Gzip is a widely-used file compression and decompression tool that reduces file size by identifying and eliminating redundancy in data, making it crucial for efficient data storage and transfer. It employs the DEFLATE algorithm, which combines LZ77 compression and Huffman coding, to achieve high compression ratios while maintaining data integrity.