Audits a GitHub repository's stargazers for signs of fake-star injection across five deterministic axes (burst, suffix-farm, sequential-id cluster, same-second cluster, inter-star gap regularity) over two windows (oldest 100 + newest 30), plus extended signals. Returns LOW / MEDIUM / HIGH with every flag explained. Uses the anonymous GitHub API only — never reads a token, never writes files. Heuristic, not proof: read the evidence. The core (audit.py) is pure Python stdlib; this MCP server is an optional wrapper.
Server Config
{
"mcpServers": {
"fake-star-audit": {
"command": "python3",
"args": [
"/absolute/path/to/fake-star-audit/mcp_server.py"
]
}
}
}