Y
Yolo MCP Server
mcp-yolo
An MCP server providing zero-shot object detection and segmentation using Ultralytics YOLOE.
No known CVEs
No license
Stale
Last commit 184d ago
Works with most clients
Transport: sse, http
2 tools · ~211 tok
Grade A · 0.1% of 200K ctx
MCPpedia last refreshed this data
Yolo MCP Server is an MCP server that an MCP server providing zero-shot object detection and segmentation using Ultralytics YOLOE. Its tool list has not been published yet over sse and http, requires no API key, and scores 79/100 on MCPpedia's security, maintenance and efficiency rubric.
Step 1
Install in your client
Config is the same across clients — only the file and path differ.
CD
Supported in Claude Desktopsse, http · Node 18+
Paste into ~/Library/Application Support/Claude/claude_desktop_config.json
{
"mcpServers": {
"io-github-rjn32s-mcp-yolo": {
"args": [
"mcp-yolo"
],
"command": "uvx"
}
}
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What Yolo MCP Server does
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 developers and AI agents to detect and segment objects using arbitrary text prompts without retraining.
Test This Server
Run this in your terminal to verify the server starts. Then let us know if it worked — your result helps other developers.
uvx 'mcp-yolo' 2>&1 | head -1 && echo "✓ Server started successfully"
After testing, let us know if it worked:
Scored, not listed
Why this score
Five weighted categories — click any category to see the underlying evidence.
Score breakdown
79/100across 5 weighted dimensions
0255075100
30
20
15
10
−21
Security
Maintenance
Efficiency
Documentation
Compatibility
Categoriesclick a row to see evidence
Security
OSV.devNo known CVEs.
Checked mcp-yolo against OSV.dev.
Inventory
Tools (2)
Click any tool to inspect its schema.
~211 tokens total
Community
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Frequently Asked Questions
- Is Yolo MCP Server safe to use?
- Yolo MCP Server has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments.
- How do I install Yolo MCP Server?
- Yolo MCP Server supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.
- What can Yolo MCP Server do?
- Yolo MCP Server provides 2 tools: detect_objects, segment_objects. See the full tools list on the server page for descriptions and parameters.
- What AI clients work with Yolo MCP Server?
- Yolo MCP Server is compatible with claude-desktop, cursor, claude-code. It uses sse and http transport.
- Is Yolo MCP Server actively maintained?
- Yolo MCP Server is less actively maintained — last commit was 184 days ago. It has 1 GitHub stars.
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Community
Discussion
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