pubchem-guide

pubchem-guide is a skill for Claude Code from cyanheads/pubchem-mcp-server. It costs 87 tokens per session (1,792 once invoked), scanned A, original, Apache-2.0.

A guide for using PubChem, a public database of chemical compounds, biological activity, identifiers, and hazard information. It explains how to interpret compound IDs, gene identifiers, potency results, and hazard classifications.

In plain words
What is it for?
Use it to identify compounds, follow links between chemical and gene identifiers, read activity and potency records, and interpret GHS hazard data.
Why use it?
It helps avoid treating similar chemical names or different identifiers as the same thing, and avoids drawing conclusions that the deposited data does not support.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the pubchem-mcp-server plugin — 35 skills, 1 MCP server shipped together

Good fit Use it to identify compounds, follow links between chemical and gene identifiers, read activity and potency records, and interpret GHS hazard data.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/cyanheads/pubchem-mcp-server/pubchem-guide
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 cyanheads/pubchem-mcp-server --skill pubchem-guide
Clone the repo
git clone --depth 1 https://github.com/cyanheads/pubchem-mcp-server

Made for: Claude Code.

Or install pubchem-mcp-server, the plugin that ships this one along with the rest of its 35 skills, 1 MCP server.

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 pubchem-guide

README.md
[![agentmods](https://agentmods.dev/badge/skills/cyanheads/pubchem-mcp-server/pubchem-guide/github.svg)](https://agentmods.dev/skills/cyanheads/pubchem-mcp-server/pubchem-guide)
Your own site
<a href="https://agentmods.dev/skills/cyanheads/pubchem-mcp-server/pubchem-guide"><img src="https://agentmods.dev/badge/skills/cyanheads/pubchem-mcp-server/pubchem-guide/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 pubchem-guide

Your own site · 80×15
<a href="https://agentmods.dev/skills/cyanheads/pubchem-mcp-server/pubchem-guide"><img src="https://agentmods.dev/badge/skills/cyanheads/pubchem-mcp-server/pubchem-guide.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 87 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,792 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 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 $0.00087 $0.01792
Opus 5.5 $0.00035 $0.00717
Sonnet 5.5 $0.00017 $0.00358
Haiku 4.5 $0.00009 $0.00179

Measured 9d ago against content hash 12f97ad6007b, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

pubchem-guide scanned grade A with 0 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 9d 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.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/pubchem-guide/SKILL.md · 64 lines

How it starts

The opening of the file, as written. The whole thing — 64 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Scope

PubChem aggregates what depositors submit: compound records with computed properties, GHS classifications from regulators and companies, bioassay results from screening centers and from papers extracted by curated databases, and cross-references. Keyless. It reports what was deposited and computes nothing for a structure it has no record of.

Hand off to a sibling source when the question needs:

  • article text or abstracts behind the PubMed IDs these tools return → a literature server
  • curated potency comparisons, standardized per measurement type and target → a medicinal-chemistry bioactivity database
  • approved-drug labels, adverse events, or drug–drug interactions → a drug regulatory or drug-label source
  • protein function, sequence, or 3D protein structure behind a target accession → a protein knowledgebase or structure database

Identifiers

  • CID — from pubchem_search_compounds in identifier mode. Besides names, SMILES, InChI, and InChIKey, a CAS Registry Number resolves as a name (67-64-1 → acetone, CID 180).
  • Salt and parent are separate CIDs. "metformin" resolves to CID 4091 and "metformin hydrochloride" to CID 14219. Each carries its own assay data; nothing merges them.
  • AID — from pubchem_search_assays (by target), or the AID on any bioactivity row or target entry.
  • NCBI Gene ID — from a compound's target entries (GeneID:5743 in the target kind of pubchem_get_compound_interactions) or the target Gene ID on a pubchem_get_bioactivity row from a targeted assay (rows from untargeted screens carry none). pubchem_search_assays returns AIDs only, never Gene IDs.
  • Protein accession (UniProt) — from the targets of an assay summary (pubchem_get_summary), or the target accession on a bioactivity row.
  • Gene symbol — pubchem_search_assays wants the official symbol (PTGS2); an alias such as COX-2 matches nothing. Gene and protein summaries list aliases and the species once you hold the Gene ID or accession.
  • Taxonomy ID — from a gene or protein summary.

Read the full file on GitHub · 64 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. 9d ago First seen · 64 lines · 87 tokens per session scan A 12f97ad6007b

Subscribe to this mod's changes

pubchem-guide is a skill published in the GitHub repository cyanheads/pubchem-mcp-server (12 stars, last pushed 9d ago), licensed Apache-2.0. It adds 87 tokens to every session and 1,792 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-10-29.

Related

pubchem-guide compared with skills from other repositories

pubchem-guide next to 6 skills from other repositories
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