Find the right AI tools for any job, task or industry.TASK
Drug discovery & molecular design
Explore targets, predict structures, and design candidate molecules. ToolGrail lists 15 AI tools for this task, including Insilico Medicine, ColabFold, Geneious and RDKit.
Tools for this task
| Tool | What it does | Pricing | Type | Evidence |
|---|---|---|---|---|
| Insilico MedicineInsilico Medicine | Generative AI platform for target identification, molecule design and clinical trial prediction. | Pricing not verified | Tool | Site checked |
| ColabFoldColabFold community | Open-source protein structure prediction that runs AlphaFold-style models in notebooks or locally. | Open source | Tool | Site checked |
| GeneiousGeneious | Bioinformatics software for sequence analysis, antibody discovery and molecular biology. | Paid | Tool | Site checked |
| RDKitRDKit community | Open-source cheminformatics toolkit widely used in drug discovery and ML. | Open source | Tool | Site checked |
| RowanRowan Scientific | Cloud computational chemistry with machine-learning and quantum methods. | Free + paid | Tool | Site checked |
| AlphaFold ServerGoogle DeepMind | Predict structures of proteins and their interactions with DNA, RNA, ligands and ions. | Pricing not verified | Tool | Site checked |
| BenchlingBenchling | R&D cloud for notebooks, molecular biology, sample tracking and AI-assisted scientific work. | Pricing not verified | Tool | Site checked |
| BenchSciBenchSci | AI assistant for preclinical R&D that maps biological evidence to experiments and reagents. | Pricing not verified | Tool | Site checked |
| CausalyCausaly | Biomedical knowledge platform that surfaces cause-and-effect evidence across scientific literature. | Pricing not verified | Tool | Site checked |
| CertaraCertara | Biosimulation and regulatory science software, including pharmacokinetic modelling. | Pricing not verified | Tool | Site checked |
| ChemifyChemify | Automated synthesis and digital chemistry platform for designing and making molecules. | Pricing not verified | Tool | Site checked |
| Maven BioNot verified | Live intelligence for biopharma teams on drugs, trials, companies, deals, and source evidence. | Pricing not verified | Tool + MCP | Site checked |
| OwkinOwkin | Agentic AI and federated learning for biomarker, target and pathology research. | Pricing not verified | Tool | Site checked |
| RecursionRecursion | Techbio company using phenomics, large datasets and machine learning for drug discovery. | Pricing not verified | Tool | Site checked |
| SchrödingerSchrödinger | Physics-based and machine-learning molecular modelling for drug discovery and materials science. | Pricing not verified | Tool | Site checked |
Roles that do this work
Research associateLaboratory technicianBioinformatics traineeMedicinal chemistComputational chemistStructural biologistBioinformaticianComputational biologistPharmacologistToxicologistFormulation scientistImmunologistGeneticistMolecular biologistProcess development scientistPrincipal scientistDiscovery team lead
Sectors where it is common
No paid ranking. Reviewed 2026-11-04. Tool fit is an editorial suggestion based on published capabilities. See sources & methodology →