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20 Best Kubernetes MCP Servers: compared and ranked, November 2026Ranked from 454 matching servers on stars, growth, downloads and maintenance. Updated .

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    Enables an assistant to watch a cooking video once and then guide a hands-free cook through it: importing videos into validated step-by-step guides, navigating steps, searching timestamped transcript and on-screen evidence, showing exact frames and clip replays, and setting persistent timers across restarts. Sessions, progress, and deadlines are stored so users can resume where they left off.
    5
    MIT
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    Chat with your Ableton Live session in natural language. Provides real-time access to session data, parameter control, and mix analysis via an MCP server and Max for Live device.
    10
    60 npm
    25
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    Bundles free open-source kits for making things into a single server that runs locally with no account or API key, letting an agent generate brand kits, font kits, website screenshots and demo videos, and launch films with music and stills. Each tool saves its output files and notes into a folder the agent can pick up.
    17
    MIT
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    Barevalue edits podcast audio. Hand over a raw recording by link or from disk and get back a finished episode: noise and levels fixed, filler words and dead air removed, plus a transcript, show notes and highlight clips for longer episodes. An agent can sign up and place an order with no human step.
    13
    82 npm
    3
    MIT
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    Enables AI-driven 3D modeling in Blender by providing tools to create primitives, apply modifiers and materials, set up lighting and cameras, capture viewport snapshots, export assets, inspect scenes, and execute Python commands via natural language.
    10
    MIT
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    Enables agents to read and write CapCut desktop draft folders on local disk, assembling vertical 1080×1920 shorts with clips, titles, subtitles, music, transitions, and effects as drafts the user then opens and exports in CapCut. All writes are dry runs until explicitly disabled, and existing drafts are backed up before overwriting.
    31
    MIT
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    Gives an existing AI agent local stdio tools to list, read, create, and edit .kinoscript.json audio-visual scripts in a single folder on your machine. Writes are validated, atomic, confined to that folder, and optionally guarded by an updated-at check so concurrent edits aren't silently overwritten.
    8
    MIT
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    Enables AI agents to automate a browser-based kinetic typography and video editing interface, including loading lyrics, choosing styles, setting BPM, clicking controls, capturing previews, and exporting MP4 or transparent PNG sequences.
    10
    MIT
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    An MCP server that enables AI image generation, editing, and analysis using Google's Gemini 3.0 models. It supports high-resolution outputs up to 4K, style transfers, and multi-image mixing through specialized tools.
    3
    MIT
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    Enables an agent to inspect an audio folder and report what is inside each file — duration, sample rate, channels, codec and bitrate — and to group byte-identical files, identical decoded audio stored in different containers, and near-duplicate candidates, with suggested keeps and explicit differences, all read-only.
    2
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    AGPL 3.0
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    Enables AI assistants to operate Adobe After Effects with the dexterity of an editor: reading projects, creating and rigging layers, setting real velocity curves, animating text, building native SVG-based shapes, applying effects, expressions, masks, and viewing render snapshots to verify results.
    17
    18 npm
    1
    MIT
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    Exposes a shared video-editing timeline as MCP tools, letting Claude Code, Codex or any MCP client cut, trim, layer, caption, mix and generate motion graphics on the same versioned project the browser editor has open. Every edit an agent makes shows up live, is labelled with its author, and can be undone.
    4
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    MIT
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    A powerful MCP tool for parsing and manipulating MIDI files that allows users to read, analyze, and modify MIDI files through natural language commands, supporting operations like reading file information, modifying tracks, adding notes, and setting tempo.
    11
    31 npm
    11
    MIT
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    Enables reading and editing CapCut desktop draft projects, including adding/moving/trimming/splitting clips, text, audio, images, filters, transitions, masks, keyframe animation, audio fades, stickers, setting transforms, validation, and saving with backups.
    28
    MIT
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    Enables agents to clean up talk recordings by proposing cuts with evidence, importing user review decisions, and rendering frame-accurate ffmpeg output with verification.
    11
    34 PyPI
    MIT
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    Enables Claude or any AI agent to operate Live 12 Intro end to end: creating tracks and scenes, writing and quantizing MIDI clips, loading audio onto the Arrangement timeline, setting device parameters in real units, drawing clip automation, mixing with real sidechain, and rendering or analyzing audio so the agent can check its own work. It exposes 57 tools over MCP or a local JSON socket, working within the stock Intro edition's 16-track, 16-scene limits.
    57
    MIT
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    Enables AI assistants to inspect and edit an Ableton Live set in real time, including tracks, devices, parameters, clips, MIDI, and undo-safe changes, with guardrails such as all-or-nothing validation and optional read-only mode.
    MIT
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    Enables editing inside an open Premiere Pro project by reading the real timeline, applying cuts and transcript-based cleanup in place, and verifying results with rendered frames from the Program Monitor.
    123 npm
    2
    MIT