How do I find my Jiandaoyun API Key?

Log in to Jiandaoyun, go to [Account Center] → [Account Settings] → [API Key], and generate your token there. Ensure your version supports API access.

Can I check the status of an approval process?

Yes. Using the `get_workflow_status` tool with the application, form, and record IDs, you can retrieve the current step and status of any active workflow/approval process.

How do I know which fields to use when creating a record?

Use the `get_form_schema` tool. it will return all the available widgets (fields) for that form, including their unique IDs which you need to use in the `data` parameter.

Jiandaoyun MCP Server for OpenAI Agents SDK 10 tools — connect in under 2 minutes

Name: Jiandaoyun
Availability: InStock
Author: Vinkius

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

Built by Vinkius GDPR 10 Tools SDK

The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Jiandaoyun through the 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="Jiandaoyun Assistant",
            instructions=(
                "You help users interact with Jiandaoyun. "
                "You have access to 10 tools."
            ),
            mcp_servers=[mcp_server],
        )

        result = await Runner.run(
            agent, "List all available tools from Jiandaoyun"
        )
        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 Jiandaoyun MCP Server

Empower your AI agent to orchestrate your data workflows with Jiandaoyun, the leading zero-code platform for enterprise applications. By connecting Jiandaoyun to your agent, you transform complex form management and data entry into a natural conversation. Your agent can instantly list your applications, retrieve form schemas, create or update records, and even check workflow statuses without you needing to navigate the web interface. Whether you are managing inventory, HR records, or customer data, your agent acts as a real-time data assistant, keeping your records accurate and your processes moving.

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

What you can do

Application Management — List all accessible applications and browse the forms within them.
Form Operations — Retrieve field schemas and manage data records (create, list, update, delete) with ease.
Workflow Tracking — Monitor the current status of workflows for specific form records.
Data Insights — Retrieve detailed record information for analysis and decision-making.
Team Coordination — Access the organization's address book to manage user-related data.

The Jiandaoyun 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.

How to Connect Jiandaoyun to OpenAI Agents SDK via MCP

Follow these steps to integrate the Jiandaoyun 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 10 tools from Jiandaoyun

Why Use OpenAI Agents SDK with the Jiandaoyun MCP Server

OpenAI Agents SDK provides unique advantages when paired with Jiandaoyun 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

Jiandaoyun + OpenAI Agents SDK Use Cases

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

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

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

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

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

Jiandaoyun MCP Tools for OpenAI Agents SDK (10)

These 10 tools become available when you connect Jiandaoyun to OpenAI Agents SDK via MCP:

create_record

Create a new form record

delete_record

Delete a form record

get_form_schema

Get form field schema

get_record_details

Get record details

get_workflow_status

Get record workflow status

list_address_book

List organization users

list_apps

List all Jiandaoyun applications

list_data

List records in a form

list_forms

List forms in an application

update_record

Update an existing form record

Example Prompts for Jiandaoyun in OpenAI Agents SDK

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

"List all forms in the 'Sales Pipeline' application."

"Show me the last 5 records from the 'Inventory' form."

"What is the workflow status for record ID 'rec-12345' in the 'Expense Reimbursement' form?"

Troubleshooting Jiandaoyun MCP Server with OpenAI Agents SDK

Common issues when connecting Jiandaoyun 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.

Jiandaoyun + OpenAI Agents SDK FAQ

Common questions about integrating Jiandaoyun 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.