• SEARCH
  • EXTRACTION
  • SYNTHESIS
  • HUMAN

How to automate literature reviews with your AI

Connect your agent to PubMed to handle the heavy lifting of finding and distilling clinical evidence. Once connected, your agent pulls the data it needs to build your review.

Ask AI about this page

Short answer

How can I automate literature reviews with my AI?

Your agent uses PubMed to find specific systematic reviews and meta-analyses, pulls the relevant abstracts, and summarizes the findings for you. This setup handles the search and extraction phases so you can focus on interpreting the results.

The research outcomes

Where your data lands

The agent organizes the research into these specific outputs.

SEARCH

Filtered review lists

The agent finds systematic reviews and meta-analyses matching your disease criteria. You get a clean list of relevant papers instead of thousands of raw search results.

EXTRACTION

Abstract summaries

The agent pulls the core findings from the abstracts of the papers it found. This gives you a quick way to judge relevance without opening every PDF.

SYNTHESIS

Consolidated evidence

Your agent aggregates the data from multiple articles into a single summary. This creates a baseline for your own analysis of the disease state.

HUMAN

Final clinical judgment

The agent cannot perform the final clinical validation. You must review the summarized evidence to ensure it meets your specific research standards.

The workflow

What your AI does when the search starts.

The agent moves from broad discovery to specific data extraction.

  1. Identify relevant reviews

    The agent scans PubMed for systematic reviews and meta-analyses related to your specific disease or condition.

    search_reviews

  2. Pull core data

    Once the right papers are found, the agent grabs the abstracts to understand the study's scope and results.

    get_abstract

  3. Gather multiple sources

    The agent pulls data from a group of identified articles to prepare for a larger synthesis.

    batch_get_articles

  4. Synthesize findings

    The agent compares the data across the gathered articles to highlight trends or contradictions in the literature.

    get_abstract

Try it

Copy these to start.

Use these prompts to kick off your research.

Starting points

Replace the bracketed text with your specific disease or medical condition.

PubMed / NCBI Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_Er4T2DNOmXIPgLSBD4Sg49CsDjikKCAGM5l5oUWB/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 — PubMed / NCBI capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "stanford-pubmed-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_Er4T2DNOmXIPgLSBD4Sg49CsDjikKCAGM5l5oUWB/mcp"
    }
  }
}
Copy into chat04

  • Find all systematic reviews and meta-analyses for [Type 2 Diabetes] on PubMed.

  • Summarize the abstracts for the most recent meta-analyses regarding [Rheumatoid Arthritis] treatments.

  • Search for systematic reviews on [Multiple Sclerosis] and give me a summary of the primary outcomes.

  • Get the abstracts for the top 10 reviews found for [Parkinson's Disease] and compare their findings.

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Start here

Connect Stanford PubMed once, then ask.

Just click the link to connect. Your credentials stay encrypted, and you can immediately start asking your agent to search PubMed.

Connect Stanford PubMed to your AI

FAQ

How the literature review task behaves

  • 01

    Can the AI write the full research paper for me?

    No. The agent identifies, filters, and summarizes existing literature, but the actual writing and clinical interpretation remain your responsibility.

  • 02

    Can the agent download full PDF files?

    No. The agent can only access abstracts and article data through the provided tools.

  • 03

    Does the agent decide which studies are most important?

    The agent filters based on your specific criteria, but you should always verify the importance of the results before using them in your work.

  • 04

    Can I use this to search for individual case studies?

    No. The search_reviews tool is specifically designed to find systematic reviews and meta-analyses, not individual case reports.

  • 05

    Will the agent change any data in PubMed?

    No. The agent only reads data from PubMed. It cannot edit, delete, or add any information to the PubMed database.

  • More questions about Stanford PubMed? The Connector page answers them. See everything the Stanford PubMed Connector can do

Connect PubMed / NCBI to Claude, Cursor, ChatGPT & more