Atlas / Skills / brycewang-stanford / Pubmed Api

Pubmed ApiSAFE

skills/brycewang-stanford/pubmed-api

🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库,覆盖8大社会科学学科的实证研究。CoPaper.AI 20分钟完成一篇可复现的规范实证论文,并支持用户上传 Skills。-- Maintained by CoPaper.AI from Stanford REAP.

Verdict
SAFE
Grade
B
Trust score
89 /100
Version
—
Hosts
1 documented
License
NOASSERTION
Stars
4,537
01

Overview

🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库,覆盖8大社会科学学科的实证研究。CoPaper.AI 20分钟完成一篇可复现的规范实证论文,并支持用户上传 Skills。-- Maintained by CoPaper.AI from Stanford REAP.

Read from source at commit e1ba289846fdOBSERVED · 2026-10-08
02

Host compatibility

What the documentation claims. We have not run a compatibility test.

HostStatusNotes
openclawmentioned
03

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: pubmed-api
description: "Search biomedical literature and retrieve records via PubMed E-utilities"
metadata:
  openclaw:
    emoji: "🔍"
    category: "literature"
    subcategory: "search"
    keywords: ["academic database search", "literature search", "scholarly database", "field-specific search"]
    source: "https://www.ncbi.nlm.nih.gov/books/NBK25501/"
---

# PubMed E-utilities API Guide

## Overview

PubMed is the premier biomedical literature database maintained by the National Center for Biotechnology Information (NCBI) at the US National Library of Medicine. It indexes over 36 million citations and abstracts from MEDLINE, life science journals, and online books. The Entrez Programming Utilities (E-utilities) provide programmatic access to the entire PubMed database and other NCBI databases.

E-utilities consist of a suite of server-side programs that accept URL-based requests and return structured data. These tools are essential for biomedical researchers, systematic reviewers, and developers building health informatics applications. The API supports complex search queries using MeSH (Medical Subject Headings) terms, boolean operators, and field-specific searches.

The API is free and does not require authentication for basic usage. Registering for an NCBI API key raises the rate limit from 3 to 10 requests per second, which is recommended for any automated workflow.

## Authentication

No authentication required for basic usage (3 requests/second). For higher rate limits (10 requests/second), register for a free API key at https://www.ncbi.nlm.nih.gov/account/ and include it in requests:

```
&api_key=YOUR_API_KEY
```

Including `tool` and `email` parameters in requests helps NCBI contact you if there are issues with your application.

## Core Endpoints

### ESearch: Search and Retrieve PMIDs

- **URL**: `GET https://eutils.ncbi.nlm.nih.gov/entrez/eutils/esearch.fcgi`
- **Parameters**:
  | Param | Type | Required | Description |
  |-------|------|----------|-------------|
  | db | string | Yes | Database name (e.g., pubmed, pmc) |
  | term | string | Yes | Search query (supports boolean operators and field tags) |
  | retmax | integer | No | Maximum number of IDs returned (default: 20, max: 10000) |
  | retstart | integer | No | Index of first ID to retrieve (for pagination) |
  | retmode | string | No | Response format: xml (default) or json |
  | sort | string | No | Sort order: relevance, pub_date, author, journal |
  | datetype | string | No | Date type for range filter: pdat, mdat, edat |
  | mindate | string | No | Start date (YYYY/MM/DD) |
  | maxdate | string | No | End date (YYYY/MM/DD) |
  | usehistory | string | No | Set to "y" to store results on server for subsequent retrieval |
- **Example**:
  ```bash
  curl "https://eutils.ncbi.nlm.nih.gov/entrez/eutils/esearch.fcgi?db=pubmed&term=CRISPR+AND+cancer[Title]&retmax=10&retmode=json&sort=pub_date"
  ```
- **Response**: JSON/XML with `esearchresult` containing `count` (total hits), `idlist` (array of PMIDs), and optionally `webenv` and `querykey` for history server.

