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    A MCP server that enables AI assistants to control Android devices via ADB, supporting device info, screen control, input simulation, app management, shell execution, file transfer, and UI parsing.
    20
    -
  • A
    license
    A
    quality
    A
    maintenance
    Drives an Android emulator or a physical device over adb. The agent screenshots, reads the UI hierarchy with true device-pixel coordinates, taps and types, manages app lifecycle, reads logcat, and runs Gradle builds and tests.
    80
    10
    MIT
  • A
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    Enables interaction with AWS Fault Injection Service to create, manage, and execute chaos engineering experiments. Operates in read-only mode by default for security, with optional write operations for starting/stopping experiments and managing templates.
    10
    4
    MIT
  • A
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    quality
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    maintenance
    Enables LLMs to inspect and test other MCP servers by listing and calling their tools, reading resources, and getting prompts. Supports stdio, SSE, and HTTP transports for both local and remote MCP server inspection.
    7
    5 npm
    1
    MIT
  • A
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    B
    quality
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    Lets Claude and other MCP hosts do real ABAP development on SAP systems through ADT: search objects, read and write source, transports, activation, ABAP Unit, ATC, short dumps, debugger and SQL queries. 173 tools, multi-system (S/4HANA Cloud and on-prem), with server-side guard rails and an audit log.
    2
    0
    15
    MIT
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    quality
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    Enables AI coding assistants to connect directly to SAP ABAP systems via ABAP Development Tools, so they can retrieve and manage source code for programs, classes, interfaces, functions, tables, and CDS views. Also supports RAP development, running unit tests and coverage checks, inspecting transports and version history, and working across multiple SAP systems.
    65
    MIT
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    quality
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    A comprehensive MCP server for Android Debug Bridge, enabling AI agents to control Android devices through structured tools like launching apps, UI automation, file operations, and log capture.
    90
    4
    MIT
  • A
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    C
    quality
    A
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    Enables an AI agent to drive a Beckhoff TwinCAT 3 setup end to end: read and write live PLC variables and system state over ADS, manage files and processes on the target IPC, build and edit projects through the XAE automation interface, capture and analyze long-running signal recordings, run scripted test benches and TcUnit suites, and look up the official Beckhoff Infosys documentation. Runs as a single Python process on the engineering PC with read-only, guarded, and full safety modes plus human-in-the-loop confirmation for destructive operations.
    171
    1
    MIT
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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
    35 PyPI
    MIT
  • A
    license
    C
    quality
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    maintenance
    Grants AI agents secure, verifiable access to SAP ABAP systems (ECC 6.0 and S/4HANA) so they can review code and transport orders, run ATC and ABAP Unit checks, trace where-used relationships, query tables with read-only ABAP SQL, diagnose incidents across dumps, jobs and application logs, and consult official SAP documentation. Writes are restricted to development systems with an explicit transport order, and every result reports which system it came from, returning typed errors instead of misleading empty results when a check cannot be completed.
    1
    54 npm
    3
    Apache 2.0
  • A
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    Not graded
    quality
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    maintenance
    Exposes ISO 14229 Unified Diagnostic Services as MCP tools, letting any MCP client run session control, DID reads and writes, DTC queries, routine control, security access and raw requests against a real ECU on a CAN bus or against a built-in simulator. A claim/release access model lets multiple clients safely share one device under test, with hardware-free simulation for offline test-plan development.
    MIT
  • A
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    quality
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    maintenance
    Enables AI coding agents to work a full SAP ABAP developer seat over the Model Context Protocol — searching, reading, creating, editing, activating, syntax-checking, unit-testing, transporting and debugging ABAP objects through the ADT REST surface in a target ABAP system. Runs on SAP BTP Cloud Foundry behind browser OAuth with role-gated read/write access, package allowlists and destination-held backend credentials, so no credentials reach the developer's machine.
    2
    MIT
  • A
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    Not graded
    quality
    A
    maintenance
    Enables Claude to build and preview mobile apps on multiple iOS and Android devices simultaneously, with live streaming and touch control, all via MCP.
    5 npm
    1
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    MCP server to control iOS simulators for automation, enabling device management, input control, and screen capture via Facebook IDB.
    11
    MIT
  • A
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    Not graded
    quality
    A
    maintenance
    Enables checking whether a Meta, LinkedIn, or Google Ads campaign is structurally able to serve and convert before spending, by inspecting schedule, bid, destination, approval, geo, and budget fields through read-only tools. It also reconciles reported spend across the three platforms against a ledger to surface discrepancies, armed campaigns, and drift.
    12 npm
    MIT