Can my AI automatically create task assignments?

Yes. Your agent can pull the exact schema of your tracker database, retrieve the user UUIDs via `list_users`, and seamlessly insert a new row assigning the task—all within seconds.

How do I extract long notes from a page?

While `get_page` gives you raw page metadata, your agent will use `get_blocks` to traverse paragraphs, lists, and images to stream the entire document context back into your chat workflow.

Does it support deep searches?

Absolutely. It leverages multiple endpoints like `search_pages` and `search_databases` globally so your agent can track down any missing document UUID using just a textual query snippet.

Notion MCP Server for OpenAI Agents SDK 10 tools — connect in under 2 minutes

Name: Notion
Availability: InStock
Author: Vinkius

openai.github.io/openai-agents-python/mcp

Built by Vinkius GDPR 10 Tools SDK

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

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

Vinkius supports streamable HTTP and SSE.

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="Notion Assistant",
            instructions=(
                "You help users interact with Notion. "
                "You have access to 10 tools."
            ),
            mcp_servers=[mcp_server],
        )

        result = await Runner.run(
            agent, "List all available tools from Notion"
        )
        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 Notion MCP Server

Unlock the full potential of your connected workspace by linking Notion to your AI agent. This integration transforms Notion from a static documentation hub into a dynamic, queryable engine for your AI workflows. Your agent can now perform global fuzzy searches to locate misplaced documents, query structured databases to extract tabular data, and even read deep into nested block hierarchies to summarize project specs or meeting notes. Whether you're automating task creation or retrieving team knowledge, your agent acts as an intelligent librarian for your entire Notion domain.

The OpenAI Agents SDK auto-discovers all 10 tools from Notion through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns — chain multiple agents where one queries Notion, another analyzes results, and a third generates reports, all orchestrated through the Vinkius.

What you can do

Global Search — Rapidly find pages and databases across your workspace by title or content using fuzzy text matching.
Database Orchestration — Query databases to read structured data rows or fetch the exact schema defining your trackers.
Deep Content Reading — Access metadata and dive into nested paragraphs, lists, and images using advanced block retrieval.
Record Creation — Programmatically create new pages or insert data rows directly inside specific Notion containers.
Identity Mapping — Enumerate all workspace users and bots to accurately map assignee tags to team members.

The Notion MCP Server exposes 10 tools through the Vinkius. Connect it to OpenAI Agents SDK in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

How to Connect Notion to OpenAI Agents SDK via MCP

Follow these steps to integrate the Notion MCP Server with OpenAI Agents SDK.

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 10 tools from Notion

Why Use OpenAI Agents SDK with the Notion MCP Server

OpenAI Agents SDK provides unique advantages when paired with Notion 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

Notion + OpenAI Agents SDK Use Cases

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

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

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

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

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

Notion MCP Tools for OpenAI Agents SDK (10)

These 10 tools become available when you connect Notion to OpenAI Agents SDK via MCP:

archive_page

Archive/Delete a Notion Page

create_page

Insert a new row/page inside a Database

get_blocks

Read hierarchical textual content under a Page

get_database

) defining rows within a Database. Retrieve the schema definition of a Database

get_page

Does NOT fetch body text. Retrieve metadata properties for a single Notion Page

list_users

Enumerate workspace members and bots

query_database

Read structured data rows from a Notion Database

search_databases

Essential for tracking down Database UUIDs. Fuzzy text search globally across Notion workspace Databases

search_pages

Necessary to locate Page UUIDs rapidly. Fuzzy text search globally across Notion workspace pages

update_page_title

Update the title of a Notion Page

Example Prompts for Notion in OpenAI Agents SDK

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

"Search my Notion workspace for any pages containing 'Q4 Marketing Strategy'."

"Create a new row in my Project Tasks database marking the title as 'Update API Docs'."

"List all team members currently registered in my Notion."

Troubleshooting Notion MCP Server with OpenAI Agents SDK

Common issues when connecting Notion to OpenAI Agents SDK through the 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.

Notion + OpenAI Agents SDK FAQ

Common questions about integrating Notion 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.