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Stanford PubMed MCP Server for AutoGenGive AutoGen instant access to 16 tools to Batch Get Articles, Get Abstract, Get Article, and more

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Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add Stanford PubMed as an MCP tool provider through Vinkius and every agent in the group can access live data and take action.

Ask AI about this MCP Server for AutoGen

The Stanford PubMed MCP Server for AutoGen is a standout in the Education category — giving your AI agent 16 tools to work with, ready to go from day one.

Built for AI Agents by Vinkius

Vinkius delivers Streamable HTTP and SSE to any MCP client

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python
import asyncio
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.tools.mcp import McpWorkbench

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    async with McpWorkbench(
        server_params={"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"},
        transport="streamable_http",
    ) as workbench:
        tools = await workbench.list_tools()
        agent = AssistantAgent(
            name="stanford_pubmed_agent",
            tools=tools,
            system_message=(
                "You help users with Stanford PubMed. "
                "16 tools available."
            ),
        )
        print(f"Agent ready with {len(tools)} tools")

asyncio.run(main())
Stanford PubMed
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About Stanford PubMed MCP Server

Connect to the PubMed E-utilities API from the National Library of Medicine — the gold standard for biomedical literature search.

AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Stanford PubMed tools. Connect 16 tools through Vinkius and assign role-based access. a data analyst queries while a reviewer validates, with optional human-in-the-loop approval for sensitive operations.

What you can do

  • Full-Text Search — Search across 36M+ biomedical articles from MEDLINE
  • MeSH Vocabulary — Use Medical Subject Headings for precise, controlled-vocabulary searches
  • Clinical Trials — Filter specifically for clinical trial publications
  • Reviews & Meta-analyses — Find systematic reviews and meta-analyses
  • Gene Search — Search articles mentioning specific genes (TP53, BRCA1, EGFR)
  • Drug Search — Find articles about specific drugs and compounds
  • Citation Tracking — Find articles that cite a given paper
  • Related Articles — Use NCBI's similarity algorithm to discover related literature
  • Abstracts — Retrieve full structured abstracts for quick evaluation
  • Free Full Text — Filter for open access articles available in PubMed Central
  • Batch Retrieval — Fetch multiple articles by PMID in a single request

The Stanford PubMed MCP Server exposes 16 tools through the Vinkius. Connect it to AutoGen in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

All 16 Stanford PubMed tools available for AutoGen

When AutoGen connects to Stanford PubMed through Vinkius, your AI agent gets direct access to every tool listed below — spanning pubmed, ncbi, biomedical, and more. Every call runs in a secure, isolated environment with full audit visibility. Beyond a simple connection, you get real-time monitoring of agent activity, enterprise governance, and optimized token usage.

batch

Batch get articles on Stanford PubMed

Useful for building reading lists, comparing studies, or analyzing a collection of articles from a reference list. Retrieve multiple articles by PMID list

get

Get abstract on Stanford PubMed

For structured abstracts, returns all sections (Background, Methods, Results, Conclusions). Essential for quickly evaluating whether a paper is relevant without accessing the full text. Get the full abstract text of a PubMed article

get

Get article on Stanford PubMed

Returns title, all authors, journal name, publication date, volume, issue, pages, DOI, publication types, and language. Get article details by PubMed ID (PMID)

get

Get citations on Stanford PubMed

Essential for understanding an article's impact, finding follow-up studies, and tracking how findings have been built upon by other researchers. Get articles that cite a given PubMed article

get

Get related articles on Stanford PubMed

The algorithm considers title, abstract, MeSH headings, and substances to compute similarity scores. This is often more effective than keyword search for discovering relevant literature. Find related articles using NCBI similarity algorithm

search

Search by author on Stanford PubMed

Use "LastName FirstInitial" format for best results (e.g. "Doudna JA", "Zhang F"). Returns the author's publication list with article metadata. Find PubMed articles by author name

search

Search by journal on Stanford PubMed

Can be combined with a topic query. Use journal abbreviations or full names (e.g. "Nature", "N Engl J Med", "Lancet", "Cell", "Science", "JAMA", "BMJ"). Find articles published in a specific journal

search

Search by mesh on Stanford PubMed

MeSH terms provide precise topic classification. Examples: "Neoplasms", "Diabetes Mellitus", "Machine Learning", "Clustered Regularly Interspaced Short Palindromic Repeats", "COVID-19". Search using MeSH controlled vocabulary terms

