Agent skill · Data & Analytics

medical-research-toolkit

Query 14+ biomedical databases for drug repurposing, target discovery, clinical trials, and literature research. Access ChEMBL, PubMed, ClinicalTrials.gov, OpenTargets, OpenFDA, OMIM, Reactome, KEGG, UniProt, and more through a unified MCP endpoint. Use when researching disease targets, finding approved/investigational drugs, searching clinical evidence, discovering genetic associations, or analyzing compound bioactivity data.

FreedomIntelligencegithub.com/FreedomIntelligenceGitHub ↗
claude-code
Install
npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill medical-research-toolkit --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

Facts
Files in the skill folder: 15
SKILL.md size: 10 KB
Bundled scripts: none
Path: skills/medical-research-toolkit/SKILL.md
Open the folder on GitHub →
Where it comes from
Stars: 2,909
Language: Python
Read our review of the source →

Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.

From the SKILL.md

# Medical Research Toolkit Query 14+ biomedical databases for drug repurposing, target discovery, clinical evidence, and literature research — all via a unified MCP endpoint. ## ⚡ 30-Second Start ```bash # Find drugs for myasthenia gravis curl -X POST https://mcp.cloud.curiloo.com/tools/unified/mcp \ -H "Content-Type: application/json" -H "Accept: application/json" \ -d '{"jsonrpc":"2.0","method":"tools/call","params":{"name":"chembl_find_drugs_by_indication","arguments":{"indication":"myasthenia gravis","max_results":10}},"id":1}' ``` **That's it!** You now have approved and investigational drugs for the disease. --- ## Quick Recipes ### Find Drugs for a Disease ```bash curl -X POST https://mcp.cloud.curiloo.com/tools/unified/mcp \ -H "Content-Type: application/json" -H "Accept: application/json" \ -d '{"jsonrpc":"2.0","method":"tools/call","params":{"name":"chembl_find_drugs_by_indication","arguments":{"indication":"myasthenia gravis","max_results":20}},"id":1}' ``` Returns: Approved + investigational drugs with max phase reached ### Find Disease Targets ```bash # First: Find disease ID curl -X POST https://mcp.cloud.curiloo.com/tools/unified/mcp \ -H "Content-Type: application/j

What's inside
Steps it walks through
  1. ⚡ 30-Second Start
  2. Quick Recipes
  3. Find Drugs for a Disease
  4. Find Disease Targets
  5. Search Literature
  6. Find Active Clinical Trials
  7. Check Drug Safety
  8. What You Get
  9. Use Cases
  10. 🧬 Drug Repurposing
  11. 🔬 Target Discovery
  12. 📋 Clinical Evidence Review
  13. 📊 Literature Mining
  14. API Endpoint
Ships with 14 files
  • .DS_Store
  • OPENCLAW-USAGE.md
  • README.md
  • RELEASE-NOTES.md
  • TESTING-CHECKLIST.md
  • _meta.json
  • references/chembl.md
  • references/clinical-trials.md
  • references/omim.md
  • references/openfda.md
  • references/opentargets.md
  • references/other-apis.md
  • references/pubmed.md
  • scripts/drug-repurposing-workflow.md
Commands it runs
Find drugs for myasthenia gravis
curl -X POST https://mcp.cloud.curiloo.com/tools/unified/mcp \
pip install medical-mcps
medical-mcps
Available at: http://localhost:8000/tools/unified/mcp
Search multiple targets
for gene in CHRNE RAPSN LRP4; do
sleep 1  # Be nice to the API
done
More from OpenClaw-Medical-Skills
All skills →
About this skill
What does the medical-research-toolkit skill do?

Query 14+ biomedical databases for drug repurposing, target discovery, clinical trials, and literature research. Access ChEMBL, PubMed, ClinicalTrials.gov, OpenTargets, OpenFDA, OMIM, Reactome, KEGG, UniProt, and more through a unified MCP endpoint. Use when researching disease targets, finding approved/investigational drugs, searching clinical evidence, discovering genetic associations, or analyzing compound bioactivity data.

How do I install it?

Run `npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill medical-research-toolkit --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.

Where does this skill come from?

From FreedomIntelligence/OpenClaw-Medical-Skills, a repository with 2,909 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.

Is a popular skill a good skill?

Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.

Keep going