Can my agent create or submit a form entry in Gravity Forms?

Yes. Use the 'submit_form' tool. By passing the field values mapping, the agent can programmatically submit data to any form, triggering all configured validations, email notifications, and third-party feeds automatically.

How do I look up specific customer submissions via chat?

You can use the 'list_entries' tool with optional filters. For example, you can filter by Form ID or search terms to locate specific records and then use 'get_entry' to retrieve the full details of that submission.

Can I add internal notes to entries through the agent?

Absolutely. Use the 'create_entry_note' tool. This allows your agent to leave context or internal documentation on specific form submissions, visible to other team members in the WordPress admin area.

Gravity Forms MCP Server for OpenAI Agents SDK 12 tools — connect in under 2 minutes

Name: Gravity Forms
Availability: InStock
Author: Vinkius

openai.github.io/openai-agents-python/mcp

Built by Vinkius GDPR 12 Tools SDK

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

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

Vinkius supports streamable HTTP and SSE.

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="Gravity Forms Assistant",
            instructions=(
                "You help users interact with Gravity Forms. "
                "You have access to 12 tools."
            ),
            mcp_servers=[mcp_server],
        )

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

asyncio.run(main())

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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 Gravity Forms MCP Server

Connect your Gravity Forms REST API to any AI agent and take full control of your WordPress forms, entries, and submissions through natural conversation.

The OpenAI Agents SDK auto-discovers all 12 tools from Gravity Forms through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Gravity Forms, another analyzes results, and a third generates reports, all orchestrated through Vinkius.

What you can do

Form Orchestration — List all forms on your site and inspect their fields and configuration structures natively
Entry Management — Search and retrieve specific submissions, updating field values or trashing entries as needed
Automated Submissions — Submit form data programmatically by passing field values, triggering all standard validation and notifications
Insights & Results — Retrieve aggregate results and statistics for any form to analyze conversion rates and user data
Note Collaboration — Read and add notes to specific entries to maintain internal team context within your helpdesk workflow
Feed & Notification Oversight — Audit active feeds and notification settings to ensure your data is flowing correctly to external services

The Gravity Forms MCP Server exposes 12 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.

How to Connect Gravity Forms to OpenAI Agents SDK via MCP

Follow these steps to integrate the Gravity Forms MCP Server with OpenAI Agents SDK.

Install the SDK

Run pip install openai-agents in your Python environment

Replace the token

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

Run the script

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

Explore tools

The agent will automatically discover 12 tools from Gravity Forms

Why Use OpenAI Agents SDK with the Gravity Forms MCP Server

OpenAI Agents SDK provides unique advantages when paired with Gravity Forms through the Model Context Protocol.

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

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

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

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

Gravity Forms + OpenAI Agents SDK Use Cases

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

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

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

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

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

Gravity Forms MCP Tools for OpenAI Agents SDK (12)

These 12 tools become available when you connect Gravity Forms to OpenAI Agents SDK via MCP:

create_entry_note

Add a new note to a form entry

delete_entry

Delete a form entry

get_entry

Get detailed data for a specific form entry

get_form

Get the structure and configuration of a specific form

get_form_results

Get aggregate results and statistics for a specific form

get_notifications

Get configured notifications for a specific form

list_entries

Retrieve entries (submissions) for forms

list_entry_notes

List all notes attached to a specific entry

list_feeds

List all active feeds for a specific form

list_forms

List all forms created in Gravity Forms

submit_form

Submit a form programmatically

update_entry

Update an existing form entry

Example Prompts for Gravity Forms in OpenAI Agents SDK

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

"List my forms in Gravity Forms"

"Show me the entries for Form ID 1 from this week"

"Add a note to entry #1042: 'Customer contacted support, refund processed'"

Troubleshooting Gravity Forms MCP Server with OpenAI Agents SDK

Common issues when connecting Gravity Forms to OpenAI Agents SDK through the Vinkius, and how to resolve them.

MCPServerStreamableHttp not found

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

Agent not calling tools

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

Gravity Forms + OpenAI Agents SDK FAQ

Common questions about integrating Gravity Forms MCP Server with OpenAI Agents SDK.

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.