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chembl-database-bioactivity
75 / 100 · Review before installing
Check before installing. Some of what it can do is expected: a coding skill usually runs build and test commands.
By BioTender-max/awesome-bio-agent-skills (GitHub) · coding · 219 stars · scanned at commit 8cbdd18
Query ChEMBL (2M+ compounds, 19M+ bioactivity measurements, 13K+ targets) via the public REST/JSON API with plain `requests` — no SDK install required. Search compounds, retrieve IC50/Ki/EC50 bioactivities, find target inhibitors, run SAR, access drug mechanism/indication data.
Works with any agent that supports SKILL.md skills.
What this skill can do
Downloads and installs other software
The author does not mention this.
Found in 2 places.
Runs commands on your computer
The author does not mention this. Expected for a coding skill.
Found in 1 place.
Connects to the internet
The author does not mention this.
Found in 31 places.
Show 17 more
- skills/sciagent/chembl-database-bioactivity/SKILL.md, line 96
When passed via `requests.get(..., params={...})`, the library handles URL encoding automatically (including the commas in `__range` and `__in`). - skills/sciagent/chembl-database-bioactivity/SKILL.md, line 186
r = requests.get(f"{BASE}/molecule/CHEMBL25.json", timeout=15) - skills/sciagent/chembl-database-bioactivity/SKILL.md, line 191
r = requests.get(f"{BASE}/molecule.json", - skills/sciagent/chembl-database-bioactivity/SKILL.md, line 198
r = requests.get(f"{BASE}/molecule.json", - skills/sciagent/chembl-database-bioactivity/SKILL.md, line 215
r = requests.get(f"{BASE}/target/CHEMBL203.json", timeout=15) - skills/sciagent/chembl-database-bioactivity/SKILL.md, line 220
r = requests.get(f"{BASE}/target.json", - skills/sciagent/chembl-database-bioactivity/SKILL.md, line 230
r = requests.get(f"{BASE}/target.json", - skills/sciagent/chembl-database-bioactivity/SKILL.md, line 243
r = requests.get(f"{BASE}/activity.json", - skills/sciagent/chembl-database-bioactivity/SKILL.md, line 257
r = requests.get(f"{BASE}/activity.json", - skills/sciagent/chembl-database-bioactivity/SKILL.md, line 265
r = requests.get(f"{BASE}/activity.json", - skills/sciagent/chembl-database-bioactivity/SKILL.md, line 284
r = requests.get(f"{BASE}/similarity/{aspirin_smiles}/85.json", - skills/sciagent/chembl-database-bioactivity/SKILL.md, line 295
r = requests.get(f"{BASE}/substructure/{benzimidazole}.json", - skills/sciagent/chembl-database-bioactivity/SKILL.md, line 307
r = requests.get(f"{BASE}/drug/CHEMBL941.json", timeout=15) # imatinib - skills/sciagent/chembl-database-bioactivity/SKILL.md, line 313
r = requests.get(f"{BASE}/mechanism.json", - skills/sciagent/chembl-database-bioactivity/SKILL.md, line 319
r = requests.get(f"{BASE}/drug_indication.json", - skills/sciagent/chembl-database-bioactivity/SKILL.md, line 329
r = requests.get(f"{BASE}/image/CHEMBL25.svg", timeout=15) - skills/sciagent/chembl-database-bioactivity/SKILL.md, line 347
r = requests.get(f"{BASE}/target.json",
and 11 more places
Safer alternatives
Low-risk skills in the same category (coding) that look related. Check that one does what you need.
Install
Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.
if [ -e ~/.agents/skills/'chembl-database-bioactivity' ] || [ -L ~/.agents/skills/'chembl-database-bioactivity' ]; then echo 'A skill folder named chembl-database-bioactivity already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/BioTender-max/awesome-bio-agent-skills' "$d" && git -C "$d" checkout --quiet '8cbdd18837aa6296c4e77616a03b323bd69b57b1' -- 'skills/sciagent/chembl-database-bioactivity' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/sciagent/chembl-database-bioactivity' ~/.agents/skills/'chembl-database-bioactivity' && rm -rf "$d"; fi
Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'chembl-database-bioactivity' ~/.claude/skills/'chembl-database-bioactivity' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.
Badge for your README
The badge for BioTender-max/awesome-bio-agent-skills shows the score of its lowest-scoring skill.

[](https://zalavijaysinh.github.io/skilltrust/repos/BioTender-max/awesome-bio-agent-skills/)
Score history
| Date | Version | Score |
|---|
| 2026-11-07 | 8cbdd18 | 75 |