Koskamo

fake-star-audit MCP

A transparent, dependency-free GitHub fake-star detector that provides LOW/MEDIUM/HIGH risk verdicts with per-rule evidence. It uses the anonymous GitHub API to analyze star patterns without requiring tokens or accounts, exposing functionality via an MCP server for AI agents.

Package and access

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

fake-star-audit MCP logo, by ardev-labCommunity listingLocal stdioSource reviewed; not executedPublished by ardev-lab
Vendor documentation

What you can do with it

  • Detect fake stars on GitHub repositories
  • Analyze star growth patterns for risk assessment
  • Provide explainable evidence for star inflation flags

Source and maintenance

Community listingRegistry 0.1.2
mcp-registry: io.github.ardev-lab/fake-star-audit@0.1.2mcp-registry: io.github.Armada735/fake-star-audit@0.1.1Source repository
Maintenance checked

Packages and installation

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

fake-star-audit 0.1.2

pypiuvx
fake-star-audit package definition
{
  "version": "0.1.2",
  "transport": "stdio",
  "identifier": "fake-star-audit",
  "runtimeHint": "uvx",
  "registryType": "pypi",
  "registryBaseUrl": "https://pypi.org"
}

Tools

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

No tool definitions available.

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": {
    "fake-star-audit-mcp": {
      "command": "uvx",
      "args": [
        "fake-star-audit==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": {
    "fake-star-audit-mcp": {
      "command": "uvx",
      "args": [
        "fake-star-audit==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": {
    "fake-star-audit-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "fake-star-audit==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": {
    "fake-star-audit-mcp": {
      "command": "uvx",
      "args": [
        "fake-star-audit==0.1.2"
      ]
    }
  }
}

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