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How to Use the Gravity Forms MCP in OpenAI Agents SDK

Build production-grade OpenAI Agents SDK systems that query WordPress form submissions and update user entries without manual glue code.

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OpenAI Agents SDK

Connect Gravity Forms MCP to OpenAI Agents SDK

Create your Vinkius account to connect Gravity Forms to OpenAI Agents SDK and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

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Inspect Form Structures with OpenAI Agents SDK

The `get_form` tool fetches the exact field setup and structure of any Gravity Forms layout directly into your agent runtime. This lets your agent inspect fields, validation rules, and entry requirements on the fly before attempting to write or read data. You do not need to hardcode WordPress field IDs anymore. Your agent reads the structure using `list_forms` first, maps the fields dynamically, and proceeds with the task.

Automate Form Entry Management

The `list_entries` tool pulls raw submissions directly from your WordPress database so your agent can process leads or support tickets. When an agent finds an entry that needs attention, it can immediately append updates using `create_entry_note` to keep your team in the loop. If a customer requests data deletion to comply with privacy laws, the agent can run `delete_entry` to purge that record permanently. This setup handles the entire lifecycle of a lead without leaving your Python environment.

Track Submissions and Notifications

The `get_form_results` tool aggregates submission metrics and performance data for any form on your site. This gives your agent the raw numbers to build reports or trigger alerts when submission rates drop. By using `get_notifications` and `list_feeds` alongside these metrics, your agent checks where the form data is going and who gets notified. It ensures that your email routing and third-party integrations are active and working.

Setup guide

Set up Gravity Forms MCP in OpenAI Agents SDK

Prerequisites

  • Python 3.10+ installed
  • openai-agents package (pip install openai-agents)
  • Active Vinkius subscription with a valid endpoint token
  1. 1

    Install the SDK

    Run pip install openai-agents to install the OpenAI Agents SDK. The MCP integration is built-in — no extra dependencies needed.

  2. 2

    Connect via SSE transport

    Use MCPServerSse with your Vinkius endpoint URL. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com. The SDK auto-discovers all Gravity Forms tools at runtime.

  3. 3

    Create your Agent

    Pass the MCP to Agent(mcp_servers=[server]). The agent receives Gravity Forms tools as native definitions — JSON schemas resolve automatically.

  4. 4

    Run the agent

    Call Runner.run(agent, prompt) to execute. The agent invokes the appropriate Gravity Forms tools and returns structured results. Copy the full example on the right to get started.

agent.py
import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerSse

async def main():
    async with MCPServerSse(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    ) as server:
        agent = Agent(
            name="Gravity Forms Agent",
            instructions="You have access to Gravity Forms tools.",
            mcp_servers=[server],
        )
        result = await Runner.run(agent, "List recent transactions")
        print(result.final_output)

asyncio.run(main())

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Gravity Forms. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

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Common questions about Gravity Forms MCP in OpenAI Agents SDK

Install the package and pass the Vinkius HTTP endpoint to your MCP configuration. Your agents will auto-discover the tools like `list_forms` and `list_entries` instantly.
Yes, the agent uses the `submit_form` tool to send payloads directly to your WordPress site. This bypasses the browser and lets you automate programmatic testing or lead migration.
Use the `update_entry` tool within your agent logic to modify existing fields. You can also append context to any submission by calling `create_entry_note` with the specific entry ID.
Yes, you can control tool access at the gateway level. If you want to prevent the agent from using `delete_entry`, simply omit that tool from the exposed list in your Vinkius MCP Server dashboard.
The MCP server processes your user submissions and entry notes inside an ephemeral, zero-trust sandbox. No data is stored on Vinkius servers, meaning your WordPress database credentials and customer records remain strictly private.

Start using the Gravity Forms MCP today

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