immunology_search
shallowio.github.pipeworx-io/catnap · Verify this server
Search the LANL HIV Molecular Immunology Database for T-cell epitopes (CTL/CD8+ or T-helper/CD4+) or antibody binding sites — a different question from catnap_search_neutralization: this is about WHERE on the virus an immune response targets and WHICH HLA restricts it, not how potently an antibody neutralizes. Answers "what CTL epitopes are in HIV Gag", "which antibodies bind the CD4 binding site", "what HLA restricts this epitope", "find epitopes at position 296-331 of Env". Queried LIVE against LANL's own keyless JSON API (no ingest — always current). table selects which of the three response types you get: ctl (CD8+ T-cell), helper (CD4+ T-cell), or ab (antibody binding sites). At least one of mab_name, epitope, protein_name is required. Returns citation, keywords, HXB2 coordinates and (for ab) binding region/neutralizing classification for each match.
1 trials · measured 14 days ago
immunology_search scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.pipeworx-io/catnap, measured 23 Sept 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
- self-provisionable
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-09-23 | 100.0 | shallow | v0.2.0 |
Probe evidence
| Probe | Outcomes |
|---|---|
| schema_integrity | pass: 1 |
Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.
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[](https://vouch.tools/tools/4175c3aa-a75b-4ab0-ad19-a9d45fc998aa)