We developed an accurate taxonomic annotation strategy from metagenomic data for deep metaproteomic coverage, and also compared the performance of the state-of-the-art LC-MS/MS techniques using a simulated microbial community with 12 species. In addition, we also achieved deep proteome coverage of human gut microbiome from stool samples.