• MAPPING
  • SUMMARIES
  • DISCOVERY
  • HUMAN

How to automate literature reviews with your AI

Connect Semantic Scholar to your AI client to turn raw research into structured literature reviews. Your agent handles the heavy lifting of finding and reading papers.

Ask AI about this page

Short answer

How can I automate literature reviews with my AI?

Your AI uses Semantic Scholar to find relevant papers, trace how research has evolved through citation chains, and pull specific content for summarization. This turns hours of manual searching into a structured map of a research field.

Where every outcome lands.

Research outcomes

The AI processes the data to give you these specific results.

MAPPING

Citation network maps

The AI follows the trail of citations to show you how a specific idea or discovery has spread through the field.

SUMMARIES

Research synthesis

Your agent reads through multiple papers to extract core findings and group them by theme or methodology.

DISCOVERY

New paper leads

By searching for specific topics, the AI finds papers you might have missed in a standard keyword search.

HUMAN

Critical evaluation

You review the AI's synthesized summaries to decide which papers deserve a deep, manual read.

The workflow

What your AI does when the research request arrives.

The AI moves from broad discovery to specific paper analysis.

  1. Find relevant research

    The AI searches the Semantic Scholar database to find papers that match your specific research topic or keywords.

    search_semantic_scholar

  2. Trace citation chains

    Once a key paper is found, the AI looks at its citations to see who built upon that work.

    get_semantic_citations

  3. Extract paper details

    The AI pulls the full text or specific metadata from a single paper to understand its exact findings.

    get_semantic_paper

  4. Synthesize findings

    The AI combines the data from all retrieved papers to build a coherent summary of the current state of the field.

    get_semantic_paper

Try it

Copy these to start.

Use these prompts to kick off your research workflow.

Starting points

Replace the bracketed text with your specific research topic or a paper title.

Semantic Scholar Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_8zAprfIHUkrZA9BorlGo4lSh4aqrzDrrqy7KLAZz/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Semantic Scholar capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "semantic-scholar-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_8zAprfIHUkrZA9BorlGo4lSh4aqrzDrrqy7KLAZz/mcp"
    }
  }
}
Copy into chat04

  • Search Semantic Scholar for recent papers on [topic] and summarize the main trends.

  • Find the most influential papers cited by [paper title] and tell me how they relate.

  • Get the details for [paper title] and explain its methodology compared to other papers in this field.

  • Map the citation chain for [topic] to show how the research has evolved over the last five years.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Semantic Scholar once, then ask.

Just link your account once. Your credentials stay encrypted, and you can immediately start asking your AI to search and summarize research.

Connect Semantic Scholar to your AI

FAQ

How this task behaves.

  • 01

    Can the AI download PDFs directly to my computer?

    No. The AI can read the paper content to summarize it, but it does not manage file downloads to your local drive.

  • 02

    Can the AI write my entire literature review for me?

    No. The AI builds the foundation by finding and summarizing papers, but you must perform the final writing and critical analysis.

  • 03

    Does the AI search Google Scholar instead?

    No. This specific workflow uses Semantic Scholar to find and analyze research data.

  • 04

    Can I ask the AI to find papers published this week?

    Yes, as long as the papers are indexed in Semantic Scholar, the AI can search for them using your date constraints.

  • 05

    Will the AI change my existing research notes?

    No. The AI only reads data from Semantic Scholar; it does not have permission to edit your local files or notes.

  • More questions about Semantic Scholar? See everything the Semantic Scholar Connector can do

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