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    Drives Android, iOS, smart TV (Android TV, Tizen, webOS), web and Bluetooth (BLE) devices from an agent: start a session, tap, type, swipe and assert by XPath, visible text, OCR or image, then save the steps as a replayable CSV test suite.
    65
    Apache 2.0
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    Enables AI agents to generate teacher verification documents such as employment letters, teacher IDs, teaching licenses, and payslips for 13 countries through MCP tools. It supports listing countries and schools, then producing one or more documents as PNG files.
    3
    MIT
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    A
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    Local OCR & image analysis via Apple Vision Framework — private, offline, no API keys. Extracts text from images and PDFs, detects faces, barcodes, QR codes, and document corners. Works with Claude Code, Claude Desktop, and Cursor.
    6
    97 npm
    8
    MIT
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    Generates family pedigree tree diagrams as PNG or SVG images using standard genetic notation compliant with Bennett 2008/2022 NSGC guidelines. Supports comprehensive genealogical features including conditions, genetic testing results, twin relationships, carrier status, and adoption indicators.
    2
    9 npm
    10
    MIT
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    Enables AI agents to auto-slice 2D spritesheet PNGs (grid cells or irregular islands), export Godot 4 SpriteFrames .tres animation resources, compute feet-aligned RectangleShape2D/CapsuleShape2D body colliders, extract CollisionPolygon2D contours for props, and generate ready-to-open CharacterBody2D .tscn scenes. It also works standalone as a CLI for these tasks.
    5
    MIT
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    quality
    D
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    MCP server for controlling USB-connected DSLR cameras (e.g., Canon EOS 6D) via natural language, with features like capture, exposure settings, and autonomous timelapse with feedback-based auto exposure.
    9
    MIT
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    Enables text-to-image creation, image editing with optional mask-based local changes, and style-preserving variation generation through NewAPI-compatible endpoints. Generated images are auto-organized by month with extracted tags, metadata, and a searchable index.
    4
    12 npm
    MIT
  • A
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    Enables AI assistants to drive and control a VEX AIM coding robot over Wi-Fi, using its camera, lights, screen, speaker and kicker to navigate, detect objects, and play soccer. Also serves a live browser control panel for driving, team setup, and running autonomous-then-driver matches, with simulators available for testing without hardware.
    40
    MIT
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    quality
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    MCP server for raster image manipulation using Pillow and OpenCV. Enables image operations such as resizing, cropping, rotating, format conversion, filtering, and auto-enhancement via MCP tools.
    8
    MIT
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    Provides tools to fetch IIIF manifests and retrieve specific image regions or scaled images for analysis. This server enables detailed interaction with International Image Interoperability Framework resources, supporting tasks like image description and transcription.
    3
    6
    MIT
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    Enables AI coding agents to programmatically assemble vertical videos and manage local CapCut Desktop drafts, including AI background removal, audio mastering to -14 LUFS or Demucs vocal isolation, music auto-ducking, punch zooms, karaoke captions, PiP proof overlays, hook badges, safe-zone linting, proxy previews, and EN→ES cloning/dubbing. It outputs real CapCut draft JSON ready for review and export.
    17
    2
    MIT
  • F
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    A Python-based MCP server that adds image analysis capabilities to text-only LLMs via a single analyze_image tool, supporting local files, URLs, auto-scaling, and multiple OpenAI-compatible APIs.
    1
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  • A
    license
    B
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    Enables AI assistants to natively control FilmCraft and Adobe Premiere Pro timelines for editing tasks such as rough cuts, silence removal, audio normalization and ducking, color grading, object masking, vertical auto-reframing, HyperFrames graphics, and exports. It auto-detects the running NLE and provides safe, reviewable operations with audit receipts and undo checkpoints.
    26
    29 npm
    MIT
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    Enables comprehensive color manipulation, conversion between 22+ formats (HEX, RGB, HSL, CMYK, LAB, etc.), palette generation, gradient creation, and accessibility compliance checking. Supports framework-specific outputs for CSS, Swift, Android, Flutter, and Tailwind with high-precision conversions and visualization capabilities.
    25
    MIT
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    An MCP server that enables automated dataset creation and custom object detection model training through natural language interactions. It integrates foundation models like GroundedSAM for auto-labeling and supports training specialized YOLOv8 models using local or Unsplash images.
    4
    MIT
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    maintenance
    Gives AI agents eyes on in-memory image buffers in live gdb/lldb C/C++ debug sessions: list observable symbols at a breakpoint, view renderings, read exact pixel values, and dump lossless .npy copies. Agents can also drive the human's viewer window (pan, zoom, channels, auto-contrast).
    250
    MIT
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    Enables MCP-capable agents to drive a full multi-track video editor, including frame-accurate labelled-gameplay workflows that attach recordings, describe labels, find ranked clip windows, build edits, and create auto-shorts using roughly 110 editing tools.
    1
    MIT