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.
npx agentmods add instructions/nickjlamb/pubcrawl/claude-mdgit clone --depth 1 https://github.com/nickjlamb/pubcrawlWrote 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.
[](https://agentmods.dev/instructions/nickjlamb/pubcrawl/claude-md)<a href="https://agentmods.dev/instructions/nickjlamb/pubcrawl/claude-md"><img src="https://agentmods.dev/badge/instructions/nickjlamb/pubcrawl/claude-md.svg" alt="Measured on agentmods" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.01395 | $0.01395 |
| Opus 5 | $0.00698 | $0.00698 |
| Sonnet 5 | $0.00279 | $0.00279 |
| Haiku 4.5 | $0.00139 | $0.00139 |
Grade A, and why
pubcrawl CLAUDE.md 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 4d 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.
How it starts
The opening of the file, as written. The whole thing — 68 lines — stays where its author put it; the contents beside it link to each section on GitHub.
CLAUDE.md
This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.
Project Overview
PubCrawl is an MCP (Model Context Protocol) server that gives LLM clients (Claude Desktop, Cursor, etc.) access to PubMed, FDA/UK drug labelling, and ClinicalTrials.gov. Built by PharmaTools.AI.
Commands
npm run build— compile TypeScript (src/) todist/npm start— run the compiled MCP server via stdionpm run dev—tsc --watchfor developmentnpm test— run the Vitest unit suite (tests/)npm run test:watch— Vitest in watch modenpm run coverage— Vitest with v8 coveragenpm run lint— ESLint (flat config,typescript-eslint)
Testing
Vitest unit tests live in tests/ and cover the pure logic layers: the XML/JATS/SPL
parsers (xml-parser.ts), the LRU cache (cache.ts), the shared esummary→article
formatter (pubmed-format.ts), the Europe PMC result mapper (europepmc.ts),
the citation formatters (cite.ts), and the ClinicalTrials.gov summary mapper
(clinicaltrials.ts). Tests use fixture payloads —
no network calls. Functions that need testing are exported from their module; keep new
parsing/formatting logic as exported pure functions so it can be unit-tested the same way.
CI (.github/workflows/build.yml) runs lint → test → build on every push and PR.
Architecture
The server has three layers:
Tools (src/tools/) — Each file exports a register*Tool(server: McpServer) function that registers one MCP tool with a zod schema and async handler. Handlers return { content: [{ type: "text", text: JSON.stringify(...) }] } on success, adding isError: true on failure.
NCBI Client (src/lib/ncbi.ts) — Wraps the four E-utilities endpoints (esearch, esummary, efetch, elink) plus pmidToPmcid. All requests go through rateLimitedFetch (300ms delay without API key, 100ms with) with a 15s timeout. Every request includes tool=pubcrawl and [email protected]. Each function checks the cache before making a network call.
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.
- 4d ago First seen · 68 lines · 1,395 tokens per session scan A 2ea9266b877e
pubcrawl CLAUDE.md is an instructions file published in the GitHub repository nickjlamb/pubcrawl (14 stars, last pushed 2d ago), licensed MIT. It adds 1,395 tokens to every session, about $0.0070 per session on Opus 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 2026-08-30.
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