Mcp-yolo MCP Server

MCP-YOLO is an agent-first development platform that provides Zero-Shot Object Detection and Segmentation as a Model Context Protocol (MCP) server. Powered by Ultralytics YOLOE, it enables…

Local serverstdio

What is the Mcp-yolo MCP Server?

MCP YOLOE: Zero-Shot Object Detection & Segmentation is an MCP project maintained in the rjn32s/mcp-yolo repository. The maintainer describes its purpose as “MCP-YOLO is an agent-first development platform that provides Zero-Shot Object Detection and Segmentation as a Model Context Protocol (MCP) server. Powered by Ultralytics YOLOE, it…”. Read the project documentation for the complete scope.

Source

Project documentation · Repository · Discovery listing. This profile records the public documentation checked on 2026-10-08.

Recorded tools

Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.

ToolWhat it does
detect_objects
segment_objects