Can my AI automatically find 'Limited' items that are currently for sale?

Yes! Use the `get_limited_resale_data` tool. Your agent will filter the official Roblox catalog to return only rare Limited and Limited U assets, including their current resale prices and availability.

How do I check the contents of a specific avatar bundle?

Simply provide the Bundle ID to the agent and ask for details. It will run the `get_avatar_bundle_details` action to retrieve the full list of constituent items, price, and descriptive metadata for that bundle.

Is it possible to estimate the total Robux value of a user's public inventory?

Absolutely. By using the `get_user_catalog_inventory` tool, the agent retrieves the list of items. It can then run the `get_limited_resale_data` tool to provide a summed estimation of the collection's market worth.

Roblox Avatar & Catalog Intelligence MCP Server for OpenAI Agents SDK 8 tools — connect in under 2 minutes

Name: Roblox Avatar & Catalog Intelligence
Availability: InStock
Author: Vinkius

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

Built by Vinkius GDPR 8 Tools SDK

The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Roblox Avatar & Catalog Intelligence through 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="Roblox Avatar & Catalog Intelligence Assistant",
            instructions=(
                "You help users interact with Roblox Avatar & Catalog Intelligence. "
                "You have access to 8 tools."
            ),
            mcp_servers=[mcp_server],
        )

        result = await Runner.run(
            agent, "List all available tools from Roblox Avatar & Catalog Intelligence"
        )
        print(result.final_output)

asyncio.run(main())

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* 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 Roblox Avatar & Catalog Intelligence MCP Server

Equip your AI agent with deep intelligence for the Roblox Avatar Shop and virtual economy. This advanced MCP server provides direct access to the official Roblox Catalog, allowing your agent to instantly search for thousands of assets, audit item prices in Robux, retrieve detailed bundle metadata, and analyze user inventories. Whether you are a trader tracking rare Limited items or a creator auditing the marketplace, your agent acts as a professional virtual asset broker through natural conversation.

The OpenAI Agents SDK auto-discovers all 8 tools from Roblox Avatar & Catalog Intelligence through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Roblox Avatar & Catalog Intelligence, another analyzes results, and a third generates reports, all orchestrated through Vinkius.

What you can do

Marketplace Auditing — Search the entire Avatar Shop for clothing, accessories, and gear matching specific keywords.
Asset Intelligence — Retrieve granular technical metadata for items and bundles including price, stock, and creator info.
Rarity Tracking — List Limited and Limited U items to monitor the most exclusive assets in the Roblox ecosystem.
Inventory Analysis — Fetch public inventory data for any user to identify owned assets and total collection value.

The Roblox Avatar & Catalog Intelligence MCP Server exposes 8 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 Roblox Avatar & Catalog Intelligence to OpenAI Agents SDK via MCP

Follow these steps to integrate the Roblox Avatar & Catalog Intelligence 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 8 tools from Roblox Avatar & Catalog Intelligence

Why Use OpenAI Agents SDK with the Roblox Avatar & Catalog Intelligence MCP Server

OpenAI Agents SDK provides unique advantages when paired with Roblox Avatar & Catalog Intelligence 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

Roblox Avatar & Catalog Intelligence + OpenAI Agents SDK Use Cases

Practical scenarios where OpenAI Agents SDK combined with the Roblox Avatar & Catalog Intelligence MCP Server delivers measurable value.

Automated workflows: build agents that query Roblox Avatar & Catalog Intelligence, process the data, and trigger follow-up actions autonomously

Multi-agent orchestration: create specialist agents. one queries Roblox Avatar & Catalog Intelligence, another analyzes results, a third generates reports

Data enrichment pipelines: stream data through Roblox Avatar & Catalog Intelligence tools and transform it with OpenAI models in a single async loop

Customer support bots: agents query Roblox Avatar & Catalog Intelligence to resolve tickets, look up records, and update statuses without human intervention

Roblox Avatar & Catalog Intelligence MCP Tools for OpenAI Agents SDK (8)

These 8 tools become available when you connect Roblox Avatar & Catalog Intelligence to OpenAI Agents SDK via MCP:

get_asset_thumbnails

Get high-resolution thumbnails for one or more assets

get_avatar_bundle_details

Get details for a specific avatar bundle

get_bundle_recommendations

Get recommended bundles similar to a given one

get_catalog_item_details

Get full metadata for an asset by ID

get_limited_resale_data

Get resale price history for a Limited item

get_limited_resellers

List current resellers for a Limited item

get_user_catalog_inventory

Asset types: Hat, Gear, Face, Package, HairAccessory, etc. Browse the public inventory of a Roblox user

search_avatar_catalog

Supports category and sort filters. Search for items in the Roblox Avatar Shop

Example Prompts for Roblox Avatar & Catalog Intelligence in OpenAI Agents SDK

Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with Roblox Avatar & Catalog Intelligence immediately.

"Search for 'Valkyrie' hats in the catalog and show the cheapest active listing."

"What items are included in the 'Korblox Deathspeaker' bundle?"

"Audit the inventory of user ID '7654321' and list their 5 most expensive items."

Troubleshooting Roblox Avatar & Catalog Intelligence MCP Server with OpenAI Agents SDK

Common issues when connecting Roblox Avatar & Catalog Intelligence 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.

Roblox Avatar & Catalog Intelligence + OpenAI Agents SDK FAQ

Common questions about integrating Roblox Avatar & Catalog Intelligence 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.