mcpbeat

Scanpy

christophacham/scanpy

Standard single-cell RNA-seq analysis pipeline. Use for QC, normalization, dimensionality reduction (PCA/UMAP/t-SNE), clustering, differential expression, and visualization. Best for exploratory scRNA-seq analysis with established workflows. For deep learning models use scvi-tools; for data format questions use anndata.

13k tokens
context cost
the whole folder, loaded on every use
6
files
ships runnable scripts
3
copies elsewhere
how many repositories repackaged it
73
stars on the repo
on the repository, not the skill itself

Install

one command, takes just this skill from the repository
npx skills add https://github.com/christophacham/agent-skills-library --skill scanpy

Repackaged in 3 other repositories

same content, different owner
agent-skills-hub/agent-skills-hub open on GitHub →
aiskillstore/marketplace open on GitHub →
ComeOnOliver/skillshub open on GitHub →

How to use it

Copy the folder

Take christophacham/scanpy from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

The agent identifies a skill by the name field in its header. Two skills with the same name cannot sit side by side — one of them will be ignored.