DOAJ MCP Server for OpenAI Agents SDKGive OpenAI Agents SDK instant access to 8 tools to Bulk Create Articles, Create Application, Create Article, and more

Name: DOAJ
Price: 29 USD
Availability: InStock
Rating: 4.9 (1 reviews)
Author: Vinkius

GDPR Free for Subscribers

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

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The DOAJ 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

Vinkius delivers Streamable HTTP and SSE to any MCP client

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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="DOAJ Assistant",
            instructions=(
                "You help users interact with DOAJ. "
                "You have access to 8 tools."
            ),
            mcp_servers=[mcp_server],
        )

        result = await Runner.run(
            agent, "List all available tools from DOAJ"
        )
        print(result.final_output)

asyncio.run(main())

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* 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 DOAJ MCP Server

Connect to the Directory of Open Access Journals (DOAJ) to explore millions of open access articles and journals. This server allows researchers to query metadata and publishers to manage their records through natural conversation.

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

What you can do

Journal Discovery — Search the DOAJ database for journals using Elasticsearch syntax, including title, ISSN, and subject filters.
Article Search — Find specific research papers and articles across thousands of open access publications.
Metadata Retrieval — Fetch complete metadata for specific articles using their unique DOAJ IDs.
Publisher Management — Create, update, or delete article records directly from your AI agent (requires API key).
Bulk Operations — Upload high-volume batches of articles asynchronously for efficient catalog management.
Journal Applications — Submit update requests for existing journals to keep directory information current.

The DOAJ 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 DOAJ tools available for OpenAI Agents SDK

When OpenAI Agents SDK connects to DOAJ through Vinkius, your AI agent gets direct access to every tool listed below — spanning academic-research, open-access, journals, 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.

bulk

Bulk create articles on DOAJ

Requires publisher API key. Keep batch sizes around 600KB. Bulk upload articles to DOAJ

create

Create application on DOAJ

Include the journal ID in admin.current_journal. Submit an update request (application) for an existing journal

create

Create article on DOAJ

Requires publisher API key. Creating an article with an existing DOI or full-text URL will overwrite the existing record. Create a new article in DOAJ

delete

Delete article on DOAJ

Requires publisher API key. Delete an article from DOAJ

get

Get article on DOAJ

Retrieve a specific DOAJ article by ID

Search articles on DOAJ

Supports fielded search (e.g., bibjson.title:"Quantum"). Search DOAJ articles using Elasticsearch query string syntax

Search journals on DOAJ

Supports fielded search (e.g., bibjson.title:"Journal of Science"). Search DOAJ journals using Elasticsearch query string syntax

update

Update article on DOAJ

Requires publisher API key. Update an existing DOAJ article

Connect DOAJ to OpenAI Agents SDK via MCP

Follow these steps to wire DOAJ 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 DOAJ

Why Use OpenAI Agents SDK with the DOAJ MCP Server

OpenAI Agents SDK provides unique advantages when paired with DOAJ 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

DOAJ + OpenAI Agents SDK Use Cases

Practical scenarios where OpenAI Agents SDK combined with the DOAJ MCP Server delivers measurable value.

Automated workflows: build agents that query DOAJ, process the data, and trigger follow-up actions autonomously

Multi-agent orchestration: create specialist agents. one queries DOAJ, another analyzes results, a third generates reports

Data enrichment pipelines: stream data through DOAJ tools and transform it with OpenAI models in a single async loop

Customer support bots: agents query DOAJ to resolve tickets, look up records, and update statuses without human intervention

Example Prompts for DOAJ in OpenAI Agents SDK

Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with DOAJ immediately.

"Search for open access journals about 'Quantum Computing' in DOAJ."

"Find articles with 'CRISPR' in the title published in 2023."

"Get the full metadata for DOAJ article ID '12039402123'."

Troubleshooting DOAJ MCP Server with OpenAI Agents SDK

Common issues when connecting DOAJ 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.

DOAJ + OpenAI Agents SDK FAQ

Common questions about integrating DOAJ 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.

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.

Does the SDK support streaming responses?

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

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