Hullo MCP Server for OpenAI Agents SDKGive OpenAI Agents SDK instant access to 6 tools to Create Member, Get Conversation, Get Member, and more
The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Hullo 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 Hullo app connector for OpenAI Agents SDK is a standout in the Productivity category — giving your AI agent 6 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
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="Hullo Assistant",
instructions=(
"You help users interact with Hullo. "
"You have access to 6 tools."
),
mcp_servers=[mcp_server],
)
result = await Runner.run(
agent, "List all available tools from Hullo"
)
print(result.final_output)
asyncio.run(main())
* 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 Hullo MCP Server
Connect your Hullo account to any AI agent and manage member communications through natural conversation.
The OpenAI Agents SDK auto-discovers all 6 tools from Hullo through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Hullo, another analyzes results, and a third generates reports, all orchestrated through Vinkius.
What you can do
- Member Management — List all members, create new member profiles with contact details, and inspect individual member records
- Direct Messaging — Send messages to members with customizable content and message types
- Conversation Tracking — Browse all conversations and inspect individual threads with full message history
The Hullo MCP Server exposes 6 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 6 Hullo tools available for OpenAI Agents SDK
When OpenAI Agents SDK connects to Hullo through Vinkius, your AI agent gets direct access to every tool listed below — spanning member-engagement, community-management, direct-messaging, 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.
Pass member data as a JSON string. Create a new member
Get conversation details
Get member details
List all conversations
List all members
Pass message data as a JSON string. Send a message to a member
Connect Hullo to OpenAI Agents SDK via MCP
Follow these steps to wire Hullo into OpenAI Agents SDK. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.
Install the SDK
pip install openai-agents in your Python environmentReplace the token
[YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.comRun the script
python agent.pyExplore tools
Why Use OpenAI Agents SDK with the Hullo MCP Server
OpenAI Agents SDK provides unique advantages when paired with Hullo 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
Hullo + OpenAI Agents SDK Use Cases
Practical scenarios where OpenAI Agents SDK combined with the Hullo MCP Server delivers measurable value.
Automated workflows: build agents that query Hullo, process the data, and trigger follow-up actions autonomously
Multi-agent orchestration: create specialist agents. one queries Hullo, another analyzes results, a third generates reports
Data enrichment pipelines: stream data through Hullo tools and transform it with OpenAI models in a single async loop
Customer support bots: agents query Hullo to resolve tickets, look up records, and update statuses without human intervention
Example Prompts for Hullo in OpenAI Agents SDK
Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with Hullo immediately.
"Show all members and send a welcome message to the newest one."
"Show all active conversations and the full thread for the latest one."
"Create a new member for 'Carlos Mendes' and send him a welcome message."
Troubleshooting Hullo MCP Server with OpenAI Agents SDK
Common issues when connecting Hullo to OpenAI Agents SDK through the Vinkius, and how to resolve them.
MCPServerStreamableHttp not found
pip install --upgrade openai-agentsAgent not calling tools
Hullo + OpenAI Agents SDK FAQ
Common questions about integrating Hullo MCP Server with OpenAI Agents SDK.
How does the OpenAI Agents SDK connect to MCP?
MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.Can I use multiple MCP servers in one agent?
MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.