AG
Data & Repro
agentd-drug-discovery
AgentD autonomous drug discovery: target identification, hit finding, ADMET optimization.
FreedomIntelligence/OpenClaw-Medical-SkillsView
Data & Repro
CH
ChEMBL
Maintainer K-Dense Inc. · Last updated April 1, 2026
ChEMBL is a manually curated database of bioactive molecules maintained by the European Bioinformatics Institute (EBI), containing over 2 million compounds, 19 million bioactivity measurements, 13,000+ drug targets, and data on approved drugs and clinical candidates. Access and query this data programmatically using the ChEMBL Python client for drug discovery and medicinal chemistry research.
Original source
K-Dense-AI/claude-scientific-skills
https://github.com/K-Dense-AI/claude-scientific-skills/tree/main/scientific-skills/chembl-database
- Maintainer
- K-Dense Inc.
- License
- Unknown
- Last updated
- April 1, 2026
Skill Snapshot
Key Details From SKILL.md
Use cases
- Use ChEMBL for medicinal chemistry and drug-discovery work.
- Apply ChEMBL to compound, target, or screening workflows.
- **Compound searches**: Finding molecules by name, structure, or properties.
- **Target information**: Retrieving data about proteins, en.
Not for
- Do not rely on this catalog entry alone for installation or maintenance details.
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