Essential tools for Solana meme coin development include the Solana CLI for interacting with the blockchain, Rust for programming, and Anchor for simplifying program development. Additionally, use Solana Program Library (SPL) for token creation and Metaplex for NFTs, if needed. Development environments like Visual Studio Code, along with Solana-specific plugins, can streamline your workflow.