Koskamo

label-image-mcp

An MCP server that enables AI assistants to upload images, automatically outline nuclei in H&E slides using StarDist, trace regions with Segment Anything or MedSAM, check slide quality, normalize stain colors, and export training data in COCO JSON, YOLO, or QuPath GeoJSON formats without requiring a GPU.

Package and access

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

label-image-mcp logo, by sachinbkale27Community listingLocal stdioSource reviewed; not executedPublished by sachinbkale27
You need:No account needed to try itWithout credentials the server works as a guest
Vendor documentation

What you can do with it

  • Automatically outline every nucleus in an H&E histopathology slide
  • Trace regions from rough boxes using Segment Anything or MedSAM
  • Check slide quality and normalize stain colors
  • Export training data as COCO JSON, YOLO labels, or QuPath GeoJSON

Source and maintenance

Community listingRegistry 0.8.1MIT
mcp-registry: io.github.sachinbkale27/label-image-mcp@0.8.1Source repositoryProject website
Last repository push
Latest release
v0.9.0
Maintenance checked

Packages and installation

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

label-image-mcp 0.8.1

pypiuvx
label-image-mcp package definition
{
  "version": "0.8.1",
  "transport": "stdio",
  "identifier": "label-image-mcp",
  "runtimeHint": "uvx",
  "registryType": "pypi",
  "registryBaseUrl": "https://pypi.org",
  "environmentVariables": [
    {
      "name": "LABEL_USERNAME",
      "description": "Image Label account username; leave unset to work as a guest (images kept 7 days, no whole slides)"
    },
    {
      "name": "LABEL_PASSWORD",
      "description": "Image Label account password (only with LABEL_USERNAME)"
    },
    {
      "name": "LABEL_API_URL",
      "default": "https://labels.sachin-kale.com/api",
      "description": "API base URL"
    }
  ]
}

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": {
    "label-image-mcp": {
      "command": "uvx",
      "args": [
        "label-image-mcp==0.8.1"
      ],
      "env": {
        "LABEL_USERNAME": "<YOUR_LABEL_USERNAME>",
        "LABEL_PASSWORD": "<YOUR_LABEL_PASSWORD>",
        "LABEL_API_URL": "<YOUR_LABEL_API_URL>"
      }
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.
Cline configuration
{
  "mcpServers": {
    "label-image-mcp": {
      "command": "uvx",
      "args": [
        "label-image-mcp==0.8.1"
      ],
      "env": {
        "LABEL_USERNAME": "<YOUR_LABEL_USERNAME>",
        "LABEL_PASSWORD": "<YOUR_LABEL_PASSWORD>",
        "LABEL_API_URL": "<YOUR_LABEL_API_URL>"
      }
    }
  }
}

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": {
    "label-image-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "label-image-mcp==0.8.1"
      ],
      "env": {
        "LABEL_USERNAME": "<YOUR_LABEL_USERNAME>",
        "LABEL_PASSWORD": "<YOUR_LABEL_PASSWORD>",
        "LABEL_API_URL": "<YOUR_LABEL_API_URL>"
      }
    }
  }
}

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": {
    "label-image-mcp": {
      "command": "uvx",
      "args": [
        "label-image-mcp==0.8.1"
      ],
      "env": {
        "LABEL_USERNAME": "<YOUR_LABEL_USERNAME>",
        "LABEL_PASSWORD": "<YOUR_LABEL_PASSWORD>",
        "LABEL_API_URL": "<YOUR_LABEL_API_URL>"
      }
    }
  }
}

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