Performs quality control on single-cell RNA-seq data (.h5ad or .h5 files) using scverse best practices with MAD-based filtering and comprehensive visualizations. Use when users request QC analysis, filtering low-quality cells, assessing data quality, or following scverse/scanpy best practices for single-cell analysis.
AGENTS.md instructions for biocontext-ai/protocol-mcp, covering agent instructions, package management, install dependencies, install with test dependencies and run tests.
Claude Code instructions for biocontext-ai/nucleotide_archive_mcp, a project described as: European Nucleotide Archive dataset search MCP server for agentic RNA-sequencing data discovery.
MCP server for searching European Nucleotide Archive (ENA) datasets. Find RNA-seq studies, retrieve metadata, and discover related publications to validate research hypotheses. Runs locally from the nucleotide-archive-mcp Python package.