The open-source cheminformatics tool subset of NovoMCP — RDKit properties/profiling + public-API search, as a library or over MCP.
Project description
novomcp-lite
The lightweight, open-source cheminformatics subset of NovoMCP. Eight zero-config tools — RDKit properties/profiling + public-API search — usable as a Python library or over MCP. Apache-2.0, ~two dependencies, no orchestration core, no services, no keys.
If all you want is the RDKit tool wrappers and a few public-API searches, this is that — nothing heavier.
pip install novomcp-lite
from novomcp_tools import compute_properties, molecule_profile
compute_properties("CC(=O)OC1=CC=CC=C1C(=O)O")
# {'molecular_weight': 180.159, 'logp': 1.31, 'tpsa': 63.6, 'qed': 0.55,
# 'lipinski_pass': True, ...}
molecule_profile("CC(=O)OC1=CC=CC=C1C(=O)O")
# properties + synthetic-accessibility score + RDKit structural alerts
The tools
| Tool | What it does |
|---|---|
calculate_properties |
MW, logP, TPSA, HBD/HBA, QED, Lipinski — in-process RDKit |
get_molecule_info |
basic properties + a real synthetic-accessibility (SA) score |
get_molecule_profile |
properties + SA + RDKit structural alerts (PAINS/BRENK) |
batch_profile |
profile up to 100 molecules at once |
screen_library |
screen up to 1000 SMILES; optional Lipinski filter |
search_chembl |
ChEMBL compounds / targets / activities (EBI public API) |
search_clinical_trials |
ClinicalTrials.gov v2 |
search_biorxiv |
bioRxiv / medRxiv preprints |
The five chem tools are fully offline (RDKit only). The three search tools call public APIs — no auth required.
As an MCP server
pip install "novomcp-lite[mcp]"
novomcp-lite # runs an MCP server over stdio
Point any MCP client (Claude Desktop, an agent, …) at that command and the eight tools appear. The tool logic is identical to the library.
What's intentionally not here
novomcp-lite is the thin, open subset. ADMET prediction, docking, molecular dynamics, quantum chemistry, FAVES compliance, the 122M-molecule index, and the autonomous discovery funnel live in the full NovoMCP engine and its optional compute services. Lite deliberately carries none of that weight — or its dependencies.
Relationship to the full engine
This package is the shared, Apache-2.0 foundation: the full engine builds its orchestration on top of the exact same tool logic you get here. One implementation, two products — so lite's numbers always match the engine's.
Develop
pip install -e ".[dev]"
pytest -q -m "not network" # offline chem + registry tests
pytest -m network # live public-API search tests
Contributing
Issues and PRs welcome — API ergonomics, more RDKit-native tools, packaging. Contributions are under Apache-2.0 (DCO sign-off: git commit -s).
License
Apache-2.0 — see LICENSE.
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