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OpenAI Agents SDKSDK
OpenAI Agents SDK
PubMed Central MCP Server

Bring Pubmed
to OpenAI Agents SDK

Learn how to connect PubMed Central to OpenAI Agents SDK and start using 7 AI agent tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code.

MCP Inspector GDPR Free for Subscribers
Convert IdsGet Article SummaryGet Bioc ArticleGet Citing ArticlesGet Oa RecordOai Pmh RequestSearch Articles

Compatible with every major AI agent and IDE

ClaudeClaude
ChatGPTChatGPT
CursorCursor
GeminiGemini
WindsurfWindsurf
VS CodeVS Code
JetBrainsJetBrains
VercelVercel
+ other MCP clients
PubMed Central

What is the PubMed Central MCP Server?

Connect your AI agent to PubMed Central (PMC), the world's premier digital archive of biomedical and life sciences journal literature. This server enables deep exploration of millions of open-access articles directly through natural conversation.

What you can do

  • Advanced Search — Use search_articles to find PMCIDs matching complex queries, including authors, dates, and specific filters.
  • Full-Text Retrieval — Access complete article content in BioC XML or JSON formats using get_bioc_article for deep analysis.
  • Citation Analysis — Track the scientific impact of research by finding articles that cite a specific PMID with get_citing_articles.
  • Identifier Mapping — Seamlessly convert between PMCIDs, PMIDs, and DOIs using convert_ids to ensure data consistency.
  • Metadata Harvesting — Retrieve document summaries, license information, and file locations for Open Access records via get_article_summary and get_oa_record.

How it works

  1. Subscribe to this server
  2. Provide your NCBI Tool Name and Email (and an optional API Key for higher rate limits)
  3. Start querying the global repository of medical knowledge from Claude, Cursor, or any MCP-compatible client

Who is this for?

  • Researchers & Academics — Instantly find relevant literature and extract data from full-text papers without manual downloading.
  • Healthcare Professionals — Quickly verify medical facts and access the latest clinical studies directly from your workspace.
  • Data Scientists — Automate the collection of biomedical datasets and citation networks for large-scale analysis.

Built-in capabilities (7)

convert_ids

Convert between article identifiers (PMCID, PMID, DOI)

get_article_summary

Get metadata summaries for PMC articles

get_bioc_article

Retrieve full-text articles via the BioC API

get_citing_articles

Find PMC articles that cite a specific PubMed ID

get_oa_record

Find citation data, license info, and file locations for OA articles

oai_pmh_request

Harvest metadata via the PMC OAI-PMH Service

search_articles

Search for articles in PubMed Central

Why OpenAI Agents SDK?

The OpenAI Agents SDK auto-discovers all 7 tools from PubMed Central through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries PubMed Central, another analyzes results, and a third generates reports, all orchestrated through Vinkius.

  • 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

O
See it in action

PubMed Central in OpenAI Agents SDK

AI AgentVinkius
High Security·Kill Switch·Plug and Play
Why Vinkius

PubMed Central and 4,000+ other MCP servers. One platform. One governance layer.

Teams that connect PubMed Central to OpenAI Agents SDK through Vinkius don't need to source, host, or maintain individual MCP servers. Every tool call runs inside a hardened runtime with credential isolation, DLP, and a signed audit chain.

4,000+MCP Servers ready
<40msCold start
60%Token savings
Raw MCP
Vinkius
Server catalogFind and host yourself4,000+ managed
InfrastructureSelf-hostedSandboxed V8 isolates
Credential handlingPlaintext in configVault + runtime injection
Data loss preventionNoneConfigurable DLP policies
Kill switchNoneGlobal instant shutdown
Financial circuit breakersNonePer-server limits + alerts
Audit trailNoneEd25519 signed logs
SIEM log streamingNoneSplunk, Datadog, Webhook
HoneytokensNoneCanary alerts on leak
Custom domainsNot applicableDNS challenge verified
GDPR complianceManual effortAutomated purge + export
Enterprise Security

Why teams choose Vinkius for PubMed Central in OpenAI Agents SDK

The PubMed Central 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. All 7 tools execute in hardened sandboxes optimized for native MCP execution.

Your AI agents in OpenAI Agents SDK only access the data you authorize, with DLP that blocks sensitive information from ever reaching the model, kill switch for instant shutdown, and up to 60% token savings. Enterprise-grade infrastructure, zero maintenance.

PubMed Central
Fully ManagedVinkius Servers
60%Token savings
High SecurityEnterprise-grade
IAMAccess control
EU AI ActCompliant
DLPData protection
V8 IsolateSandboxed
Ed25519Audit chain
<40msKill switch
Stream every event to Splunk, Datadog, or your own webhook in real-time

* 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

The Vinkius Advantage

How Vinkius secures PubMed Central for OpenAI Agents SDK

Every tool call from OpenAI Agents SDK to the PubMed Central MCP Server is protected by DLP redaction, cryptographic audit chains, V8 sandbox isolation, kill switch, and financial circuit breakers.

< 40msCold start
Ed25519Signed audit chain
60%Token savings
FAQ

Frequently asked questions

01

How do I convert a DOI or PMID into a PMCID for full-text access?

Use the convert_ids tool. Provide a comma-separated list of identifiers, and the agent will return the mapped PMCID, which is required for many other PMC retrieval tools.

02

Can I retrieve the actual content of an article, not just the abstract?

Yes. If the article is in the Open Access subset, use get_bioc_article with the PMCID. You can specify 'json' or 'xml' format to get the full-text sections.

03

How can I find which papers have cited a specific study?

Use the get_citing_articles tool by providing the PubMed ID (PMID) of the study. It will return a list of PMC articles that reference that specific work.

04

How does the OpenAI Agents SDK connect to MCP?

Use MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.

05

Can I use multiple MCP servers in one agent?

Yes. Pass a list of MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.

06

Does the SDK support streaming responses?

Yes. The SDK supports SSE and Streamable HTTP transports, both of which work natively with Vinkius.

07

MCPServerStreamableHttp not found

Ensure you have the latest version: pip install --upgrade openai-agents

08

Agent not calling tools

Make sure your prompt explicitly references the task the tools can help with.

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