Transparent rule-based GitHub fake-star detector — LOW/MEDIUM/HIGH with per-rule evidence.
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io.github.ardev-lab/fake-star-audit is an MCP server that transparent rule-based GitHub fake-star detector — LOW/MEDIUM/HIGH with per-rule evidence. Its tool list has not been published yet over stdio, sse and http, requires no API key, and scores 82/100 on MCPpedia's security, maintenance and efficiency rubric.
Config is the same across clients — only the file and path differ.
{
"mcpServers": {
"fake-star-audit": {
"args": [
"fake-star-audit"
],
"command": "uvx"
}
}
}Are you the author?
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A transparent, dependency-free GitHub fake-star checker. One Python file, no token, no install — point it at a repo and get a LOW / MEDIUM / HIGH risk verdict with every rule explained.
Run this in your terminal to verify the server starts. Then let us know if it worked — your result helps other developers.
uvx 'fake-star-audit' 2>&1 | head -1 && echo "✓ Server started successfully"
After testing, let us know if it worked:
Five weighted categories — click any category to see the underlying evidence.
No known CVEs.
Checked fake-star-audit against OSV.dev.
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