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ImageCharts MCP Server for OpenAI Agents SDKGive OpenAI Agents SDK instant access to 10 tools to Generate Bar Chart, Generate Bubble Chart, Generate Doughnut Chart, and more

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The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect ImageCharts 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 ImageCharts MCP Server for OpenAI Agents SDK is a standout in the Data Analytics category — giving your AI agent 10 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="ImageCharts Assistant",
            instructions=(
                "You help users interact with ImageCharts. "
                "You have access to 10 tools."
            ),
            mcp_servers=[mcp_server],
        )

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

asyncio.run(main())
ImageCharts
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About ImageCharts MCP Server

Connect ImageCharts to any AI agent and generate data visualizations through natural conversation.

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

What you can do

  • Bar Charts — Generate vertical/horizontal bar charts with custom colors, labels, and data series
  • Pie Charts — Create pie and doughnut charts with percentage labels
  • Line Charts — Build trend charts with multiple data series and markers
  • Radar Charts — Generate radar/spider charts for multi-dimensional comparisons
  • Bubble Charts — Create scatter/bubble visualizations with size encoding
  • QR Codes — Generate scannable QR codes from any text or URL

The ImageCharts MCP Server exposes 10 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 10 ImageCharts tools available for OpenAI Agents SDK

When OpenAI Agents SDK connects to ImageCharts through Vinkius, your AI agent gets direct access to every tool listed below — spanning data-visualization, chart-generation, qr-codes, 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.

generate

Generate bar chart on ImageCharts

Generate a bar chart image

generate

Generate bubble chart on ImageCharts

Generate a bubble chart image

generate

Generate doughnut chart on ImageCharts

Generate a doughnut chart image

generate

Generate line chart on ImageCharts

Generate a line chart image

generate

Generate pie chart on ImageCharts

Generate a pie chart image

generate

Generate polar area chart on ImageCharts

Generate a polar area chart image

generate

Generate qr code on ImageCharts

Generate a QR code image

generate

Generate radar chart on ImageCharts

Generate a radar chart image

generate

Generate scatter plot on ImageCharts

Generate a scatter plot image

generate

Generate venn diagram on ImageCharts

Generate a Venn diagram image

Connect ImageCharts to OpenAI Agents SDK via MCP

Follow these steps to wire ImageCharts 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 10 tools from ImageCharts

Why Use OpenAI Agents SDK with the ImageCharts MCP Server

OpenAI Agents SDK provides unique advantages when paired with ImageCharts 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

ImageCharts + OpenAI Agents SDK Use Cases

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

01

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

02

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

03

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

04

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

Example Prompts for ImageCharts in OpenAI Agents SDK

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

01

"Create a bar chart showing Q1-Q4 revenue and a pie chart of market share."

02

"Generate a QR code for our website and a line chart of monthly user growth."

03

"Create a radar chart comparing 5 team skills and a bubble chart of project priorities."

Troubleshooting ImageCharts MCP Server with OpenAI Agents SDK

Common issues when connecting ImageCharts 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.

ImageCharts + OpenAI Agents SDK FAQ

Common questions about integrating ImageCharts 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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