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?
Supports YOLOv5 object detection models for real-time AI inference with accelerators like MemryX MX3 and Coral TPU, achieving 80+ FPS on Raspberry Pi.
AsecurityAlicense-qualityEnables 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 updated 9 days ago494MITWhy this server?
Recommends using YOLO mode for optimal experience, suggesting the MCP server works best with this feature enabled in Cursor settings.
AsecurityAlicense-qualityAn 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 updated a year ago24615MITWhy this server?
Recommends using YOLO mode in Cursor settings for optimal experience with the frontend review tool.
AsecurityAlicense-qualityAn 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 updated a year ago1915GPL 2.0Why this server?
Integrates YOLO object detection models for identifying and locating objects in images with customizable confidence settings.
-securityAlicense-quality🪄 ImageSorcery MCPLast updated 7 months ago302PythonMITWhy this server?
Allows for the configuration, labeling, and training of custom YOLOv8 object detection models through an automated MCP workflow.

SensorMCP Serverofficial
-securityFlicense-qualityAn 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 updated 9 months ago4Why this server?
Requires YOLO mode to be enabled in Cursor settings for optimal experience with the webdev-mcp server's screenshot functionality.
AsecurityFlicense-qualityAn MCP server that provides web development tools including taking screenshots of screens, enabling AI agents to capture and analyze visual content during development.Last updated a year ago24611Why this server?
Supports deployment and optimization of YOLO models for object detection on Jetson Nano devices.
-securityAlicense-qualityConnects AI assistants to NVIDIA Jetson Nano systems for edge computing management, enabling natural language control of AI workloads, hardware optimization, and system administration tasks.Last updated 8 months ago3MITWhy this server?
Supports running YOLOX object detection on images and photos managed within the Pixeltable infrastructure.
-securityAlicense-qualityAn experimental multimodal AI data infrastructure that allows users to manage tables, run local AI analysis like object detection, and automate data workflows. It includes an interactive Python REPL and introspection tools for exploring Pixeltable functions directly through Claude or Cursor.Last updated a month ago6Apache 2.0Why 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.
AsecurityFlicense-qualityAn MCP server that visually reviews UI edit requests by comparing screenshots before and after edits, ensuring changes satisfy user requests.Last updated a year ago1931