics
  • Contribute: add usage knowledge for an app or website (plain text, no code needed), or contribute code; see the contributing guide

Star History

Star History Chart

Contributors

Thanks to everyone who has helped build Mika:

Contributors

License

Apache-2.0 · NOTICE · Third-party components

Frequently asked questions

Is Mika free to use?

Mika is open source under the Apache-2.0 licence. There is no licence fee and no seat count — you can self-host it or, where the project offers one, pay a vendor for a managed version instead.

What does Mika do?

An on-device AI agent for Android that operates apps and the web to get things done for you.

What is Mika written in?

Mika is primarily written in Kotlin. Its source is publicly available at https://github.com/wangzan101/Mika, and it has 6,588 GitHub stars.