Image Label MCP Server

by sachinbkale27io.github.sachinbkale27/label-image-mcpv0.1.0

Manage images and annotations in the Image Label annotation tool (histopathology, microscopy): bulk upload, annotation clean-up and COCO/YOLO dataset export.

0Pythonstdioofficial registry

context tax

pending

security

pending

cold start

pending

freshness

pending

Our reading of Image Label, from the data

Image Label is a images, video & audio MCP server from sachinbkale27, listed in the official MCP Registry.

We haven't measured its tool list yet, so its token cost is unknown.

With 0 GitHub stars it ranks #771 of 2,354 images, video & audio servers we index.

It runs locally on your machine over stdio and needs one secret (LABEL_PASSWORD); use a scoped, least-privilege key.

Install Image Label MCP server

claude mcp add label-image -e LABEL_PASSWORD='<label-password>' -- uvx label-image-mcp

{
  "mcpServers": {
    "label-image": {
      "command": "uvx",
      "args": [
        "label-image-mcp"
      ],
      "env": {
        "LABEL_PASSWORD": "<label-password>"
      }
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (project).

{
  "mcpServers": {
    "label-image": {
      "command": "uvx",
      "args": [
        "label-image-mcp"
      ],
      "env": {
        "LABEL_PASSWORD": "<label-password>"
      }
    }
  }
}

Settings → Developer → Edit Config (claude_desktop_config.json), then restart.

{
  "servers": {
    "label-image": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "label-image-mcp"
      ],
      "env": {
        "LABEL_PASSWORD": "<label-password>"
      }
    }
  }
}

Add to .vscode/mcp.json in your workspace.

{
  "mcpServers": {
    "label-image": {
      "command": "uvx",
      "args": [
        "label-image-mcp"
      ],
      "env": {
        "LABEL_PASSWORD": "<label-password>"
      }
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json.

Configuration

Variable	Required	Secret	Description
LABEL_USERNAME	—	—	Image Label account username (needed to save annotations and upload)
LABEL_PASSWORD	—	yes	Image Label account password
LABEL_API_URL	—	—	API base URL

Freshness

Not enough public signals yet to judge maintenance.

Last commit (default branch)
2026-10-18 · today · GitHub
Latest release
2026-10-17 · 1d ago · GitHub · v0.1.0
Package published
no data · npm/PyPI
Registry entry updated
2026-10-17 · 1d ago · official registry · v0.1.0

How it compares in Images, Video & Audio

Against the most-starred images, video & audio servers we index. Token cost is per model turn, measured from each server's live tool list.

Server	Stars	Tools	Tokens / turn	Freshness	Runs
Image Label (this)	0	—	not measured	—	local
Screenpipe	21,982	—	not measured	Active	—
screenpipe	21,982	—	not measured	Active	local
FunASR	20,748	—	not measured	Active	local
Agent-Native Analytics	7,433	—	not measured	Active	hosted
Remove AI Watermarks	6,054	—	not measured	—	local

All images, video & audio MCP servers

FAQ

›How do I install the Image Label MCP server in Claude Code?

Run: claude mcp add label-image -e LABEL_PASSWORD='<label-password>' -- uvx label-image-mcp. For Cursor, VS Code, Claude Desktop and Windsurf, use the install tabs above.

›Does Image Label require an API key?

Yes. It expects LABEL_PASSWORD, of which 1 is a secret.

›Can I use Image Label as a remote (hosted) MCP server?

No hosted endpoint is published; it runs locally over stdio.

›Is Image Label in the official MCP registry?

Yes, as io.github.sachinbkale27/label-image-mcp.

Sources and method

Official MCP Registry entry: updated 2026-10-17
GitHub repository: fetched 2026-10-19
Package registry (npm / PyPI): listed
Last checked against all sources: 2026-10-19

The description, packages and links come from the maintainer's own published metadata. Token cost, security signals, freshness and the reading above are MCPSkillHub's own measurements; see the methodology. Spot an error? Request a correction or claim the listing.