Agent skill · Databases

hmdb-database

Access Human Metabolome Database (220K+ metabolites). Search by name/ID/structure, retrieve chemical properties, biomarker data, NMR/MS spectra, pathways, for metabolomics and identification.

FreedomIntelligencegithub.com/FreedomIntelligenceGitHub ↗
claude-code
Install
npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill hmdb-database --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

Facts
Files in the skill folder: 2
SKILL.md size: 7 KB
Bundled scripts: none
Path: skills/hmdb-database/SKILL.md
Open the folder on GitHub →
Where it comes from
Stars: 2,909
Language: Python
Read our review of the source →

Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.

From the SKILL.md

# HMDB Database ## Overview The Human Metabolome Database (HMDB) is a comprehensive, freely available resource containing detailed information about small molecule metabolites found in the human body. ## When to Use This Skill This skill should be used when performing metabolomics research, clinical chemistry, biomarker discovery, or metabolite identification tasks. ## Database Contents HMDB version 5.0 (current as of 2025) contains: - **220,945 metabolite entries** covering both water-soluble and lipid-soluble compounds - **8,610 protein sequences** for enzymes and transporters involved in metabolism - **130+ data fields per metabolite** including: - Chemical properties (structure, formula, molecular weight, InChI, SMILES) - Clinical data (biomarker associations, diseases, normal/abnormal concentrations) - Biological information (pathways, reactions, locations) - Spectroscopic data (NMR, MS, MS-MS spectra) - External database links (KEGG, PubChem, MetaCyc, ChEBI, PDB, UniProt, GenBank) ## Core Capabilities ### 1. Web-Based Metabolite Searches Access HMDB through the web interface at https://www.hmdb.ca/ for: **Text Searches:** - Search by metabolite name, synonym, or identifier (H

What's inside
Steps it walks through
  1. Overview
  2. When to Use This Skill
  3. Database Contents
  4. Core Capabilities
  5. 1. Web-Based Metabolite Searches
  6. 2. Accessing Metabolite Information
  7. 3. Downloadable Datasets
  8. 4. Programmatic API Access
  9. 5. Common Research Workflows
  10. Related HMDB Resources
  11. Best Practices
  12. Reference Documentation
Ships with 1 file
  • references/hmdb_data_fields.md
More from OpenClaw-Medical-Skills
All skills →
About this skill
What does the hmdb-database skill do?

Access Human Metabolome Database (220K+ metabolites). Search by name/ID/structure, retrieve chemical properties, biomarker data, NMR/MS spectra, pathways, for metabolomics and identification.

How do I install it?

Run `npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill hmdb-database --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.

Where does this skill come from?

From FreedomIntelligence/OpenClaw-Medical-Skills, a repository with 2,909 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.

Is a popular skill a good skill?

Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.

Keep going