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    An MCP server that automatically stars GitHub repositories your AI agent genuinely uses — cloning, installing as a dependency, reading source or docs, or adopting their approach — without manual starring. It enforces daily caps, idempotency, a blacklist, and a full audit ledger so the stars stay honest and reversible.
    6
    MIT