### EFetch: Retrieve Full Records

- **URL**: `GET https://eutils.ncbi.nlm.nih.gov/entrez/eutils/efetch.fcgi`
- **Parameters**:
  | Param | Type | Required | Description |
  |-------|------|----------|-------------|
  | db | string | Yes | Database name |
  | id | string | Yes | Comma-separated list of PMIDs (or use WebEnv/query_key) |
  | rettype | string | No | Return type: abstract, medline, full, xml |
  | retmode | string | No | Format: xml, text |
  | WebEnv | string | No | Web environment from ESearch with usehistory=y |
  | query_key | string | No | Query key from ESearch |
- **Example**:
  ```bash
  curl "https://eutils.ncbi.nlm.nih.gov/entrez/eutils/efetch.fcgi?db=pubmed&id=33116299,34735795&rettype=abstract&retmode=xml"
  ```
- **Response**: XML with complete PubMed records including `MedlineCitation` with `Article` (title, abstract, authors, journal), `MeSHHeadingList`, and `PubmedData` (DOI, publication status).

### ESummary: Retrieve Document Summaries

- **URL**: `GET https://eutils.ncbi.nlm.nih.gov/entrez/eutils/esummary.fcgi`
- **Parameters**:
  | Param | Type | Required | Description |
  |-------|------|----------|-------------|
  | db | string | Yes | Database name |
  | id | string | Yes | Comma-separated PMIDs |
  | retmode | string | No | Response format: xml or json |
  | version | string | No | Set to "2.0" for enhanced XML format |
- **Example**:
  ```bash
  curl "https://eutils.ncbi.nlm.nih.gov/entrez/eutils/esummary.fcgi?db=pubmed&id=33116299&retmode=json&version=2.0"
  ```
- **Response**: JSON with document summary including `uid`, `title`, `authors`, `source` (journal), `pubdate`, `doi`, and `pmcid`.

## Rate Limits

Without API key: 3 requests per second. With API key: 10 requests per second. Exceeding limits results in temporary IP blocking. For large-scale data mining, use the NCBI FTP site for bulk downloads. Always include a delay of at least 334ms (or 100ms with API key) between requests. Weekend and evening hours (US Eastern time) are less congested.

## Common Patterns

### Systematic Literature Search

Perform a structured search using MeSH terms and field qualifiers:

```bash
# Search for clinical trials on diabetes treatment from the last 2 years
curl "https://eutils.ncbi.nlm.nih.gov/entrez/eutils/esearch.fcgi?db=pubmed&term=diabetes[MeSH]+AND+treatment[Title]+AND+clinical+trial[Publication+Type]&mindate=2024/01/01&maxdate=2026/03/09&datetype=pdat&retmax=100&retmode=json"
```

### Pipeline: Search then Fetch

Use the history server to efficiently search and then retrieve records:

```bash
# Step 1: Search and store results
curl "https://eutils.ncbi.nlm.nih.gov/entrez/eutils/esearch.fcgi?db=pubmed&term=machine+learning+AND+radiology&retmax=0&usehistory=y&retmode=json"

# Step 2: Fetch records using WebEnv and query_key from step 1
curl "https://eutils.ncbi.nlm.nih.gov/entrez/eutils/efetch.fcgi?db=pubmed&Web
04

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codeNA
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (0)

No findings outside the package's declared scope.

Gates applied: no_behavioural_pass.

Audited 2026-10-08 · audit v0.4.1 · source sha e1ba289846fdfull audit observations/trust-audit/skill/brycewang-stanford__pubmed-api.json · Report an issue / request a re-scan
05

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-08e1ba289846fdSAFEB89first audit
06

Questions

What does the Pubmed Api skill do?

🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库,覆盖8大社会科学学科的实证研究。CoPaper.AI 20分钟完成一篇可复现的规范实证论文,并支持用户上传 Skills。-- Maintained by CoPaper.AI from Stanford REAP.

Is Pubmed Api safe to install?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.

What can Pubmed Api access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

Which assistants does Pubmed Api work with?

Its documentation mentions openclaw. That is what the text claims, not a compatibility test we ran.

How current is this page?

The grade is for one exact copy of the source (e1ba289846fd), read on 2026-10-08. The repository is watched, and a new audit runs when it changes — this is the first audit.

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