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Rows MCP Server for OpenAI Agents SDKGive OpenAI Agents SDK instant access to 11 tools to Append Values To Table, Create Spreadsheet, Delete Spreadsheet, and more

Built by Vinkius GDPR 11 Tools SDK

The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Rows 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 Rows 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="Rows Assistant",
            instructions=(
                "You help users interact with Rows. "
                "You have access to 11 tools."
            ),
            mcp_servers=[mcp_server],
        )

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

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

Connect your Rows.com account to any AI agent and take full control of your spreadsheet-based data orchestration and collaborative workflows through natural conversation. Rows provides a modern spreadsheet platform with built-in integrations, and this integration allows you to retrieve row metadata, update cell values, and perform complex data queries directly from your chat interface.

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

What you can do

  • Spreadsheet & Table Orchestration — List all managed spreadsheets and retrieve detailed metadata, including table structures programmatically.
  • Data Value Intelligence — Access and monitor range values to retrieve real-time spreadsheet data directly from the AI interface.
  • Cell Lifecycle Management — Update and append values to specific ranges to ensure your records are always synchronized via natural language.
  • Folder & Organization Control — List and search through your folders to maintain a clear overview of your digital workspace.
  • Operational Monitoring — Track system activity and manage spreadsheet metadata using simple AI commands to streamline your business workflows.

The Rows 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 Rows tools available for OpenAI Agents SDK

When OpenAI Agents SDK connects to Rows through Vinkius, your AI agent gets direct access to every tool listed below — spanning spreadsheets, data-queries, collaborative-data, 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.

append_values_to_table

Add new rows to a table

create_spreadsheet

Create a new spreadsheet

delete_spreadsheet

Delete a spreadsheet

get_folder

Get details for a specific folder

get_range_cells

Get detailed cell objects

get_range_values

g., A1:B5). Get values from a specific range

get_spreadsheet_details

Get metadata for a spreadsheet

get_workspace_info

Get Rows workspace details

list_folders

List workspace folders

list_spreadsheets

List your Rows spreadsheets

update_range_values

Overwrite values in a range

Connect Rows to OpenAI Agents SDK via MCP

Follow these steps to wire Rows 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 Rows

Why Use OpenAI Agents SDK with the Rows MCP Server

OpenAI Agents SDK provides unique advantages when paired with Rows 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

Rows + OpenAI Agents SDK Use Cases

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

01

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

02

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

03

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

04

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

Example Prompts for Rows in OpenAI Agents SDK

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

01

"List all spreadsheets in my Rows workspace."

02

"Show me all spreadsheets in my workspace and pull the latest data from the Sales Dashboard."

03

"Create a new spreadsheet called Q3 Planning and populate it with department budget data."

Troubleshooting Rows MCP Server with OpenAI Agents SDK

Common issues when connecting Rows 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.

Rows + OpenAI Agents SDK FAQ

Common questions about integrating Rows 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.