mcpbeat

Matchms Spectral Matching

biotender-max/matchms-spectral-matching

MS spectral matching and metabolite ID with matchms. Import spectra (mzML, MGF, MSP, JSON), filter/normalize peaks, score similarity (cosine, modified cosine, fingerprint), build reproducible pipelines, identify unknowns vs spectral libraries. Use pyopenms for full LC-MS/MS proteomics.

12k tokens
context cost
the whole folder, loaded on every use
3
files
instructions only
1
copies elsewhere
how many repositories repackaged it
132
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/BioTender-max/awesome-bio-agent-skills --skill matchms-spectral-matching

Repackaged in 1 other repositories

same content, different owner
jaechang-hits/SciAgent-Skills open on GitHub →

How to use it

Copy the folder

Take biotender-max/matchms-spectral-matching 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.

Install what it needs

The instructions reference pip, uv. Without those the skill loads but fails at the first command.