Koskamo

mcp-yolo

An MCP server providing zero-shot object detection and segmentation using Ultralytics YOLOE. It enables developers and AI agents to detect and segment objects using arbitrary text prompts without retraining, supporting local file paths, remote URLs, and Base64 encoded strings.

Package and access

Local package with source-attributed installation metadata. Koskamo does not execute packages during review.

mcp-yolo logo, by rjn32sCommunity listingLocal stdioSource reviewed; not executedPublished by rjn32s
You need:uv pip install mcp-yolo
Vendor documentation

Checks and signals

Each line is separate evidence, not a trust score.

  • Popularity 1 GitHub star

What you can do with it

  • Perform zero-shot object detection using natural language prompts
  • Execute zero-shot instance segmentation to generate precise polygon masks
  • Process images from local file paths, remote URLs, or Base64 strings

Source and maintenance

Community listingRegistry 0.1.2
mcp-registry: io.github.rjn32s/mcp-yolo@0.1.2Source repository
Last repository push
Maintenance checked

Packages and installation

Source-provided package data. Koskamo has not executed or live-probed this package.

mcp-yolo 0.1.2

pypi
mcp-yolo package definition
{
  "version": "0.1.2",
  "transport": "stdio",
  "identifier": "mcp-yolo",
  "registryType": "pypi"
}

Tools

Reported by the attributed source; not independently observed by Koskamo.

No tool definitions available.

Maintenance history

Public check and source-refresh events. Editorial and ownership records remain private.

  • · repository · passed · metadata changed · updated
  • · backfill · recorded · Pre-expansion baseline; unobserved rich metadata remains unknown

Connect from your client

Each snippet configures the same source-provided package; replace placeholders before use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Cursor

Merge this local stdio configuration, replace every placeholder environment value, and restart Cursor. Koskamo has not executed this package.
Cursor configuration
{
  "mcpServers": {
    "mcp-yolo": {
      "command": "uvx",
      "args": [
        "mcp-yolo==0.1.2"
      ]
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.
Cline configuration
{
  "mcpServers": {
    "mcp-yolo": {
      "command": "uvx",
      "args": [
        "mcp-yolo==0.1.2"
      ]
    }
  }
}

VS Code

Merge this local stdio configuration, replace every placeholder environment value, and restart VS Code. Koskamo has not executed this package.
VS Code configuration
{
  "servers": {
    "mcp-yolo": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "mcp-yolo==0.1.2"
      ]
    }
  }
}

Claude Desktop

Merge this local stdio configuration, replace every placeholder environment value, and restart Claude Desktop. Koskamo has not executed this package.
Claude Desktop configuration
{
  "mcpServers": {
    "mcp-yolo": {
      "command": "uvx",
      "args": [
        "mcp-yolo==0.1.2"
      ]
    }
  }
}

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