pdb-structure-api

pdb-structure-api is a skill for Claude Code, Codex from wentorai/research-plugins. It costs 22 tokens per session (2,027 once invoked), scanned B, original, MIT.

An API for searching and retrieving experimentally determined three-dimensional structures of proteins and other biological molecules. The Protein Data Bank stores atomic coordinates, experiment details, sequences, and bound molecules.

In plain words
What is it for?
Use it to look up structures by identifier, search by text or attributes, and perform sequence or structure similarity searches.
Why use it?
It lets programs find structure records and metadata without manually browsing the Protein Data Bank website.

Skill for Claude CodeCodex

Which agent this was written for is unclear — built for openclaw. Also seen: built for openclaw.

Good fit Use it to look up structures by identifier, search by text or attributes, and perform sequence or structure similarity searches.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/wentorai/research-plugins/pdb-structure-api
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add wentorai/research-plugins --skill pdb-structure-api
Clone the repo
git clone --depth 1 https://github.com/wentorai/research-plugins

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for pdb-structure-api

README.md
[![agentmods](https://agentmods.dev/badge/skills/wentorai/research-plugins/pdb-structure-api/github.svg)](https://agentmods.dev/skills/wentorai/research-plugins/pdb-structure-api)
Your own site
<a href="https://agentmods.dev/skills/wentorai/research-plugins/pdb-structure-api"><img src="https://agentmods.dev/badge/skills/wentorai/research-plugins/pdb-structure-api/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for pdb-structure-api

Your own site · 80×15
<a href="https://agentmods.dev/skills/wentorai/research-plugins/pdb-structure-api"><img src="https://agentmods.dev/badge/skills/wentorai/research-plugins/pdb-structure-api.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 22 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,027 The whole file, excluding the scripts and references it only reads on demand.
Security scan B 2 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00022 $0.02027
Opus 5 $0.00011 $0.01014
Sonnet 5 $0.00004 $0.00405
Haiku 4.5 $0.00002 $0.00203

Measured 7d ago against content hash ecca3d77ff5e, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade B, and why

pdb-structure-api scanned grade B with 2 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 7d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Sends data to an external URLmediumData exfiltration

A POST to an outside endpoint may be telemetry or may be exfiltration; either way the mod talks to somewhere, and you should know where.

results = requests.post("https://search.rcsb.org/rcsbsearch/v2/query",

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

curl "https://data.rcsb.org/rest/v1/core/entry/4HHB"
skills/domains/biomedical/pdb-structure-api/SKILL.md · 220 lines

How it starts

The opening of the file, as written. The whole thing — 220 lines — stays where its author put it; the contents beside it link to each section on GitHub.

RCSB Protein Data Bank API Guide

Overview

The RCSB Protein Data Bank (PDB) is the single global archive for experimentally determined 3D structures of biological macromolecules. It hosts over 200,000 structures resolved by X-ray crystallography, cryo-EM, NMR spectroscopy, and other methods. Each entry includes atomic coordinates, experimental metadata, polymer sequences, bound ligands, and literature references.

Two complementary APIs are available. The Data API (data.rcsb.org) serves structured entry metadata, polymer entities, and chemical components via RESTful GET endpoints. The Search API (search.rcsb.org) supports full-text, attribute-based, sequence similarity, and structure similarity searches.

Authentication

No authentication required. Both APIs are freely accessible without API keys, tokens, or registration.

Core Endpoints

Data API: Get Entry by PDB ID

Retrieve metadata for a structure including experimental method, resolution, citations, and bound components.

