How to use
- Copy the installation command and review the source package before installing it in your own agent environment.
- Check the source document for required tools, credentials and supported hosts.
- Describe your input and desired deliverable; review the output against the source material.
npx skills add https://github.com/google-deepmind/science-skills --skill pubchem-databaseBefore you start
- Installation does not include a model subscription, API allowance or permission to access your files.
- Repository stars and installation counts describe activity, not an independent quality or security test.
Rendered from the source repository. Headings, examples, code, tables, links, and referenced images are preserved.
PubChem Database
Prerequisites
- `uv`: Read the
uvskill and follow its Setup instructions to ensure
uv is installed and on PATH.
- User Notification: If .licenses/pubchemdatabaseLICENSE.txt does not
already exist in the workspace root directory then (1) prominently notify the user to check the terms at https://pubchem.ncbi.nlm.nih.gov/docs/citation-guidelines and https://pubchem.ncbi.nlm.nih.gov/docs/pug-rest, then (2) create the file recording the notification text and timestamp.
Quick Start
PubChem queries are executed via a robust Python wrapper script to respect terms-of-service and handle complex JSON parsing. This script allows safe multi-agent use of APIs.
Example: Resolve a chemical name to its Compound ID (CID)
uv run scripts/pubchem_api.py resolve --name "aspirin" --output result.jsonCore Rules
- Use the Wrapper: ALWAYS execute the provided helper scripts to query the
database rather than accessing the database directly. The scripts automatically enforce the required rate limit gracefully.
- Read the generated JSON output file, and process it with jq or code.
- Verify Facts: ALWAYS verify information retrieved from memory with a
database query if the user asks for a specific fact that can be checked in PubChem. Do not rely solely on internal knowledge.
- Notification: If this skill is used, ensure this is mentioned in the
output.
Core Capabilities
1. Compound Resolution (Name or InChI to Identifiers) Convert chemical/trade names or InChI strings into PubChem CIDs, SMILES, and InChIKeys.
uv run scripts/pubchem_api.py resolve --name "ibuprofen" --output result.json
# OR
uv run scripts/pubchem_api.py resolve --inchi "InChI=1S/C3/c1-3-2/i1+1" --output result.json2. Physical & Chemical Property Retrieval Fetch computed properties (e.g., MolecularWeight, XLogP, TPSA).
uv run scripts/pubchem_api.py properties --cid 2244 --output result.json3. Synonyms and Trade Names Find alternative names and brand names.
uv run scripts/pubchem_api.py synonyms --cid 2244 --output result.jsonAdvanced Context
4. Safety and Hazard Information (GHS) Retrieve Global Harmonized System hazard statements and handling precautions (uses PUG-View).
uv run scripts/pubchem_api.py safety --cid 2244 --output result.json5. Drug and Medication Information Fetch FDA pharmacology data, mechanism of action, and therapeutic uses (uses PUG-View).
uv run scripts/pubchem_api.py pharmacology --cid 2244 --output result.json6. Custom Heading (PUG-View) Retrieve any specific heading from the PUG-View system (e.g., 'Geometry', 'Crystal Structures').
uv run scripts/pubchem_api.py view --cid 3939 --heading "Crystal Structures" --output result.json7. Image Generation Retrieve 2D chemical structure images. The script returns a Markdown-formatted image link.
uv run scripts/pubchem_api.py image --cid 2244 --output result.jsonComplex Search & Biology
8. Structure-Based Searching (Similarity & Substructure) Find molecules similar to a SMILES string or containing a specific substructure.
uv run scripts/pubchem_api.py similarity --smiles "CC(=O)OC1=CC=CC=C1C(=O)O" --output result.jsonand
uv run scripts/pubchem_api.py substructure --smiles "C1=CC=CC=C1" --output result.json9. BioAssay & Target Interactions Identify genes or proteins a chemical interacts with.
uv run scripts/pubchem_api.py assays --cid 2244 --output result.jsonAdvanced Usage & Workflows
10. Cross-references (Xrefs) Fetch identifiers cross-referenced with a CID (e.g., PatentID, PubMedID).
uv run scripts/pubchem_api.py xrefs --cid 2244 --type "PatentID" --output result.json11. Property Range Search Find CIDs within a specific property range. Supported features include: molecular_weight, heavy_atom_count, xlogp, tpsa, h_bond_donor_count, h_bond_acceptor_count, rotatable_bond_count, exact_mass, monoisotopic_mass, and complexity.
uv run scripts/pubchem_api.py range --feature molecular_weight --min 400.0 --max 400.05 --output result.json12. Custom PUG-REST Query Execute a raw path against the PUG-REST API.
uv run scripts/pubchem_api.py query --path "compound/cid/2244/xrefs/PatentID/JSON" --output result.jsonFallback Search Strategies
If direct resolution by name or formula fails (e.g., for complex compounds or specific ions):
- Search for parent/neutral molecule: If searching for an ion or salt, try
searching for the neutral parent compound.
- Deconstruct complex formulas: If a complex formula returns no results,
try searching for major components or ligands.
- Use substructure or similarity search: If you have a SMILES string or
can generate one for a component, use it to find related compounds.
Complex Queries and Multi-Step Tasks
- Custom/Complex Queries: For more details, read
references/endpoints.md to construct raw PUG-REST URLs.
- Multi-Step Tasks: For complex tasks like drug discovery pipelines,
follow the checklists in references/workflows.md.


