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 AutoGen 12 tools — connect in under 2 minutes

Name: Gravity Forms
Availability: InStock
Author: Vinkius

microsoft.github.io/autogen/docs/tools/mcp-tools

Built by Vinkius GDPR 12 Tools Framework

Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add Gravity Forms as an MCP tool provider through Vinkius and every agent in the group can access live data and take action.

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 autogen_agentchat.agents import AssistantAgent
from autogen_ext.tools.mcp import McpWorkbench

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    async with McpWorkbench(
        server_params={"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"},
        transport="streamable_http",
    ) as workbench:
        tools = await workbench.list_tools()
        agent = AssistantAgent(
            name="gravity_forms_agent",
            tools=tools,
            system_message=(
                "You help users with Gravity Forms. "
                "12 tools available."
            ),
        )
        print(f"Agent ready with {len(tools)} tools")

asyncio.run(main())

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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 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.

AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Gravity Forms tools. Connect 12 tools through Vinkius and assign role-based access. a data analyst queries while a reviewer validates, with optional human-in-the-loop approval for sensitive operations.

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 AutoGen 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 AutoGen via MCP

Follow these steps to integrate the Gravity Forms MCP Server with AutoGen.

Install AutoGen

Run pip install "autogen-ext[mcp]"

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Integrate into workflow

Use the agent in your AutoGen multi-agent orchestration

Explore tools

The workbench discovers 12 tools from Gravity Forms automatically

Why Use AutoGen with the Gravity Forms MCP Server

AutoGen provides unique advantages when paired with Gravity Forms through the Model Context Protocol.

Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use Gravity Forms tools to solve complex tasks

Role-based architecture lets you assign Gravity Forms tool access to specific agents. a data analyst queries while a reviewer validates

Human-in-the-loop support: agents can pause for human approval before executing sensitive Gravity Forms tool calls

Code execution sandbox: AutoGen agents can write and run code that processes Gravity Forms tool responses in an isolated environment

Gravity Forms + AutoGen Use Cases

Practical scenarios where AutoGen combined with the Gravity Forms MCP Server delivers measurable value.

Collaborative analysis: one agent queries Gravity Forms while another validates results and a third generates the final report

Automated review pipelines: a researcher agent fetches data from Gravity Forms, a critic agent evaluates quality, and a writer produces the output

Interactive planning: agents negotiate task allocation using Gravity Forms data to make informed decisions about resource distribution

Code generation with live data: an AutoGen coder agent writes scripts that process Gravity Forms responses in a sandboxed execution environment

Gravity Forms MCP Tools for AutoGen (12)

These 12 tools become available when you connect Gravity Forms to AutoGen 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 AutoGen

Ready-to-use prompts you can give your AutoGen 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 AutoGen

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

McpWorkbench not found

Install: pip install "autogen-ext[mcp]"

Gravity Forms + AutoGen FAQ

Common questions about integrating Gravity Forms MCP Server with AutoGen.

How does AutoGen connect to MCP servers?

Create an MCP tool adapter and assign it to one or more agents in the group chat. AutoGen agents can then call Gravity Forms tools during their conversation turns.

Can different agents have different MCP tool access?

Yes. AutoGen's role-based architecture lets you assign specific MCP tools to specific agents, so a querying agent has different capabilities than a reviewing agent.