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pubmed-database

Query PubMed via E-utilities REST API for literature search and data retrieval.

1|Updated Apr 12, 2026
Search Tags:#api#pubmed#data-extraction#mesh#literature-search#entrez#e-utils
One-click install
npx skills add https://github.com/wrayre/Agentic_Coding_Workshop --skill pubmed-database-wrayre
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: pubmed-database
Source: https://github.com/wrayre/Agentic_Coding_Workshop/tree/main/.github/skills/pubmed-database
Command: npx skills add https://github.com/wrayre/Agentic_Coding_Workshop --skill pubmed-database-wrayre

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

PubMed provides programmatic access via the E-utilities API for automated literature search, data extraction, and workflow automation across biomedical literature.

Core Features & Use Cases

  • Advanced query construction with Boolean operators, field tags, and MeSH terms.
  • Programmatic data retrieval via the E-utilities REST API for batch processing and analytics.
  • Use Case: Build literature-monitoring pipelines that fetch abstracts and MeSH terms for downstream analysis.

Quick Start

Run a basic PubMed search using esearch and fetch results with efetch.

Frequently Asked Questions about pubmed-database

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate PubMed literature search and batch download abstracts?▼

Automating PubMed literature search involves using this Skill to build queries with Boolean operators and fetch abstracts via the E-utilities REST API. It handles batch processing and authentication for automated data retrieval pipelines.

What is the best way to query PubMed using MeSH terms and field tags programmatically?▼

Querying PubMed with MeSH terms is achieved through this Skill's advanced query construction capabilities. It supports Boolean operators, field tags, and MeSH terms for precise literature-monitoring via the E-utilities API.

Do I need an API key to use Entrez E-utilities for data extraction?▼

Handling authentication with API keys is required when using Entrez E-utilities for data extraction through this Skill. It manages API key authentication and rate limits to ensure compliant programmatic access to PubMed data.

Can I build a literature-monitoring pipeline that fetches MeSH terms and summaries?▼

You can build literature-monitoring pipelines with this Skill to fetch MeSH terms and summaries. It enables programmatic data retrieval via the E-utilities REST API, returning structured responses for downstream analysis.

Why does my PubMed API search hit rate limits during batch processing?▼

PubMed API searches hit rate limits during batch processing without proper authentication. This Skill handles API key authentication and rate limits to manage E-utilities requests and prevent throttling during automated literature search.

Does this approach support direct HTTP REST interactions for biomedical literature search?▼

This approach supports direct HTTP REST interactions via E-utilities for biomedical literature search. It handles structured responses and batch processing, satisfying requirements for programmatic PubMed access and data retrieval.

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