CCM
/MCP
SkillsMCPMarketplacesDigestToolsAdvertise

This week in Claude

Every Monday: Claude Code, Agent SDK, MCP, and the Anthropic platform moves worth your time.

Skills by Category
Frontend DevelopmentBackend & APIsTesting & QASecurityDevOps & CI/CDGit & Pull RequestsDocumentationCode Review & QualityAI & Agent BuildingSkill Development
MCP Servers by Category
Sales & MarketingWeb & Browser AutomationDatabasesAI & LLM ToolsCloud & InfrastructureCommunication & MessagingDeveloper ToolsDesign & CreativeDocuments & KnowledgeSearch & Web Crawling
Marketplaces by Category
AI Agents & OrchestrationLLM IntegrationDevelopment ToolsFrontend & UIBackend & APIsDatabasesTesting & Code QualityDevOps & CloudSecurity & ComplianceGit & Version Control

Claude Code Marketplaces

Discover Claude Code plugins, extensions, and tools. Automatically updated directory of Anthropic Claude AI marketplaces with development tools, productivity plugins, and integrations.

Resources

  • Browse Skills
  • Browse MCP Servers
  • Browse Marketplaces
  • Skill index
  • MCP index
  • Marketplace index
  • Plugins Reference

Community

  • About
  • Tools
  • Feedback
  • Privacy Policy
  • Advertise

Built for the Claude Code community with Claude Code by mertbuilds.com

Independent project, not affiliated with Anthropic
mobai-app avatar

Mobai Mcp

mobai-app/mobai-mcp
216STDIOregistry active
Summary

Routes MCP commands to the MobAI desktop app's HTTP API for controlling Android and iOS devices, emulators, and simulators. The core tool is execute_dsl, which batches tap, swipe, type, wait_for, and assertion steps into a single JSON script to minimize round trips. Companion tools handle device discovery, screenshots (low quality for LLM vision, full quality to disk), app installation, and running .mob test files from disk. The server expects MobAI running locally on port 8686 and requires starting a bridge on target devices before interaction. Useful when you need AI coding assistants to script mobile UI automation workflows or debug apps across devices without writing one-off platform-specific test harnesses.

CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
inference shell
inference shell
create and run specialised agents in minutes
build now →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
inference shell
inference shell
create and run specialised agents in minutes
build now →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →

MobAI MCP Server

npm version License

MCP (Model Context Protocol) server for MobAI — AI-powered mobile device automation. Lets AI assistants (Claude Code, Cursor, Windsurf, Cline, and other MCP-compatible tools) control Android and iOS devices, emulators, and simulators via a single DSL-first interface.

How it works

All device interaction is batched through one primary tool: execute_dsl. Instead of exposing dozens of fine-grained tools (tap, swipe, type…), the server accepts a JSON script describing a sequence of actions with predicates, assertions, waits, and conditional branches. This keeps round-trips low and encodes retry/failure strategies server-side.

A small set of companion tools handles device discovery, screenshots, app management, and running .mob test files.

Prerequisites

  • Node.js 18+
  • MobAI desktop app running locally (HTTP API on 127.0.0.1:8686)
  • A connected Android or iOS device, emulator, or simulator

Installation

Claude Code

claude mcp add mobai -- npx -y mobai-mcp

Cursor

Add to .cursor/mcp.json:

{
  "mcpServers": {
    "mobai": {
      "command": "npx",
      "args": ["-y", "mobai-mcp"]
    }
  }
}

Claude Desktop

Add to ~/Library/Application Support/Claude/claude_desktop_config.json (macOS):

{
  "mcpServers": {
    "mobai": {
      "command": "npx",
      "args": ["-y", "mobai-mcp"]
    }
  }
}

Windsurf / Cline / other MCP clients

The server speaks stdio — use your client's generic MCP configuration:

{
  "command": "npx",
  "args": ["-y", "mobai-mcp"]
}

Tools

Device management

ToolDescription
list_devicesList all connected Android and iOS devices
get_deviceGet details about a specific device
start_bridgeStart the automation bridge on a device (required before interaction)
stop_bridgeStop the automation bridge
claim_deviceClaim exclusive use of a device for this session (usually optional: acting on an unclaimed device auto-claims it)
release_deviceRelease one or all device leases held by this session

Screenshots

ToolDescription
get_screenshotFast, low-quality screenshot for LLM visual analysis (may be downscaled; response includes scale factor)
save_screenshotFull-quality PNG to disk for reporting, debugging, or sharing

Apps

ToolDescription
list_appsList installed apps on the device
install_appInstall an .apk or .ipa from a local file path
uninstall_appUninstall an app by bundle ID / package name
debug_appLaunch an app in debug mode and write stdout/stderr to a log file

Automation

ToolDescription
execute_dslPrimary tool. Execute a batch of DSL steps: tap, type, swipe, observe, assertions, web automation, metrics, screen recording, and more.

