- Dense Evolution @tatopenn-cell/dense-evolutionReal quantum circuit simulator, VQE, molecular Hamiltonians, QM/MM forces, and MD via 21 tools.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.17 GitHub stars.
- Molecular @andylbrummer/molecular-mcpGPU-accelerated MCP server for molecular dynamics, N-body simulations, and particle systems4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.3 GitHub stars.
- Labmate @jonasrackl/labmate-mcp81 chemistry tools — literature, calculations, retrosynthesis3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.3 GitHub stars.
- ChemCP @scottmreed/chemcpMCP App that renders 2D molecular structures from SMILES using RDKit.js3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.2 GitHub stars.
- ColabFit @colabfit/colabfit-mcpAn MCP server that provides access to the ColabFit database5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.2 GitHub stars.
- cmxflow @b-shields/cmxflowComposable, tunable cheminformatics workflows: library preparation, clustering, docking, and more.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.2 GitHub stars.
- Anvil @the-warl0ck/anvil-mcpLocal physics/chemistry bench as MCP: plain words in, 12-domain simulations out.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.1 GitHub stars.
- live ChemDraw @maleitch/live-chemdraw-mcpConnects AI assistants to a live ChemDraw window on Windows via COM automation.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from a package registry.1 GitHub stars.
- VMD Hydrate @wjgoarxiv/vmd-hydrate-mcpDrive VMD for GROMACS/LAMMPS analysis + clathrate-hydrate cage science (needs a local VMD)4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.1 GitHub stars.
- HEA-Bench @dfieser/hea-benchHigh-entropy alloy and oxide descriptors, phase rules, corpus, properties, and design tools.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.1 GitHub stars.
- Jarroba Tools @invarato/jarroba-tools134 deterministic tools for your AI: logs, tests, SQL, diagrams, SPARQL. Local, no network.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
- Saturday Materials @toki0413/saturday-materialsMaterials computing tools for AI agents: structures, engines, phonons, EOS, NEB, sampling, lineage.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
- ChemGlyph @random-orbit/chemglyphPublication-quality chemical structure and reaction rendering for AI agents.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
- Msds Chain @littleblakew/msds-chainChemical safety intelligence — 24 tools: compatibility, hazards, PPE, compliance, SDS lookup4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
- DECIMER MCP Server @docminus/decimer-mcp-serverMCP server for DECIMER image-to-SMILES chemical structure recognition3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
- PubChem @mrfentmen/pubchem-mcpLook up chemical compound properties and synonyms from PubChem. No key required.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
- ChEMBL @mrfentmen/chembl-mcpDrug molecules and bioactivity from the ChEMBL database. No key required.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
- Alchemite MCP @intellegens/alchemite-mcpDesign experiments and make predictions for materials & chemicals properties in your local agent6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.