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    Enables debugging Flutter apps on Android by exposing the widget tree and source locations, supporting hot reload and pixel-level UI diffs, along with filtered Android logs, crash traces, and device interaction.
    26
    16 PyPI
    MIT
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    An MCP server that gives AI agents eyes and hands to visually interact with running apps across 10 platforms, enabling natural language-driven testing and automation without test code.
    388
    MIT
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    Lets an AI agent drive IPG CarMaker on your machine: start sessions, run test runs, read .erg results, and change vehicle or Simulink controller parameters. Both MATLAB-connected and standalone runs are supported, with every change reversible.
    46
    MIT
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    A spec-compliant remote MCP server with built-in OAuth 2.1 and Dynamic Client Registration, enabling Notion Custom Agents to connect via 'Sign in with OAuth' without bearer tokens. It supports SSO federation to Google and Microsoft Entra, and includes basic tools like whoami, echo, and slow_task.
    MIT
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    Translation QA for i18n locale files. Deterministic validators — missing keys, placeholder drift, collapsed plurals, glossary breaches — that need no API key, plus a review tool that hands translation pairs and judging criteria back to the calling agent, so meaning-level review runs on the model your client already has. Translation with your own LLM key is optional. JSON, Flutter .arb, Apple .
    8
    Apache 2.0
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    Share Android and iOS builds with testers from your AI agent. Sets up the build for Expo, React Native, Flutter or native apps, uploads the .apk or .ipa, and returns an install link and QR code, plus tester feedback.
    12
    322 npm
    MIT
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    Enables MCP-compatible agents to audit an entire repository through one question, detecting stacks and running parallel checks for dead code, dependencies, security, CVEs, complexity, and lint across Laravel/PHP, Python, TypeScript/React, and Flutter/Dart. It returns normalized, severity-sorted findings with false positives flagged and secret values kept out of the output.
    2
    1
    MIT
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    MCP server that gives AI coding assistants the ability to see and interact with mobile devices. 49 tools for Android/iOS — AI-powered visual analysis (Claude + Gemini), smart tap/type by description, Flutter widget tree inspection, video recording, and test script generation. 4-tier element search with <1ms local matching. Free tier included, zero setup via npx.
    49
    59 npm
    4
    Business Source 1.1
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    Enables comprehensive control of Android devices via ADB for Flutter development, UI testing, and visual QA workflows. Provides 60+ tools for device management, UI inspection, app testing, performance profiling, and debugging through natural language.
    77
    MIT
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    An MCP server for headless mobile QA automation that controls real Safari, Flutter, and native iOS apps on Xcode Simulators via WebKit Remote Debugging Protocol, enabling parallel multi-device testing and persistent login sessions.
    49 npm
    15
    MIT
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    Enables an AI assistant to inspect, validate and step-debug Cardano transactions and Plutus scripts, including finding failing redeemers, explaining ledger/CBOR/CDDL errors, decompiling UPLC, and opening highlighted problems in cquisitor or de-uplc-web.
    266 npm
    Apache 2.0
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    Enables agents to drive Flutter end-to-end automation through MCP, using stable ValueKeys for interactions and assertions, recording/replaying scenarios, and supporting native Dart VM service plus web JS/CDP transports.
    MIT