Test management

Tests are .mob files on disk inside project directories. You read, write, and edit them directly using your assistant's filesystem tools — MobAI watches for changes and updates the UI live. MCP is only needed to discover projects and run tests.

ToolDescription
test_get_activeGet the active test project directory and its .mob cases
test_list_projectsList all known test project directories with their .mob cases
test_runRun a .mob test case on a device (project_dir + case_path + device_id, optional params for ${name} substitution)

Resources

Read these before attempting any device interaction — they describe the DSL schema, action set, predicates, failure strategies, and .mob syntax.

URIPurpose
mobai://reference/device-automationHow to control devices — guide, all DSL actions, predicates, and failure strategies
mobai://reference/testingTesting workflow, rules, error fixes, and .mob script syntax

Example

Open the iOS Settings app, navigate to Wi-Fi, and verify the toggle exists:

{
  "version": "0.2",
  "steps": [
    {"action": "open_app", "bundle_id": "com.apple.Preferences"},
    {"action": "wait_for", "predicate": {"text": "Settings"}, "timeout_ms": 3000},
    {"action": "tap", "predicate": {"text_contains": "Wi-Fi"}},
    {"action": "wait_for", "predicate": {"type": "switch"}, "timeout_ms": 3000},
    {"action": "assert_exists", "predicate": {"type": "switch"}},
    {"action": "observe", "include": ["ui_tree"]}
  ]
}

Pass this as the commands argument (a JSON string) to execute_dsl along with a device_id from list_devices.

Troubleshooting

"Connection refused" / "Could not reach the MobAI desktop app" — Make sure the MobAI desktop app is installed and running, and the API is reachable at http://127.0.0.1:8686. If you don't have it yet, download and install it from https://mobai.run/download.

"Bridge not running" — Call start_bridge first. The iOS bridge can take up to a minute to come up.

Screenshots not visible — get_screenshot saves to /tmp/mobai/screenshots/ by default and returns the file path. Use your assistant's file-reading capability to view them. DSL observe screenshots are extracted from the response and saved to the same directory.

Development

git clone https://github.com/MobAI-App/mobai-mcp.git
cd mobai-mcp
npm install
npm run build
node dist/index.js

License

Apache 2.0 — see LICENSE.

Featured
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
inference shell
inference shell
create and run specialised agents in minutes
build now →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
Categories
Automation & WorkflowsMobile Development
Registryactive
Packagemobai-mcp
TransportSTDIO
UpdatedJan 29, 2026
View on GitHub

Related Automation & Workflows MCP Servers

View all →
jpicklyk avatar
MCP Task Orchestrator

jpicklyk/task-orchestrator

Server-enforced workflow discipline for AI agents: work items, dependency graphs, quality gates
193
sbroenne avatar
MCP Server for Excel

sbroenne/mcp-server-excel

Excel automation for AI - Sheets, Power Query, DAX, VBA, Tables, Ranges and more. Windows only.
189
blackwhite084 avatar
Playwright

blackwhite084/playwright-plus-python-mcp

Exposes Playwright-based tools to automate browsing, capture content, and summarize stored notes via an MCP client.
186
crowdstrike avatar
CrowdStrike Falcon MCP Server

crowdstrike/falcon-mcp

Connects AI agents with CrowdStrike Falcon for security analysis and automation.
178
3dify-project avatar
Dify MCP Client

3dify-project/dify-mcp-client

Provides on-demand MCP client capabilities, connecting ReAct agents to remote MCP servers and enabling tool-based automation with optional UI-TARS GUI automation.
167
mastanley13 avatar
GoHighLevel

mastanley13/gohighlevel-mcp

Provides access to all sub-account GoHighLevel API endpoints via MCP for AI-powered automation.
166