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 AutoGen 8 tools — connect in under 2 minutes

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

microsoft.github.io/autogen/docs/tools/mcp-tools

Built by Vinkius GDPR 8 Tools Framework

Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add Roblox Avatar & Catalog Intelligence as an MCP tool provider through Vinkius and every agent in the group can access live data and take action.

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 autogen_agentchat.agents import AssistantAgent
from autogen_ext.tools.mcp import McpWorkbench

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    async with McpWorkbench(
        server_params={"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"},
        transport="streamable_http",
    ) as workbench:
        tools = await workbench.list_tools()
        agent = AssistantAgent(
            name="roblox_avatar_catalog_intelligence_agent",
            tools=tools,
            system_message=(
                "You help users with Roblox Avatar & Catalog Intelligence. "
                "8 tools available."
            ),
        )
        print(f"Agent ready with {len(tools)} tools")

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.

AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Roblox Avatar & Catalog Intelligence tools. Connect 8 tools through Vinkius and assign role-based access. a data analyst queries while a reviewer validates, with optional human-in-the-loop approval for sensitive operations.

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 AutoGen 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 AutoGen via MCP

Follow these steps to integrate the Roblox Avatar & Catalog Intelligence MCP Server with AutoGen.

Install AutoGen

Run pip install "autogen-ext[mcp]"

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Integrate into workflow

Use the agent in your AutoGen multi-agent orchestration

Explore tools

The workbench discovers 8 tools from Roblox Avatar & Catalog Intelligence automatically

Why Use AutoGen with the Roblox Avatar & Catalog Intelligence MCP Server

AutoGen provides unique advantages when paired with Roblox Avatar & Catalog Intelligence through the Model Context Protocol.

Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use Roblox Avatar & Catalog Intelligence tools to solve complex tasks

Role-based architecture lets you assign Roblox Avatar & Catalog Intelligence tool access to specific agents. a data analyst queries while a reviewer validates

Human-in-the-loop support: agents can pause for human approval before executing sensitive Roblox Avatar & Catalog Intelligence tool calls

Code execution sandbox: AutoGen agents can write and run code that processes Roblox Avatar & Catalog Intelligence tool responses in an isolated environment

Roblox Avatar & Catalog Intelligence + AutoGen Use Cases

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

Collaborative analysis: one agent queries Roblox Avatar & Catalog Intelligence while another validates results and a third generates the final report

Automated review pipelines: a researcher agent fetches data from Roblox Avatar & Catalog Intelligence, a critic agent evaluates quality, and a writer produces the output

Interactive planning: agents negotiate task allocation using Roblox Avatar & Catalog Intelligence data to make informed decisions about resource distribution

Code generation with live data: an AutoGen coder agent writes scripts that process Roblox Avatar & Catalog Intelligence responses in a sandboxed execution environment

Roblox Avatar & Catalog Intelligence MCP Tools for AutoGen (8)

These 8 tools become available when you connect Roblox Avatar & Catalog Intelligence to AutoGen 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 AutoGen

Ready-to-use prompts you can give your AutoGen 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 AutoGen

Common issues when connecting Roblox Avatar & Catalog Intelligence to AutoGen through the Vinkius, and how to resolve them.

McpWorkbench not found

Install: pip install "autogen-ext[mcp]"

Roblox Avatar & Catalog Intelligence + AutoGen FAQ

Common questions about integrating Roblox Avatar & Catalog Intelligence MCP Server with AutoGen.

How does AutoGen connect to MCP servers?

Create an MCP tool adapter and assign it to one or more agents in the group chat. AutoGen agents can then call Roblox Avatar & Catalog Intelligence tools during their conversation turns.

Can different agents have different MCP tool access?

Yes. AutoGen's role-based architecture lets you assign specific MCP tools to specific agents, so a querying agent has different capabilities than a reviewing agent.