Koskamo

Frontend Design Loop MCP

A design-first MCP server that enables coding agents to improve frontend websites through screenshot-grounded iteration. It allows agents to point at a repository, set a design goal, boot a local preview, capture screenshots, and iterate on the rendered result to produce a winning patch and proof artifacts.

Package and access

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

Frontend Design Loop MCP logo, by alexalexalex222Community listingLocal stdioSource reviewed; not executedPublished by alexalexalex222
You need:pipx install frontend-design-loop-mcp
Vendor documentation

Checks and signals

Each line is separate evidence, not a trust score.

  • Popularity 2 GitHub stars

What you can do with it

  • Improve website aesthetics via screenshot-grounded iteration
  • Capture proof artifacts for design changes
  • Generate winning patches for frontend improvements

Source and maintenance

Community listingRegistry 1.0.0MIT
mcp-registry: io.github.alexalexalex222/frontend-design-loop-mcp@1.0.0Source repository
Last repository push
Maintenance checked

Packages and installation

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

frontend-design-loop-mcp 1.0.0

pypi
frontend-design-loop-mcp package definition
{
  "version": "1.0.0",
  "transport": "stdio",
  "identifier": "frontend-design-loop-mcp",
  "registryType": "pypi",
  "registryBaseUrl": "https://pypi.org"
}

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": {
    "frontend-design-loop-mcp": {
      "command": "uvx",
      "args": [
        "frontend-design-loop-mcp==1.0.0"
      ]
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.
Cline configuration
{
  "mcpServers": {
    "frontend-design-loop-mcp": {
      "command": "uvx",
      "args": [
        "frontend-design-loop-mcp==1.0.0"
      ]
    }
  }
}

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": {
    "frontend-design-loop-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "frontend-design-loop-mcp==1.0.0"
      ]
    }
  }
}

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": {
    "frontend-design-loop-mcp": {
      "command": "uvx",
      "args": [
        "frontend-design-loop-mcp==1.0.0"
      ]
    }
  }
}

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