Molecule analysis
Canonicalization, descriptors (MW, logP, QED, TPSA), scaffold diversity, and novelty audits — computed with RDKit.
SciAgentKit gives Claude, Cursor, Gemini and Codex deterministic tools for drug discovery — descriptors, docking, molecular dynamics, and reports — instead of letting them invent numbers.
Deterministic, reproducible, manifest-backed. Each tool runs real science and records exactly how.
Canonicalization, descriptors (MW, logP, QED, TPSA), scaffold diversity, and novelty audits — computed with RDKit.
UniProt resolution, PDB ranking with mutation-aware alignment, coverage and resolution scoring.
Pocket detection (crystal-ligand, fpocket, P2Rank) and Vina/GNINA/smina docking with ranked poses.
OpenMM job setup, solvation and ions, plus trajectory RMSD/RMSF and ProLIF interaction analysis.
Professional Markdown / PDF / DOCX reports with tables, figures, and a reproducibility manifest.
Every run hashes its inputs and pins tool versions. Licensed, offline-verifiable, audit-ready.
Skills decide the workflow. MCP runs the science. Reports preserve the evidence.
Literature + UniProt/PDB ranking.
Ligand 3D + receptor cleanup.
Solubility, drug-likeness, PAINS/Brenk alerts.
Pocket detection + scoring.
OpenMM MD + trajectory.
Target-aware: toxicity + BBB weighted.
Assay + cell-line recommendations.
Signed PDF with everything.
Start free for 3 days. Upgrade any time — your license updates instantly.
Try the workflow, no card required.
For a single researcher.
Per-seat licenses for your lab (max 5).
Prices are illustrative for this demo. Team is per-seat (max 5). Add Expert review at checkout to have a specialist evaluate your results.
Spin up a license in seconds and wire it into Claude, Cursor, Gemini or Codex.