Bin Chicken Targeted metagenomic co-assembly to recover novel genomes (Nature Methods 2025). CoverM Read alignment statistics for metagenomics: coverage, relative abundance and genome-level mapping (Bioinformatics 2025). SingleM and Sandpiper Marker-gene based microbial community profiling and a searchable profile resource of >750,000 public metagenomes (Nature Biotechnology 2025). Aviary Hybrid assembly and genome recovery pipeline for metagenomes. Galah Scalable dereplication of metagenome-assembled genomes.