PMC Open Access (PubMed Central) MCP Server for OpenAI Agents SDKGive OpenAI Agents SDK instant access to 8 tools to Convert Ids, Export Citation, Oa Discover, and more

Name: PMC Open Access (PubMed Central)
Price: 29 USD
Availability: InStock
Rating: 0.2 (1 reviews)
Author: Vinkius

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The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect PMC Open Access (PubMed Central) through Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails. no manual schema definitions required.

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The PMC Open Access (PubMed Central) MCP Server for OpenAI Agents SDK is a standout in the Knowledge Management category — giving your AI agent 8 tools to work with, ready to go from day one.

Built for AI Agents by Vinkius

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python

import 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="PMC Open Access (PubMed Central) Assistant",
            instructions=(
                "You help users interact with PMC Open Access (PubMed Central). "
                "You have access to 8 tools."
            ),
            mcp_servers=[mcp_server],
        )

        result = await Runner.run(
            agent, "List all available tools from PMC Open Access (PubMed Central)"
        )
        print(result.final_output)

asyncio.run(main())

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About PMC Open Access (PubMed Central) MCP Server

Connect to the PubMed Central (PMC) Open Access Subset to empower your AI agent with direct access to millions of peer-reviewed biomedical research articles. This server provides comprehensive tools for literature discovery, metadata harvesting, and identifier management.

The OpenAI Agents SDK auto-discovers all 8 tools from PMC Open Access (PubMed Central) through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries PMC Open Access (PubMed Central), another analyzes results, and a third generates reports, all orchestrated through Vinkius.

What you can do

Metadata Harvesting — Use OAI-PMH protocols to list identifiers, metadata formats, and full records from the PMC repository.
Identifier Conversion — Seamlessly translate between PMCIDs, PMIDs, DOIs, and Manuscript IDs using the official PMC ID Converter.
Resource Discovery — Locate downloadable PDF, XML, and TGZ files for open-access articles to facilitate deep analysis.
Citation Export — Retrieve formatted citations for PubMed and PMC records to streamline academic writing and referencing.
Deep Record Inspection — Fetch specific article metadata or full-text records using unique OAI identifiers.

The PMC Open Access (PubMed Central) MCP Server exposes 8 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 8 PMC Open Access (PubMed Central) tools available for OpenAI Agents SDK

When OpenAI Agents SDK connects to PMC Open Access (PubMed Central) through Vinkius, your AI agent gets direct access to every tool listed below — spanning biomedical-research, open-access, metadata-harvesting, 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.

convert

Convert ids on PMC Open Access (PubMed Central)

Returns JSON. Convert between PMCIDs, PMIDs, DOIs, and Manuscript IDs

export

Export citation on PMC Open Access (PubMed Central)

Export formatted citations for PubMed and PMC articles

Oa discover on PMC Open Access (PubMed Central)

) for PMC articles. Discover downloadable resources from the PMC Open Access Subset

oai

Oai get record on PMC Open Access (PubMed Central)

Get a specific OAI record from PMC

oai

Oai identify on PMC Open Access (PubMed Central)

Identify the PMC OAI-PMH repository

oai

Oai list identifiers on PMC Open Access (PubMed Central)

Use metadataPrefix (e.g., pmc, pmc_fm, oai_dc). List OAI identifiers for PMC articles

oai

Oai list metadata formats on PMC Open Access (PubMed Central)

Optionally filter by a specific identifier. List available metadata formats in PMC OAI-PMH

oai

Oai list records on PMC Open Access (PubMed Central)

List full OAI records for PMC articles

Connect PMC Open Access (PubMed Central) to OpenAI Agents SDK via MCP

Follow these steps to wire PMC Open Access (PubMed Central) into OpenAI Agents SDK. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.

Install the SDK

Run pip install openai-agents in your Python environment

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com

Run the script

Save the code above and run it: python agent.py

Explore tools

The agent will automatically discover 8 tools from PMC Open Access (PubMed Central)

Why Use OpenAI Agents SDK with the PMC Open Access (PubMed Central) MCP Server

OpenAI Agents SDK provides unique advantages when paired with PMC Open Access (PubMed Central) 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

PMC Open Access (PubMed Central) + OpenAI Agents SDK Use Cases

Practical scenarios where OpenAI Agents SDK combined with the PMC Open Access (PubMed Central) MCP Server delivers measurable value.

Automated workflows: build agents that query PMC Open Access (PubMed Central), process the data, and trigger follow-up actions autonomously

Multi-agent orchestration: create specialist agents. one queries PMC Open Access (PubMed Central), another analyzes results, a third generates reports

Data enrichment pipelines: stream data through PMC Open Access (PubMed Central) tools and transform it with OpenAI models in a single async loop

Customer support bots: agents query PMC Open Access (PubMed Central) to resolve tickets, look up records, and update statuses without human intervention

Example Prompts for PMC Open Access (PubMed Central) in OpenAI Agents SDK

Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with PMC Open Access (PubMed Central) immediately.

"Convert the following PMIDs to PMCIDs: 34567890, 34567891."

"Find the PDF download link for PMCID PMC5334499."

"List the metadata formats supported by the PMC OAI-PMH repository."

Troubleshooting PMC Open Access (PubMed Central) MCP Server with OpenAI Agents SDK

Common issues when connecting PMC Open Access (PubMed Central) to OpenAI Agents SDK through Vinkius, and how to resolve them.

MCPServerStreamableHttp not found

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

Agent not calling tools

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

PMC Open Access (PubMed Central) + OpenAI Agents SDK FAQ

Common questions about integrating PMC Open Access (PubMed Central) MCP Server with OpenAI Agents SDK.

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.