How to Use the Appfigures MCP in OpenAI Agents SDK

Build production app store agents. Connect Appfigures to OpenAI Agents SDK to track revenue, downloads, and app rankings automatically.

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Connect Appfigures MCP to OpenAI Agents SDK

Create your Vinkius account to connect Appfigures to OpenAI Agents SDK and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

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Setup Appfigures with OpenAI Agents SDK

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Revenue & Sales Tracking

Your agent needs raw financial data to make decisions. Passing this MCP Server to your OpenAI setup gives it direct access to proceeds, returns, and daily downloads. You configure handoffs so a specialized finance agent pulls the metrics using `get_revenue_report` and `get_sales_report`. Built-in guardrails ensure the system only reads data instead of trying to mutate your store configuration.

App Ranking Intelligence

Tracking keyword movement manually wastes time. This integration lets your agents pull daily category positions and store features across iOS and Android. An analysis agent triggers `get_ranks` to spot sudden drops in visibility. If the app gets highlighted by Apple or Google, `list_featured` catches it and the agent logs the event right in your tracing dashboard.

OpenAI Agents SDK Review Triage

Reading user complaints is a perfect job for an LLM. Your agent calls `list_my_products` to find your portfolio, then grabs the latest store feedback. Using `list_reviews`, the system categorizes bug reports and feature requests. You get full visibility into these tool calls through the OpenAI tracing interface, proving exactly which reviews the agent processed.

Setup guide

Set up Appfigures MCP in OpenAI Agents SDK

Prerequisites

Python 3.10+ installed
openai-agents package (pip install openai-agents)
Active Vinkius subscription with a valid endpoint token

1

Install the SDK

Run pip install openai-agents to install the OpenAI Agents SDK. The MCP integration is built-in — no extra dependencies needed.
2

Connect via SSE transport

Use MCPServerSse with your Vinkius endpoint URL. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com. The SDK auto-discovers all Appfigures tools at runtime.
3

Create your Agent

Pass the MCP to Agent(mcp_servers=[server]). The agent receives Appfigures tools as native definitions — JSON schemas resolve automatically.
4

Run the agent

Call Runner.run(agent, prompt) to execute. The agent invokes the appropriate Appfigures tools and returns structured results. Copy the full example on the right to get started.

agent.py

import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerSse

async def main():
    async with MCPServerSse(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    ) as server:
        agent = Agent(
            name="Appfigures Agent",
            instructions="You have access to Appfigures tools.",
            mcp_servers=[server],
        )
        result = await Runner.run(agent, "List recent transactions")
        print(result.final_output)

asyncio.run(main())

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Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Appfigures. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

Why Choose Vinkius

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Common questions about Appfigures MCP in OpenAI Agents SDK

Install the openai-agents package. Create an MCPServerStreamableHttp instance pointing to your Vinkius endpoint, then pass it via the mcp_servers array to your Agent constructor.

Yes. The SDK auto-discovers every operation from the server. Set cacheToolsList=True to speed up initialization when querying daily sales.

Use OpenAI's built-in guardrails. You define strict instructions limiting the agent to specific tools like get_sales_report while blocking access to sensitive user info.

This MCP Server works perfectly with the async context manager in the SDK. That keeps your application responsive while fetching massive subscription reports.

Vinkius runs this MCP Server in an ephemeral V8 Isolate Sandbox. Your daily downloads, active subscriptions, and proceeds pass directly to your agent via a zero-trust connection without resting on our disks.

Use it with your favorite AI tools

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