literature-scout

Search, filter, and download academic papers via the Semantic Scholar API.

23|4|Updated May 29, 2026
One-click install
npx skills add https://github.com/Eureka39/CARS --skill literature-scout
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: literature-scout
Source: https://github.com/Eureka39/CARS/tree/main/modules/literature-scout
Command: npx skills add https://github.com/Eureka39/CARS --skill literature-scout

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires httpx, mcp, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill streamlines the process of searching and retrieving relevant literature, saving researchers time and effort.

Core Features & Use Cases

  • Keyword Search: Utilizes natural language queries to find relevant papers.
  • Seed Recommendation: Expands literature recommendations based on seed papers.
  • Batch Download: Retrieves and downloads full metadata and PDFs for selected papers.
  • Use Case: Imagine you're working on a research project and need to find papers on a specific topic. Use this Skill to search for keywords and retrieve relevant papers, which can then be downloaded and reviewed.

Quick Start

Trigger the literature-scout skill by saying "search papers for [topic]".

Frequently Asked Questions about literature-scout

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

FAQPage Schema
How do I search for academic papers using natural language queries?

You can search for academic papers by triggering the skill with a phrase like "search papers for [topic]". The literature search utilizes natural language queries to find relevant papers via the Semantic Scholar API.

Can I download PDFs and full metadata for multiple papers at once?

Yes, batch download retrieves and downloads full metadata and PDFs for selected papers. This feature automates the retrieval process, systematically saving selected academic literature directly to your environment.

How do I expand literature recommendations based on seed papers?

You can expand literature recommendations by providing seed papers to the tool. The seed recommendation feature uses these initial papers to automatically find and retrieve related academic literature through the Semantic Scholar API.

Do I need httpx and mcp to search Semantic Scholar for research papers?

Yes, you need httpx and mcp installed to use this tool. These dependencies are required to interface with the Semantic Scholar API and manage metadata storage during the academic paper retrieval process.

What is the best way to systematically retrieve relevant academic literature for a research project?

The best way to systematically retrieve academic literature is to use an automated tool that searches, filters, and downloads papers. This skill uses the Semantic Scholar API to streamline literature search and retrieval for research professionals.