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  • A
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    maintenance
    Enables interaction with Apache Airflow through the Model Context Protocol, allowing users to manage DAGs, task instances, variables, connections, pools, XComs, and datasets.
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables Claude to inspect and operate Apache Airflow over its REST API, providing read tools and safe write operations (gated by read-only mode) for managing DAGs, runs, tasks, and pools.
    14
    MIT
  • F
    license
    B
    quality
    C
    maintenance
    Enables AI agents to manage and interact with Apache NiFi through its REST API, covering process groups, processors, connections, queues, provenance, and version control via natural language tool calls.
    28
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  • A
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    quality
    C
    maintenance
    Enables natural language interaction with Apache Airflow for querying DAGs, monitoring execution, and troubleshooting failures.
    162 PyPI
    1
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables AI agents to interact with Apache Kafka through natural language, supporting operations like producing/consuming messages, managing topics, and querying brokers, partitions, and consumer group offsets.
    1
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables AI models to publish and consume messages from Apache Kafka topics through a standardized interface, making it easy to integrate Kafka messaging with LLM and agent applications.
    17
    Apache 2.0
  • -
    license
    Not graded
    quality
    Not graded
    maintenance
    Connects MCP clients like Claude, Codex, and Cursor to a running Autodesk Revit session for typed BIM queries, verified model edits, family authoring, exports, and Power BI workflows. It is open-source, Apache-2.0, and designed for reliable, verified outcomes.
    -
  • A
    license
    A
    quality
    A
    maintenance
    Enables an MCP client to inspect and modify a running digital audio workstation session through a local Python remote-script TCP bridge, exposing tools for session and track structure, clip slots and MIDI notes, devices and browser items, and mixer/transport control. Read and bulk-write operations cover tempo, naming, clip creation and note editing, muting/soloing/arming, playback and scene launching, and device parameter loading and adjustment.
    32
    2
    MIT
  • F
    license
    A
    quality
    C
    maintenance
    Provides tools for editing an already-open PowerPoint presentation in real time, including slide, shape, text, formatting, note, comment, and export operations, without launching a separate PowerPoint instance.
    23
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  • A
    license
    A
    quality
    B
    maintenance
    Enables MCP-compatible assistants to safely draft new Hancom Office 2022 documents by creating an unsaved document, reviewing proposed edits, and applying only approved changes without touching arbitrary user files.
    15
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Live Excel MCP server for macOS that interacts with running Excel instances in real time via AppleScript, enabling instant read/write, formula support, and VBA macro execution.
    10
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables management of Amazon Managed Workflows for Apache Airflow (MWAA) environments and operations including DAG management, workflow execution monitoring, and access to Airflow connections and variables through a unified interface.
    21
    3
    Apache 2.0
  • A
    license
    A
    quality
    C
    maintenance
    Lets an AI agent read and edit the Inkscape document you have open in your own window, with millimetre-exact positioning measured on live visual bounding boxes. A revision guard blocks stale edits and every change is verified as landed, all on Inkscape's normal undo stack.
    24
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    Enables AI agents to read and edit live, already-open Word, Excel and PowerPoint documents rather than files on disk, with formulas calculated and changes visible on screen as they happen. Exposes 85 tools across the three apps plus raw Office.js escape hatches, all running locally alongside other MCP servers.
    86
    0
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    Enables AI coding agents to drive Autodesk Fusion 360 over the Model Context Protocol, exposing 92 tools for sketching, modeling, querying, measuring and exporting CAD geometry through natural language. Includes an in-Fusion add-in that executes API calls safely on Fusion's main thread, with stdio transport compatible with any MCP client.
    8
    92
    MIT