SERVER

Histopathology Annotation MCP

Rank #5,970

io.github.sachinbkale27/label-image-mcp

Image annotation, incl. histopathology: nuclei, outlines, QC → QuPath/COCO/YOLO. No GPU.

18 versions

by sachinbkale27 (1 servers)View repository ↗

First listed

Oct 17, 2026

Last publish date

Oct 27, 2026

PURPOSE

What you can do with Histopathology Annotation MCP

Histopathology Annotation MCP is a Model Context Protocol (MCP) server published by sachinbkale27. It ranks #5,970 of 164,500 active servers on MCP Toplist. Histopathology Annotation MCP is listed across 2 registries — Official MCP and Glama, with 18 tracked versions. It was first listed on Oct 17, 2026 and most recently updated on Oct 27, 2026.

Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.

CAPABILITIES AND LIMITATIONS

What Histopathology Annotation MCP can and cannot do

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

REQUIREMENTS

What you need before using Histopathology Annotation MCP

DeclaredNo credentialsNo credentials declared

The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.

Declared by Glama, last synced Oct 31, 2026. Not independently verified by MCP Toplist.

Declared in the registry install config

LABEL_USERNAME · optional
LABEL_PASSWORD · optional
LABEL_API_URL · optional

INSTALLATION AND FIRST TASK

Connect Histopathology Annotation MCP and confirm it works

Python package (PyPI)

claude mcp add label-image-mcp -e "LABEL_USERNAME=<your LABEL_USERNAME>" -e "LABEL_PASSWORD=<your LABEL_PASSWORD>" -e "LABEL_API_URL=<your LABEL_API_URL>" -- uvx label-image-mcp

Replace each placeholder with your own value before saving.

Python package (PyPI)

[mcp_servers.label-image-mcp]
command = "uvx"
args = ["label-image-mcp"]

[mcp_servers.label-image-mcp.env]
LABEL_USERNAME = "<your LABEL_USERNAME>"
LABEL_PASSWORD = "<your LABEL_PASSWORD>"
LABEL_API_URL = "<your LABEL_API_URL>"

Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.

Python package (PyPI)

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

Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.

Python package (PyPI)

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

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.

Python package (PyPI)

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

Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.

Python package (PyPI)

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

Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.

Python package (PyPI)

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

Replace each placeholder with your own value before saving.

First successful task

After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed: Oct 17, 2026
Latest version published: Oct 27, 2026
Version history: 18 versions tracked (below)
Requirements evidence: Declared by Glama, last synced Oct 31, 2026. Not independently verified by MCP Toplist.
Profile checked: Not yet — purpose, capabilities and requirements above come from registry data only
Ranking data as of: Oct 31, 2026

Registry sightings

Official MCP ↗listed since Oct 17, 2026 · still listed
Glama ↗listed since Oct 17, 2026 · still listed

Do you maintain Histopathology Annotation MCP? to correct or enrich this profile.

VERSIONS

Available versions (18)

Version	Published
0.8.1	Oct 27, 2026
0.8.0	Oct 25, 2026
0.7.3	Oct 25, 2026
0.7.2	Oct 25, 2026
0.7.1	Oct 25, 2026
0.7.0	Oct 25, 2026
0.6.1	Oct 25, 2026
0.6.0	Oct 25, 2026
0.5.0	Oct 25, 2026
0.4.0	Oct 24, 2026
0.3.6	Oct 24, 2026
0.3.5	Oct 24, 2026
0.3.4	Oct 24, 2026
0.3.3	Oct 24, 2026
0.3.2	Oct 24, 2026
0.3.1	Oct 24, 2026
0.2.0	Oct 23, 2026
0.1.0	Oct 17, 2026

STANDING

#5,970of 164,500 active serversTop 5%

Ranks ahead of 158,530 of 164,500 servers on MCP Toplist.

BADGE

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

Markdown

[![MCP Toplist](https://mcptoplist.com/badge/io.github.sachinbkale27%2Flabel-image-mcp.svg)](https://mcptoplist.com/server/io.github.sachinbkale27%2Flabel-image-mcp)

HTML

<a href="https://mcptoplist.com/server/io.github.sachinbkale27%2Flabel-image-mcp"><img src="https://mcptoplist.com/badge/io.github.sachinbkale27%2Flabel-image-mcp.svg" alt="MCP Toplist: Top 5% of 164,500" /></a>

Variants: append ?metric=score or ?metric=stars to the image URL.

FAQ

Frequently asked questions

Who maintains Histopathology Annotation MCP?: Histopathology Annotation MCP is maintained by sachinbkale27, which publishes 1 MCP server (18 total versions) tracked on MCP Toplist.
Is Histopathology Annotation MCP listed on the Official MCP Registry?: Yes — Histopathology Annotation MCP is listed on the Official MCP Registry, alongside Glama.
How many versions does Histopathology Annotation MCP have?: MCP Toplist tracks 18 versions of Histopathology Annotation MCP, most recently published on Oct 27, 2026.
Where can I find the source code for Histopathology Annotation MCP?: The source code for Histopathology Annotation MCP is hosted at github.com/sachinbkale27/label-image-mcp.

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