mcpbeat

Pubchem Pug Skill

openai/pubchem-pug-skill

Submit compact PubChem PUG REST requests for compound properties, descriptions, assay summaries, and substance metadata. Use when a user wants concise PubChem summaries

3k tokens
context cost
the whole folder, loaded on every use
3
files
ships runnable scripts
0
copies elsewhere
how many repositories repackaged it
4915
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/openai/plugins --skill pubchem-pug-skill

What comes with it

10 825 bytes besides the instruction
agents/openai.yaml
scripts/rest_request.py

The instruction itself

6 sections, as written by the author

Operating rules

  • Use scripts/rest_request.py for all PubChem PUG calls.
  • Use base_url=https://pubchem.ncbi.nlm.nih.gov/rest/pug.
  • Property and description endpoints usually return a single focused record; assay or broader list endpoints are better with max_items=10.
  • Re-run requests in long conversations instead of relying on older tool output.
  • Treat displayed ... in tool previews as UI truncation, not literal request content.

Execution behavior

  • Return concise markdown summaries from the script JSON by default.
  • Prefer property, description, assay summary, and substance paths instead of broad record dumps.
  • If the user needs the full payload, set save_raw=true and report the saved file path.

Input

  • Read one JSON object from stdin.
  • Required fields: base_url, path
  • Optional fields: method, params, headers, json_body, form_body, record_path, response_format, max_items, max_depth, timeout_sec, save_raw, raw_output_path
  • Common PubChem patterns:
  • {"base_url":"https://pubchem.ncbi.nlm.nih.gov/rest/pug","path":"compound/name/aspirin/property/MolecularFormula,MolecularWeight/JSON","record_path":"PropertyTable.Properties"}
  • {"base_url":"https://pubchem.ncbi.nlm.nih.gov/rest/pug","path":"compound/cid/2244/description/JSON","record_path":"InformationList.Information","max_items":10}
  • {"base_url":"https://pubchem.ncbi.nlm.nih.gov/rest/pug","path":"assay/aid/1706/summary/JSON","record_path":"AssaySummaries","max_items":10}

Output

  • Success returns ok, source, path, method, status_code, warnings, and either compact records or a compact summary.
  • Use raw_output_path when save_raw=true.
  • Failure returns ok=false with error.code and error.message.

Execution

echo '{"base_url":"https://pubchem.ncbi.nlm.nih.gov/rest/pug","path":"compound/name/aspirin/property/MolecularFormula,MolecularWeight/JSON","record_path":"PropertyTable.Properties"}' | python scripts/rest_request.py

References

  • No additional runtime references are required; keep the import package limited to this file and scripts/rest_request.py.

How to use it

Copy the folder

Take openai/pubchem-pug-skill 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.