Best YOLO MCP Servers
Ultralytics YOLO is an open-source computer vision model family known for real-time object detection, image/video segmentation, and classification.
Why this server?
Recommends using YOLO mode for optimal experience, suggesting the MCP server works best with this feature enabled in Cursor settings.
AlicenseBqualityCmaintenanceAn MCP server providing web development tools such as screen capturing capabilities that let AI agents take and work with screenshots of the user's screen.Last updated23715Why this server?
Supports YOLOv5 object detection models for real-time AI inference with accelerators like MemryX MX3 and Coral TPU, achieving 80+ FPS on Raspberry Pi.
AlicenseBquality-maintenanceEnables AI assistants to manage homelab infrastructure through automated service installation (Jellyfin, Pi-hole, Ollama, Home Assistant, Frigate NVR), VM operations, AI accelerator support (MemryX, Coral TPU, Hailo-8), and Terraform state management with SSH-based discovery and deployment.Last updated494Why this server?
Recommends using YOLO mode in Cursor settings for optimal experience with the frontend review tool.
AlicenseAqualityCmaintenanceAn MCP server that reviews UI edit requests by comparing before and after screenshots, providing visual feedback on whether changes satisfy the user's requirements.Last updated1915MITWhy this server?
Recommends using YOLO mode in Cursor settings to optimize the frontend review experience, allowing for more seamless interaction with the visual review tools.
FlicenseBquality-maintenanceAn MCP server that visually reviews UI edit requests by comparing screenshots before and after edits, ensuring changes satisfy user requests.Last updated1931Why this server?
Allows for the configuration, labeling, and training of custom YOLOv8 object detection models through an automated MCP workflow.

SensorMCP Serverofficial
Alicense-qualityCmaintenanceAn 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.Last updated4MITWhy this server?
Requires YOLO mode to be enabled in Cursor settings for optimal experience with the webdev-mcp server's screenshot functionality.
FlicenseBquality-maintenanceAn MCP server that provides web development tools including taking screenshots of screens, enabling AI agents to capture and analyze visual content during development.Last updated23711Why this server?
Integrates YOLO object detection models for identifying and locating objects in images with customizable confidence settings.
PythonMITWhy this server?
Provides access to YOLO plugins through AScript's online plugin library for computer vision and object detection capabilities in device automation workflows.
Alicense-quality-maintenanceEnables AI programming tools to query AScript API documentation and control real Android/iOS devices for automation scripting, including device interaction, development deployment, and file management.Last updatedWhy this server?
Leverages YOLO (You Only Look Once) models for advanced computer vision tasks including object detection, segmentation, classification, and pose estimation with support for model training, validation, and export
Alicense-qualityFmaintenanceA computer vision service that allows Claude to perform object detection, segmentation, classification, and real-time camera analysis using state-of-the-art YOLO models.Last updated31MIT