PubChem MCP Server
🔬 Introduction
An MCP (Model Context Protocol) server for the PubChem database, powered by PubChemPy.
What does it do? This server acts as a bridge between AI assistants (like Claude, Cursor, Trae) and the PubChem database, which is the world's largest collection of freely accessible chemical information. By integrating this MCP server, your AI assistant gains the ability to autonomously search, retrieve, and analyze millions of chemical compounds, substances, and bioassays directly within your chat or development environment.
Why use it? Instead of manually browsing the PubChem website to find molecular formulas, weights, structures (SMILES/InChI), synonyms or 3D conformers, you can simply ask your AI assistant. The AI can use the provided tools to query the database and batch retrieve properties for multiple chemicals.
Data source: all data is fetched in real time from PubChem's official REST services (PUG REST / PUG-View). This server keeps no local cache or database.
🚀 Installation & Configuration
You can use this server directly via uvx without manual installation.
Add the following to your MCP client configuration (e.g., claude_desktop_config.json):
{
"mcpServers": {
"pubchempy_server": {
"command": "uvx",
"args": [
"--refresh",
"pubchempy-mcp-server"
]
}
}
}
Note: The --refresh flag ensures you always pull the latest version from PyPI.
🛠️ Available Tools (API Reference)
This server exposes 40 semantic tools, each named as pubchem_{action}_{entity}_by_{identifier} so the source database (pubchem), the action (search / get / resolve), the entity and the search key are always explicit.
1. Compound Search (pubchem_search_compound_by_*)
Retrieve standardized compound records from the PubChem database.
- Tools:
pubchem_search_compound_by_cidpubchem_search_compound_by_namepubchem_search_compound_by_smilespubchem_search_compound_by_sdfpubchem_search_compound_by_inchipubchem_search_compound_by_inchikeypubchem_search_compound_by_formulapubchem_search_compound_by_cids(batch: pass a list of CIDs)
- Arguments:
identifier: The search query (int for cid, str for others).searchtype(Optional): Advanced search type (substructure,superstructure,similarity).cids(for the batch tool): A list of CIDs (at most 100 per request).
2. Substance Search (pubchem_search_substance_by_*)
Retrieve raw, unstandardized substance records as originally deposited to PubChem.
- Tools:
pubchem_search_substance_by_sidpubchem_search_substance_by_namepubchem_search_substance_by_sourceid(requiressourceidandsource_name)
3. Assay Search (pubchem_search_assay_by_aid)
Retrieve bioassay (biological activity) records.
- Tools:
pubchem_search_assay_by_aid
4. Properties Retrieval (pubchem_get_property_by_*)
Efficiently retrieve specific chemical properties in batch without downloading the entire compound record.
- Tools:
pubchem_get_property_by_cid,name,smiles,sdf,inchi,inchikey,formulapubchem_get_property_by_cids(batch: pass a list of CIDs)
- Arguments:
properties: A list of desired properties (e.g.,['MolecularFormula', 'MolecularWeight', 'InChI', 'CanonicalSMILES', 'IsomericSMILES', 'XLogP']).identifier: The search query.cids(for the batch tool): A list of CIDs (at most 100 per request).
5. Synonyms & Aliases (pubchem_get_synonym_by_*)
Fetch all known aliases, systematic names, and trade names for a given chemical.
- Tools:
pubchem_get_synonym_by_cid,name,smiles,sdf,inchi,inchikey,formula
6. Identifier Resolution (pubchem_resolve_*_by_*)
Convert between different chemical identifiers (e.g., finding the CID for a specific name or SMILES).
- Tools:
pubchem_resolve_cid_by_name,smiles,inchi,inchikey,formulapubchem_resolve_sid_by_cid,namepubchem_resolve_aid_by_cid,name
7. 3D Structure & Descriptors (pubchem_get_*_by_cid)
Retrieve 3D conformers, computed descriptors, and atom/bond topology for a single compound.
- Tools:
pubchem_get_conformer_by_cid: 3D coordinates (note: not every compound has 3D data).pubchem_get_descriptor_by_cid: computed descriptors (MolecularWeight, XLogP, TPSA, HBondDonorCount, etc.); accepts an optionalpropertieslist, defaults to the standard set.pubchem_get_structure_by_cid: atom/bond topology (elements, coordinates, bond orders).pubchem_get_spectrum_by_cid: spectral data (1H/13C NMR, GC-MS, MS-MS, LC-MS, IR, FTIR, ATR-IR, UV, Raman) via PubChem PUG-View; not every compound has spectra.
💻 Local Development
If you want to contribute or run from source:
# Clone the repository
git clone https://github.com/yourusername/pubchem-mcp-server.git
cd pubchem-mcp-server
# Build and run using uv
uv build
uv run pubchempy-mcp-server
📜 License
This project is licensed under the AGPL-3.0 License with an additional Commercial Use Restriction clause.
- Copyleft: the AGPL-3.0 license is infectious — any derivative work or networked service based on this project must be released under the same license terms.
- Commercial use: any commercial use requires a separate commercial license from the author. Without such authorization, commercial use is prohibited.
See the LICENSE file for details.
🙏 Acknowledgments
This project is built upon and serves as an MCP wrapper for the excellent PubChemPy library created by mcs07. We extend our deepest gratitude to the original author and contributors of PubChemPy for providing such a robust Python interface to the PubChem PUG REST API.
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