Stanford PubMed MCP Server for OpenAI Agents SDKGive OpenAI Agents SDK instant access to 16 tools to Batch Get Articles, Get Abstract, Get Article, and more
GDPR Free for SubscribersThe OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Stanford PubMed through Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails. no manual schema definitions required.
Ask AI about this MCP Server for OpenAI Agents SDK
The Stanford PubMed MCP Server for OpenAI Agents SDK is a standout in the Education category — giving your AI agent 16 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
Geminiimport asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerStreamableHttp
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
async with MCPServerStreamableHttp(
url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
) as mcp_server:
agent = Agent(
name="Stanford PubMed Assistant",
instructions=(
"You help users interact with Stanford PubMed. "
"You have access to 16 tools."
),
mcp_servers=[mcp_server],
)
result = await Runner.run(
agent, "List all available tools from Stanford PubMed"
)
print(result.final_output)
asyncio.run(main())
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
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.
The OpenAI Agents SDK auto-discovers all 16 tools from Stanford PubMed through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Stanford PubMed, another analyzes results, and a third generates reports, all orchestrated through Vinkius.
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 OpenAI Agents SDK 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 OpenAI Agents SDK
When OpenAI Agents SDK 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 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 OpenAI Agents SDK via MCP
Follow these steps to wire Stanford PubMed into OpenAI Agents SDK. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.
Install the SDK
pip install openai-agents in your Python environmentReplace the token
[YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.comRun the script
python agent.pyExplore tools
Why Use OpenAI Agents SDK with the Stanford PubMed MCP Server
OpenAI Agents SDK provides unique advantages when paired with Stanford PubMed through the Model Context Protocol.
Native MCP integration via `MCPServerSse`, pass the URL and the SDK auto-discovers all tools with full type safety
Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure
Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate
First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output
Stanford PubMed + OpenAI Agents SDK Use Cases
Practical scenarios where OpenAI Agents SDK combined with the Stanford PubMed MCP Server delivers measurable value.
Automated workflows: build agents that query Stanford PubMed, process the data, and trigger follow-up actions autonomously
Multi-agent orchestration: create specialist agents. one queries Stanford PubMed, another analyzes results, a third generates reports
Data enrichment pipelines: stream data through Stanford PubMed tools and transform it with OpenAI models in a single async loop
Customer support bots: agents query Stanford PubMed to resolve tickets, look up records, and update statuses without human intervention
Example Prompts for Stanford PubMed in OpenAI Agents SDK
Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with Stanford PubMed immediately.
"Find recent clinical trials for CAR-T cell therapy in lymphoma"
"Search for BRCA1 gene articles related to breast cancer prevention"
"Find free full-text systematic reviews on metformin and diabetes prevention"
Troubleshooting Stanford PubMed MCP Server with OpenAI Agents SDK
Common issues when connecting Stanford PubMed to OpenAI Agents SDK through Vinkius, and how to resolve them.
MCPServerStreamableHttp not found
pip install --upgrade openai-agentsAgent not calling tools
Stanford PubMed + OpenAI Agents SDK FAQ
Common questions about integrating Stanford PubMed MCP Server with OpenAI Agents SDK.
How does the OpenAI Agents SDK connect to MCP?
MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.Can I use multiple MCP servers in one agent?
MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.Does the SDK support streaming responses?
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