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Jotform MCP Server for OpenAI Agents SDKGive OpenAI Agents SDK instant access to 10 tools to Get Api Usage, Get Form Details, Get Form Questions, and more

Built by Vinkius GDPR 10 Tools SDK

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

Ask AI about this App Connector for OpenAI Agents SDK

The Jotform app connector for OpenAI Agents SDK is a standout in the Productivity category — giving your AI agent 10 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="Jotform Assistant",
            instructions=(
                "You help users interact with Jotform. "
                "You have access to 10 tools."
            ),
            mcp_servers=[mcp_server],
        )

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

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

Connect your Jotform account to any AI agent and manage forms and submissions through natural conversation.

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

What you can do

  • Form Browsing — List all forms with submission counts and status
  • Submission Management — Read form responses, filter by date, and inspect individual entries
  • Form Properties — Inspect form fields, settings, and configuration
  • Report Access — View form reports and analytics dashboards
  • User Management — Access account details and usage statistics
  • Folder Organization — Browse form folders for organized management

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

When OpenAI Agents SDK connects to Jotform through Vinkius, your AI agent gets direct access to every tool listed below — spanning form-builder, data-collection, submission-management, 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.

get_api_usage

Check API and plan usage

get_form_details

Get metadata for a specific form

get_form_questions

Get questions defined in a form

get_submission_details

Get full data for a single submission

list_account_history

List recent account activities

list_all_submissions

List recent submissions across all forms

list_form_folders

List your organizational folders

list_form_reports

List generated reports

list_forms

List all forms in your account

list_submissions_for_form

List responses for a specific form

Connect Jotform to OpenAI Agents SDK via MCP

Follow these steps to wire Jotform 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 10 tools from Jotform

Why Use OpenAI Agents SDK with the Jotform MCP Server

OpenAI Agents SDK provides unique advantages when paired with Jotform 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

Jotform + OpenAI Agents SDK Use Cases

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

01

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

02

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

03

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

04

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

Example Prompts for Jotform in OpenAI Agents SDK

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

01

"Show all forms with submission counts and the latest responses from the contact form."

02

"Show the analytics report for the Event Registration form and account usage."

03

"Inspect the fields of the Job Application form and list submissions from this week."

Troubleshooting Jotform MCP Server with OpenAI Agents SDK

Common issues when connecting Jotform 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.

Jotform + OpenAI Agents SDK FAQ

Common questions about integrating Jotform 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.