search_ligands
shallowio.github.pipeworx-io/guidetopharmacology · Verify this server
Search the Guide to PHARMACOLOGY (IUPHAR/BPS) — an expert-curated pharmacology database — for drug ligands by name. Returns matching ligands with their GtoPdb ligand id, type (e.g. Synthetic organic, Peptide, Antibody, Metabolite), and approval status. Use the returned ligand id with ligand_interactions to find which protein targets it acts on. Keyless. Complements ChEMBL/DrugBank.
2 trials · measured 8 days ago
search_ligands scores 50.0/100 on Vouch's measured behaviour index, from 2 real invocation trials against io.github.pipeworx-io/guidetopharmacology, measured 25 Aug 2026 under methodology v0.2.0. Every measured component scored 100.
Component breakdown
| Component | Weight | Value |
|---|---|---|
| Reliability | 35% | not applicable |
| Schema integrity | 25% | 100.0 |
| Failure behaviour | 15% | not applicable |
| Latency | 15% | not applicable |
| Concurrency | 10% | not applicable |
Tool details
- Transport
- remote
- Credential class
- gated
- Category
- Health
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- read-only— Heuristically read-only-eligible (readonly-heuristic.ts) and sample-called by the Phase 0 census shallow probe.
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-08-25 | 50.0 | shallow | v0.2.0 |
Probe evidence
| Probe | Outcomes |
|---|---|
| schema_integrity | pass: 1 |
| sample_call | fail: 1 |
Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.
Embed this score
Available for every tool, scored or not — not a verification perk. Always links back to this page.
[](https://vouch.tools/tools/1f4cc63e-3866-46d9-96cd-ade2716c9b65)