  • URL: GET https://data.rcsb.org/rest/v1/core/entry/{pdb_id}
curl "https://data.rcsb.org/rest/v1/core/entry/4HHB"
  • Response (key fields):
{
  "rcsb_id": "4HHB",
  "struct": {
    "title": "THE CRYSTAL STRUCTURE OF HUMAN DEOXYHAEMOGLOBIN AT 1.74 ANGSTROMS RESOLUTION"
  },
  "exptl": [{"method": "X-RAY DIFFRACTION"}],
  "rcsb_entry_info": {
    "deposited_atom_count": 4779,
    "molecular_weight": 64.74,
    "polymer_composition": "heteromeric protein",
    "polymer_entity_count_protein": 2,
    "resolution_combined": [1.74],
    "nonpolymer_bound_components": ["HEM"]
  }
}

Data API: Get Polymer Entity

Retrieve protein/nucleic acid entity details including sequence, organism, and gene info.

  • URL: GET https://data.rcsb.org/rest/v1/core/polymer_entity/{pdb_id}/{entity_id}
curl "https://data.rcsb.org/rest/v1/core/polymer_entity/4HHB/1"
  • Response (key fields):
{
  "entity_poly": {
    "pdbx_seq_one_letter_code_can": "VLSPADKTNVKAAWGKVGAHAGEYGAEALERMFLSFPTTKTYFPHFDLSH...",
    "rcsb_entity_polymer_type": "Protein",
    "rcsb_sample_sequence_length": 141,
    "type": "polypeptide(L)"
  },
  "entity_src_gen": [{
    "gene_src_common_name": "Human",
    "pdbx_gene_src_scientific_name": "Homo sapiens",
    "pdbx_gene_src_ncbi_taxonomy_id": "9606"
  }]
}

Read the full file on GitHub · 220 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 7d ago First seen · 220 lines · 22 tokens per session scan B ecca3d77ff5e

Subscribe to this mod's changes

pdb-structure-api is a skill published in the GitHub repository wentorai/research-plugins (291 stars, last pushed 2mo ago), licensed MIT. It adds 22 tokens to every session and 2,027 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it B with 2 findings (sends data to an external url, makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

Related

Other skills, from other repositories

instrument-data-to-allotrope

Convert laboratory instrument output files (PDF, CSV, Excel, TXT) to Allotrope Simple Model (ASM) JSON format or flattened 2D CSV. Use this skill when scientists need to standardize instrument data for LIMS systems, data lakes, or downstream analysis. Supports auto-detection of instrument types. Outputs include full…

anthropics/knowledge-work-plugins · 123 tokens

matlab

Build, review, migrate, and safely plan MATLAB or GNU Octave numerical workflows, including arrays, tabular/time data, tests, projects, graphics, MAT files, and explicit Python interoperability.

K-Dense-AI/scientific-agent-skills · 42 tokens

exploratory-data-analysis

Perform bounded, local exploratory analysis of explicitly supported scientific files. Use for redacted CSV/TSV/JSON profiles; optional NumPy, HDF5, FASTA/FASTQ, and basic image metadata inspection; missingness/leakage audits; outlier and transformation sensitivity; and rigorous EDA report scaffolds. Other domain…

K-Dense-AI/scientific-agent-skills · 83 tokens

phylogenetics

Build and analyze phylogenetic trees using MAFFT (multiple alignment), IQ-TREE 2 (maximum likelihood), and FastTree (fast NJ/ML). Visualize with ETE3 or FigTree. For evolutionary analysis, microbial genomics, viral phylodynamics, protein family analysis, and molecular clock studies.

K-Dense-AI/scientific-agent-skills · 68 tokens

research-engineer

An uncompromising Academic Research Engineer. Operates with absolute scientific rigor, objective criticism, and zero flair. Focuses on theoretical correctness, formal verification, and optimal implementation across any required technology.

davila7/claude-code-templates · 43 tokens

mapping-to-snomed

Maps clinical concept spans extracted by OpenMed to SNOMED CT concepts through a USER-SUPPLIED terminology server (the user's own Ontoserver, Snowstorm, or UMLS/UTS), never a bundled vocabulary. Use when the user wants to code findings, disorders, procedures, body structures, or substances to SNOMED CT, run an ECL…

maziyarpanahi/openmed · 205 tokens