mcp server
Ghost in the Droid
Give any LLM agent a real Android or iPhone as its body. 62 MCP tools for mobile automation.
Description as published by the maintainer. Source
- version 1.3.2
- active
- workflow automation
active — Most recent push to the repository was 2026-07-31. Dashed tags are derived by ZBS Index from the published description, not stated by the maintainer.
Signals
These are separate measurements of different things. They are deliberately not combined into one score, because a popularity number that mixes website traffic with saves and stars cannot be checked or acted on.
| Signal | Value | What it measures | Window | Observed | Source |
|---|---|---|---|---|---|
| GitHub stars | 297 | Number of GitHub accounts that bookmarked this repository since it was created. It is a bookmark count, not installs, not active users and not quality. | cumulative, all time | GitHub | |
| Last commit | 2026-07-31 | Date of the most recent push to any branch. This is the strongest cheap indicator of whether the project is still maintained. | point in time | GitHub | |
| Open issues | 0 | Open issues plus open pull requests, as GitHub counts them together. A high number can mean an active project or an abandoned one. | as of fetch | GitHub | |
| Latest published version | 1.3.2 | Latest version string the maintainer published to the registry. | as of fetch | Model Context Protocol | |
| Registry record last updated | 2026-07-19 | When the registry record was last updated by its maintainer. | point in time | Model Context Protocol | |
| License | MIT | Licence GitHub detected in the repository. Detection can be wrong; the LICENSE file is authoritative. | as of fetch | GitHub | |
| First listed in the MCP Registry | 2026-07-19 | Date this server was first published to the official MCP Registry. Not a usage or quality measure. | point in time | Model Context Protocol | |
| repository status | active | The repository exists on GitHub and is not archived. This says nothing about how recently it was worked on. | as of fetch | GitHub |
Where to get it
Related, by what their authors tagged them
-
io.github.ascript-cn/ascript-mcp
— last commit 2026-04-30, shares android-automation, automation, webdriveragent
Control Android/iOS/Windows devices from Claude, Cursor, and other AI tools. iOS without jailbreak.
-
Icemoon — control a real iPhone with AI
— last commit 2026-08-03, shares automation, ios, iphone
Control real, physical iPhones with AI: screen reading, human-like touch, no jailbreak.
-
io.github.droidrun/mobilerun
— last commit 2026-08-03, shares android, android-automation
Control real Android and iOS devices with LLM agents — tap, swipe, type, automate flows.
-
io.github.fullread/deepadb
— last commit 2026-08-07, shares adb, android
Full-featured ADB MCP server — 204 tools across 45 modules, from UI to baseband.
-
agent-device
— last commit 2026-08-06, shares adb, automation
Let AI agents inspect, control, and debug real iOS, Android, desktop, and TV apps
-
io.github.Forge-Space/ui-mcp
— archived, last commit 2026-04-20, shares open-source, vue
Forge Space MCP server for UI and backend generation via stdio transport.
-
io.elaan/mcp
— last commit 2026-08-05, shares vue
Create Elaan notification types, templates and brands, trigger sends, and debug delivery.
-
EasyEDA Copilot
— last commit 2026-08-04, shares vue
Connect MCP clients to EasyEDA Desktop for schematic and PCB design, routing, inspection, and DRC.
-
io.github.devlint/gitwand
— last commit 2026-07-23, shares vue
Auto-resolves Git merge conflicts so agents only touch the complex hunks.
-
io.github.fabkho/nuxt-i18n-mcp
— last commit 2026-08-08, shares vue
MCP server for managing i18n translations in Nuxt projects.
These share tags the maintainers applied themselves, such as android-automation, automation, webdriveragent, ios. Common tags like "mcp" or "ai" are ignored for this: agreeing with six hundred other projects is not a similarity.
This is not a recommendation and not a test result. It is a map of what the authors said their work is about.
How the author describes it
Topics the maintainer set on GitHub: adb, android, android-automation, automation, bot-framework, fastapi, ios, iphone, mcp, open-source, phone-farm, python, skill-system, vue, webdriveragent.
This record as data
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