InternScience/MolClaw

MolClaw: An Autonomous Agent with Hierarchical Skills for Drug Molecule Evaluation, Screening, and Optimization

33Stars on the repository
66Mods indexed here, across every type
29d agoLast push, which is what freshness is scored on
MITLicence, which decides whether bodies are shown

InternScience/MolClaw

Skill Claude CodeCodex

Design or score protein sequences from PDB structures using a ProteinMPNN workflow wrapper.

not rated 33 29d ago A 26 tokens original MIT

InternScience/MolClaw

Skill Claude CodeCodex

Rebuilds incomplete protein PDB structures with PULCHRA for downstream docking and simulation preparation.

not rated 33 29d ago A 30 tokens original MIT

InternScience/MolClaw

Skill Claude CodeCodex

Perform molecular docking using QuickVina2-GPU between target protein structure and small molecules.

not rated 33 29d ago A 27 tokens original MIT

molclaw-run-bioemu

55

InternScience/MolClaw

Skill Claude CodeCodex

Run BioEmu sequence sampling and extract ensemble structures for downstream conformation analysis.

not rated 33 29d ago A 24 tokens original MIT

molclaw-scp-server

56

InternScience/MolClaw

Skill Claude CodeCodex

All tools utilized within MolClaw skills connect via the MCP protocol. This skill is the unified guide for connecting to the deployed MCP server before invoking tools.

not rated 33 29d ago A 38 tokens original MIT

InternScience/MolClaw

Skill Claude CodeCodex

Formats extracted execution patterns into standard MolClaw skill documents. Accepts structured input from the Skill Crystallization Meta-Workflow (L2-12) and outputs a properly formatted L1 or L2 skill document conforming to MolClaw conventions. This skill ensures that auto-generated skills are structurally identical…

not rated 33 29d ago A 88 tokens original MIT

InternScience/MolClaw

Skill Claude CodeCodex

Edit molecular structures in SMILES notation by adding, deleting, or replacing functional groups. Use this skill whenever the user asks to modify a molecule's SMILES by manipulating functional groups (e.g., "delete hydroxyl", "add nitrile", "replace amine with carboxyl"). This skill prevents the most common error…

not rated 33 29d ago A 0 tokens original MIT

InternScience/MolClaw

Skill Claude CodeCodex

Render a molecule from a SMILES string or a server-side molecular structure file with the MolClaw MCP tool visualizemolecule.

not rated 33 29d ago A 37 tokens original MIT

InternScience/MolClaw

Skill Claude CodeCodex

Render a server-side PDB protein structure as a PNG with the MolClaw MCP tool visualizeprotein.

not rated 33 29d ago A 33 tokens original MIT

agent-browser

63

InternScience/MolClaw

Skill Claude Code

Browse the web for any task — research topics, read articles, interact with web apps, fill forms, take screenshots, extract data, and test web pages. Use whenever a browser would be useful, not just when the user explicitly asks.

not rated 33 29d ago A 51 tokens copy · 100% MIT

multi-search-engine

64

InternScience/MolClaw

Skill Claude CodeCodex

Multi search engine integration with 17 engines (8 CN + 9 Global). Supports advanced search operators, time filters, site search, privacy engines, and WolframAlpha knowledge queries. No API keys required.

not rated 33 29d ago A 46 tokens copy · 100% MIT

pubmed-search

65

InternScience/MolClaw

Skill Claude CodeCodex

Search PubMed for scientific literature. Use when the user asks to find papers, search literature, look up research, find publications, or asks about recent studies. Triggers on "pubmed", "papers", "literature", "publications", "research on", "studies about".

not rated 33 29d ago A 63 tokens original MIT

wikipedia-search

66

InternScience/MolClaw

Skill Claude CodeCodex

Search and fetch structured content from Wikipedia using the MediaWiki API for reliable, encyclopedic information.

not rated 33 29d ago A 22 tokens original MIT

At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: