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    An MCP server for ABB/Hitachi Energy PCM600 that provides offline IEC 61850 SCL file analysis, .apcmp project archive inspection, ACT logic recovery, and safe read-only drive of the PCM600 CLI for project exports and validation.
    23
    1
    -
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    license
    Not graded
    quality
    B
    maintenance
    AI-powered industrial fault diagnosis MCP server with 8 tools for diagnosing equipment faults, searching parts, decoding VINs, and managing equipment profiles. Covers 313+ fault codes for Allen-Bradley, Siemens, ABB, Mitsubishi, and Fanuc PLCs.
    1
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    An MCP server that computes Canadian adjusted cost base (ACB) and capital gains from trade history, including average-cost tracking and superficial-loss detection, returning structured JSON.
    7
    67 PyPI
    MIT
  • F
    license
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    quality
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    Enables forensic investigators to acquire data from Android devices via ADB, including device backup, artifact collection, and secure command execution.
    10
    5
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    license
    A
    quality
    A
    maintenance
    MCP server for structured Australian macroeconomic and financial data from the Australian Bureau of Statistics (ABS), the Reserve Bank of Australia (RBA), and the Australian Prudential Regulation Authority (APRA).
    14
    137 PyPI
    4
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    An MCP server for Swiss Federal Railways (SBB) open data, enabling AI models to query real-time disruptions, passenger frequencies, station details, and more without an API key.
    9
    44 PyPI
    2
    MIT
  • F
    license
    A
    quality
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    MCP server wrapping the GNU Backgammon neural network evaluation engine. Provides 18 tools for position analysis, move evaluation, rollouts, and board conversion.
    18
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  • F
    license
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    quality
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    maintenance
    MCP-native knowledge base for AI agents — vault-scoped docs, tables, and files, git-versioned, with hybrid search (BM25 + pgvector dense + reranker) and an event stream so external consolidators / gardeners stay decoupled.
    50
    163
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  • A
    license
    A
    quality
    C
    maintenance
    Provides AI agents with a temporal knowledge graph where knowledge relevance decays over time, enabling memory recall, reinforcement, and auto-archiving through MCP tools.
    10
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    Enables users to query official undergraduate and graduate course schedules, indexes, prerequisites, and exam timetables, including tools for comparing indexes and finding matching schedules. It is read-only, local, and supports filtering by days, times, lesson types, teaching weeks, and schedule clashes.
    7
    MIT
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    quality
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    A universal interface that enables AI Agents to seamlessly communicate with Adb MySQL databases, allowing them to retrieve database metadata and execute SQL operations.
    3
    43 PyPI
    32
    Apache 2.0
  • A
    license
    B
    quality
    C
    maintenance
    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
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    maintenance
    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
    37 PyPI
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables LLM agents to explore and search a 1C:Enterprise configuration codebase, including metadata objects, module procedures, call graphs, and semantic similarity search.
    4
    MIT
  • A
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    Not graded
    quality
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    maintenance
    Enables users to securely access and manage Bitbucket Data Center projects, repositories, pull requests, branches, commits, and build statuses through natural language, using per-user OAuth 2.0 authentication and granular read/write permissions.
    MIT