MCP Yolo runs on your own machine — the client starts it, so there is no endpoint to ping. 79 installs a week from pypi. Last commit 26 Feb 2026.
An MCP server providing zero-shot object detection and segmentation using Ultralytics YOLOE.
Today is the operative word: we check MCP Yolo every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.
This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.
claude mcp add mcp-yolo -- uvx mcp-yolo
{
"mcpServers": {
"mcp-yolo": {
"args": [
"mcp-yolo"
],
"command": "uvx"
}
}
}
[mcp_servers.mcp-yolo]
command = "uvx"
args = ["mcp-yolo"]
{
"mcpServers": {
"mcp-yolo": {
"args": [
"mcp-yolo"
],
"command": "uvx"
}
}
}
{
"mcpServers": {
"mcp-yolo": {
"args": [
"mcp-yolo"
],
"command": "uvx"
}
}
}
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Answers built from our own checks of this server.