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Planly MCP Server for OpenAI Agents SDKGive OpenAI Agents SDK instant access to 11 tools to Ai Generate Content, Create Draft, Create Schedule, and more

Built by Vinkius GDPR 11 Tools SDK

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

Use with Your AI Agent

Ask AI about this App Connector for OpenAI Agents SDK

Open in ChatGPT Open in Claude Open in Perplexity

The Planly app connector for OpenAI Agents SDK is a standout in the Industry Titans category — giving your AI agent 11 tools to work with, ready to go from day one.

Vinkius delivers Streamable HTTP and SSE to any MCP client

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="Planly Assistant",
            instructions=(
                "You help users interact with Planly. "
                "You have access to 11 tools."
            ),
            mcp_servers=[mcp_server],
        )

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

asyncio.run(main())
Planly
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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 Planly MCP Server

Connect your Planly account to any AI agent and take full control of your social media orchestration and content scheduling through natural conversation. Planly is a comprehensive social media management tool, and this integration allows you to retrieve channel metadata, schedule posts in bulk, and manage media libraries directly from your chat interface.

The OpenAI Agents SDK auto-discovers all 11 tools from Planly through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Planly, another analyzes results, and a third generates reports, all orchestrated through Vinkius.

What you can do

  • Channel & Team Orchestration — List all connected social channels and retrieve detailed team metadata programmatically to ensure your social presence is always synchronized.
  • Content Scheduling Intelligence — Create and manage post schedules and groups directly from the AI interface to track engagement timings and multi-channel delivery.
  • Media Library Control — Start and finish media uploads (images and videos) via natural language to maintain a high-fidelity content repository.
  • AI Assistant Integration — Utilize Planly's internal AI capabilities to complete content ideas and generate captions using simple AI commands.
  • Operational Monitoring — Track schedule statuses and manage system metadata to ensure your social media workflows are always optimized.

The Planly MCP Server exposes 11 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.

All 11 Planly tools available for OpenAI Agents SDK

When OpenAI Agents SDK connects to Planly through Vinkius, your AI agent gets direct access to every tool listed below — spanning social-media-scheduling, content-calendar, auto-publishing, and more. Every call is secured with network, filesystem, subprocess, and code evaluation entitlements inside a sandboxed runtime. Beyond a simple connection, you get a full AI Gateway with real-time visibility into agent activity, enterprise governance, and optimized token usage.

ai_generate_content

Generate post content using AI

create_draft

Create a post draft

create_schedule

Create a new scheduled post

delete_schedule

Delete a scheduled post

finish_media_upload

Finalize a media upload

get_schedule

Get details for a specific scheduled post

list_analytics

Get analytics for a social media channel

list_channels

List connected social media channels

list_schedules

List all scheduled posts

list_teams

List all teams

start_media_upload

Initiate a media upload

Connect Planly to OpenAI Agents SDK via MCP

Follow these steps to wire Planly into OpenAI Agents SDK. The entire setup takes under two minutes — your credentials stay safe behind the 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 11 tools from Planly

Why Use OpenAI Agents SDK with the Planly MCP Server

OpenAI Agents SDK provides unique advantages when paired with Planly 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

Planly + OpenAI Agents SDK Use Cases

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

01

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

02

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

03

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

04

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

Example Prompts for Planly in OpenAI Agents SDK

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

01

"List all active social channels in Planly."

02

"Show me all posts scheduled for the next 7 days across all my social media channels."

03

"Schedule a new Instagram carousel post for Thursday at 10 AM with AI-generated caption."

Troubleshooting Planly MCP Server with OpenAI Agents SDK

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

Planly + OpenAI Agents SDK FAQ

Common questions about integrating Planly 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.