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Ellie Planner MCP Server for OpenAI Agents SDKGive OpenAI Agents SDK instant access to 8 tools to Complete Task, Create Task, Delete Task, and more

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The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Ellie Planner 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 Ellie Planner MCP Server for OpenAI Agents SDK is a standout in the Productivity 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="Ellie Planner Assistant",
            instructions=(
                "You help users interact with Ellie Planner. "
                "You have access to 8 tools."
            ),
            mcp_servers=[mcp_server],
        )

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

asyncio.run(main())
Ellie Planner
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

About Ellie Planner MCP Server

Connect your Ellie Planner account to any AI agent and take full control of your daily productivity and time-blocking workflows through natural conversation.

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

What you can do

  • Task Orchestration — Create and manage daily tasks and Brain Dump items programmatically, including retrieving detailed metadata and status
  • Productivity Lifecycle — Track your progress by marking tasks as completed and updating priorities or dates directly through your agent
  • Categorical Intelligence — Organize your tasks using account-wide labels and custom lists to maintain a high-fidelity productivity structure
  • Workflow Automation — Programmatically update or delete tasks to keep your daily plan aligned with your real-time priorities
  • Dashboard Visibility — Access your complete directory of task lists and labels to ensure every thought is perfectly categorized

The Ellie Planner 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 Ellie Planner tools available for OpenAI Agents SDK

When OpenAI Agents SDK connects to Ellie Planner through Vinkius, your AI agent gets direct access to every tool listed below — spanning ellie-planner, task-management, time-blocking, 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.

complete

Complete task on Ellie Planner

Mark a task as completed

create

Create task on Ellie Planner

Provide title and optionally date/labels. Create a new task

delete

Delete task on Ellie Planner

Delete a task

get

Get task on Ellie Planner

Get details of a specific task

list

List labels on Ellie Planner

List all task labels

list

List lists on Ellie Planner

List all task lists

list

List tasks on Ellie Planner

List all tasks

update

Update task on Ellie Planner

Update an existing task

Connect Ellie Planner to OpenAI Agents SDK via MCP

Follow these steps to wire Ellie Planner into OpenAI Agents SDK. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.

01

Install the SDK

Run pip install openai-agents in your Python environment
02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com
03

Run the script

Save the code above and run it: python agent.py
04

Explore tools

The agent will automatically discover 8 tools from Ellie Planner

Why Use OpenAI Agents SDK with the Ellie Planner MCP Server

OpenAI Agents SDK provides unique advantages when paired with Ellie Planner through the Model Context Protocol.

01

Native MCP integration via `MCPServerSse`, pass the URL and the SDK auto-discovers all tools with full type safety

02

Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure

03

Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate

04

First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output

Ellie Planner + OpenAI Agents SDK Use Cases

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

01

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

02

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

03

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

04

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

Example Prompts for Ellie Planner in OpenAI Agents SDK

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

01

"List all my current tasks for today in Ellie Planner."

02

"Create a task 'Research MCP Servers' in my Brain Dump."

03

"Mark task ID 't_123' as completed."

Troubleshooting Ellie Planner MCP Server with OpenAI Agents SDK

Common issues when connecting Ellie Planner to OpenAI Agents SDK through Vinkius, and how to resolve them.

01

MCPServerStreamableHttp not found

Ensure you have the latest version: pip install --upgrade openai-agents
02

Agent not calling tools

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

Ellie Planner + OpenAI Agents SDK FAQ

Common questions about integrating Ellie Planner MCP Server with OpenAI Agents SDK.

01

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.
02

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.
03

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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