search

Search clinical on Stanford PubMed

This includes Phase I-IV trials, randomized controlled trials, and clinical study reports. Essential for evidence-based medicine and systematic reviews. Search for clinical trial publications

search

Search drugs on Stanford PubMed

Uses the Substance Name field for precise matching. Examples: "metformin", "pembrolizumab", "remdesivir", "aspirin", "dexamethasone". Search articles mentioning specific drugs or compounds

search

Search free full text on Stanford PubMed

This filters to only return open access or author-deposited articles where the complete manuscript can be read for free. Essential for researchers without institutional journal subscriptions. Search for articles with free full-text available

search

Search genes on Stanford PubMed

Uses the Gene Name field tag for precise matching. Examples: "TP53", "BRCA1", "EGFR", "KRAS", "MYC". Can be combined with a topic query for more specific results. Search articles mentioning specific genes

search

Search pubmed on Stanford PubMed

Returns article titles, authors, journals, dates, DOIs, and publication types. Sort options: "relevance" (default), "date", "pub_date", "first_author", "journal". Search 36M+ biomedical articles on PubMed

search

Search recent on Stanford PubMed

Use this to stay up-to-date with the latest publications in your research area. Default is last 30 days. Find the most recent articles in a field

search

Search reviews on Stanford PubMed

These are the highest level of evidence synthesis in medicine and provide comprehensive overviews of research on a topic. Search for review articles and meta-analyses

search

Search trending on Stanford PubMed

This surfaces papers that are generating the most attention and engagement in the research community. Find trending articles in a subject area

Connect Stanford PubMed to AutoGen via MCP

Follow these steps to wire Stanford PubMed into AutoGen. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.

01

Install AutoGen

Run pip install "autogen-ext[mcp]"
02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token
03

Integrate into workflow

Use the agent in your AutoGen multi-agent orchestration
04

Explore tools

The workbench discovers 16 tools from Stanford PubMed automatically

Why Use AutoGen with the Stanford PubMed MCP Server

AutoGen provides unique advantages when paired with Stanford PubMed through the Model Context Protocol.

01

Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use Stanford PubMed tools to solve complex tasks

02

Role-based architecture lets you assign Stanford PubMed tool access to specific agents. a data analyst queries while a reviewer validates

03

Human-in-the-loop support: agents can pause for human approval before executing sensitive Stanford PubMed tool calls

04

Code execution sandbox: AutoGen agents can write and run code that processes Stanford PubMed tool responses in an isolated environment

Stanford PubMed + AutoGen Use Cases

Practical scenarios where AutoGen combined with the Stanford PubMed MCP Server delivers measurable value.

01

Collaborative analysis: one agent queries Stanford PubMed while another validates results and a third generates the final report

02

Automated review pipelines: a researcher agent fetches data from Stanford PubMed, a critic agent evaluates quality, and a writer produces the output

03

Interactive planning: agents negotiate task allocation using Stanford PubMed data to make informed decisions about resource distribution

04

Code generation with live data: an AutoGen coder agent writes scripts that process Stanford PubMed responses in a sandboxed execution environment

Example Prompts for Stanford PubMed in AutoGen

Ready-to-use prompts you can give your AutoGen agent to start working with Stanford PubMed immediately.

01

"Find recent clinical trials for CAR-T cell therapy in lymphoma"

02

"Search for BRCA1 gene articles related to breast cancer prevention"

03

"Find free full-text systematic reviews on metformin and diabetes prevention"

Troubleshooting Stanford PubMed MCP Server with AutoGen

Common issues when connecting Stanford PubMed to AutoGen through Vinkius, and how to resolve them.

01

McpWorkbench not found

Install: pip install "autogen-ext[mcp]"

Stanford PubMed + AutoGen FAQ

Common questions about integrating Stanford PubMed MCP Server with AutoGen.

01

How does AutoGen connect to MCP servers?

Create an MCP tool adapter and assign it to one or more agents in the group chat. AutoGen agents can then call Stanford PubMed tools during their conversation turns.
02

Can different agents have different MCP tool access?

Yes. AutoGen's role-based architecture lets you assign specific MCP tools to specific agents, so a querying agent has different capabilities than a reviewing agent.
03

Does AutoGen support human approval for tool calls?

Yes. Configure human-in-the-loop mode so agents pause and request approval before executing sensitive MCP tool calls.

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