Use Cases

Six example workflows — each runs 1:1 in Claude, ChatGPT or Cursor.

Retrosynthesis in chat

Claude analyses your target molecule, proposes routes, checks druglikeness and ADME profiles, and exports the building-block list. Tools: covachem_design, covachem_adme, covachem_druglikeness, chemreason_analyze.

Plan an ICH stability study

Generate ICH-Q1A-compliant plans, fit Arrhenius models, derive shelf-life bands — straight from a ChatGPT tab. Tools: covastab_*.

Docking screen from Cursor

From a Cursor notebook: load a SMILES list, run a docking pipeline, rank hits by binding energy and synthesisability. Tools: covadock_*, covafold_*, covachem_compare.

Formulation optimisation with DoE

Recipe optimisation via RSM designs in Copilot. Proposal, data-collection plan, model fit, robustness check, recommendation — all by tool calls. Tools: covadoe_*, covaopt_*.

Antibody stability profile

From a sequence: hydrophobicity patches, aggregation risk, pI, viscosity hotspots. Tools: covabio_*, covastab_*.

Solubility screen for salt selection

pH-dependent solubility curves, antisolvent strategies, mixture predictions for salt form selection. Tools: covasolve_*.

Use Cases — CovaSyn MCP - CovaSyn