OpenPanel MCP Server for OpenAI Agents SDKGive OpenAI Agents SDK instant access to 4 tools to Decrement Property, Identify User, Increment Property, and more
The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect OpenPanel through Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails. no manual schema definitions required.
Ask AI about this MCP Server for OpenAI Agents SDK
The OpenPanel MCP Server for OpenAI Agents SDK is a standout in the Marketing Automation category — giving your AI agent 4 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="OpenPanel Assistant",
instructions=(
"You help users interact with OpenPanel. "
"You have access to 4 tools."
),
mcp_servers=[mcp_server],
)
result = await Runner.run(
agent, "List all available tools from OpenPanel"
)
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 OpenPanel MCP Server
Connect your OpenPanel account to any AI agent and manage your product analytics and user profiles through natural conversation.
The OpenAI Agents SDK auto-discovers all 4 tools from OpenPanel through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries OpenPanel, another analyzes results, and a third generates reports, all orchestrated through Vinkius.
What you can do
- Event Tracking — Record user actions and events with custom properties to understand application usage.
- User Identification — Link events to specific individuals and maintain consistent user profiles across sessions.
- Property Management — Dynamically increment or decrement numeric properties on user profiles (e.g., credits, points, or login counts).
- Profile Enrichment — Set traits and custom metadata on user profiles to segment your audience effectively.
The OpenPanel MCP Server exposes 4 tools through the Vinkius. Connect it to OpenAI Agents SDK in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
All 4 OpenPanel tools available for OpenAI Agents SDK
When OpenAI Agents SDK connects to OpenPanel through Vinkius, your AI agent gets direct access to every tool listed below — spanning event-tracking, user-profiles, product-analytics, and more. Every call runs in a secure, isolated environment with full audit visibility. Beyond a simple connection, you get real-time monitoring of agent activity, enterprise governance, and optimized token usage.
Decrement property on OpenPanel
Decrement a numeric property on a user profile
Identify user on OpenPanel
Identify a user in OpenPanel
Increment property on OpenPanel
Increment a numeric property on a user profile
Track event on OpenPanel
Track an event in OpenPanel
Connect OpenPanel to OpenAI Agents SDK via MCP
Follow these steps to wire OpenPanel into OpenAI Agents SDK. The entire setup takes under two minutes — your credentials stay safe behind 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 OpenPanel MCP Server
OpenAI Agents SDK provides unique advantages when paired with OpenPanel 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
OpenPanel + OpenAI Agents SDK Use Cases
Practical scenarios where OpenAI Agents SDK combined with the OpenPanel MCP Server delivers measurable value.
Automated workflows: build agents that query OpenPanel, process the data, and trigger follow-up actions autonomously
Multi-agent orchestration: create specialist agents. one queries OpenPanel, another analyzes results, a third generates reports
Data enrichment pipelines: stream data through OpenPanel tools and transform it with OpenAI models in a single async loop
Customer support bots: agents query OpenPanel to resolve tickets, look up records, and update statuses without human intervention
Example Prompts for OpenPanel in OpenAI Agents SDK
Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with OpenPanel immediately.
"Track a 'Sign Up' event for user 'user_99' with property 'source' as 'web'."
"Identify user 'alex_123' and set their email to 'alex@example.com'."
"Increment the 'credits' property by 50 for profile 'pro_user_01'."
Troubleshooting OpenPanel MCP Server with OpenAI Agents SDK
Common issues when connecting OpenPanel to OpenAI Agents SDK through Vinkius, and how to resolve them.
MCPServerStreamableHttp not found
pip install --upgrade openai-agentsAgent not calling tools
OpenPanel + OpenAI Agents SDK FAQ
Common questions about integrating OpenPanel 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.Does the SDK support streaming responses?
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