How to Use the Nubarium MCP in AutoGen

Q: How does the Nubarium MCP Server prevent API rate-limit exhaustion in AutoGen?

Your monitoring agent can call getapiusage to inspect current consumption. If the usage is too high, the agent can signal the group chat to pause verification tasks.

Let AutoGen agents debate and verify Mexican corporate records and tax identities with consensus-driven accuracy.

See Vinkius in Action

Works with every AI agent you already use

…and any MCP-compatible client

MCP Servers - Free for Subscribers

Connect Nubarium MCP to AutoGen

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

GDPR Free for Subscribers

Setup Nubarium with AutoGen

Ask AI about this MCP

ChatGPT

Claude

Perplexity

Consensus-Driven RFC Verification in AutoGen

`validate_mex_rfc` provides the raw tax registration data that your AutoGen agents analyze and debate during onboarding. A compliance agent can challenge the validity of an RFC, while a database agent checks if the record already exists in your internal tables. This multi-agent conversation ensures that no business gets approved without a consensus. The agents cross-reference the tax ID status and only proceed when all parties agree the corporate entity is active and legitimate.

Multi-Agent Audits of Legal Representatives

`validate_mex_legal_representative` is called by your AutoGen auditing agent to verify if a signer has the legal authority to act for a company. A separate security agent reviews this output, comparing the CURP and RFC association against fraud patterns before signing off. By separating the retrieval and verification roles among different agents, AutoGen minimizes compliance risks. The agents coordinate their checks, ensuring that legal power is fully vetted before triggering contract generation.

Collaborative Corporate Investigations

`search_mex_companies` initiates a multi-agent investigation when your team needs to vet a new supplier in Mexico. One agent searches for the company name, another calls `get_mex_company_details` to pull the full registration, and a third agent tracks API usage. This distributed workflow prevents any single agent from bottlenecking your system. The agents communicate in a structured loop, compiling a final verification report that includes company status, legal reps, and API costs.

Setup guide

Set up Nubarium MCP in AutoGen

Prerequisites

Python 3.10+ installed
autogen-ext[mcp] package
Active Vinkius subscription with a valid endpoint token

1

Install AutoGen with MCP
Run pip install "autogen-ext[mcp]" autogen-agentchat. The MCP extension includes mcp_server_tools for stateless tool access.
2

Fetch tools from the MCP
Call mcp_server_tools(SseServerParams(url=...)) with your Vinkius endpoint. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com.
3

Run your agent
Pass the tools to AssistantAgent and call agent.run(). The agent invokes Nubarium tools and returns structured results.

agent.py

from autogen_ext.tools.mcp import SseServerParams, mcp_server_tools
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.models.openai import OpenAIChatCompletionClient

server_params = SseServerParams(
    url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
)

tools = await mcp_server_tools(server_params)

agent = AssistantAgent(
    name="Nubarium_assistant",
    model_client=OpenAIChatCompletionClient(model="gpt-4o"),
    tools=tools,
)

result = await agent.run("List recent Nubarium data")
print(result.messages[-1].content)

Get your connection token →

Prerequisites

Python 3.10+ installed
autogen-ext[mcp] + autogen-agentchat
Active Vinkius subscription with a valid endpoint token

1

Install dependencies
Same packages as above. McpWorkbench is ideal when your agent needs stateful sessions across multiple tool calls.
2

Use McpWorkbench as context manager
Wrap your agent in async with McpWorkbench(...) to maintain shared state and resources. The workbench manages the full MCP session lifecycle.
3

Run with workbench
Pass workbench=workbench to your agent. State is preserved across multiple tool calls within the same session.

agent.py

from autogen_ext.tools.mcp import McpWorkbench, SseServerParams
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.models.openai import OpenAIChatCompletionClient

server_params = SseServerParams(
    url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
)

async with McpWorkbench(server_params) as workbench:
    agent = AssistantAgent(
        name="Nubarium_assistant",
        model_client=OpenAIChatCompletionClient(model="gpt-4o"),
        workbench=workbench,
    )

    result = await agent.run("List recent Nubarium data")
    print(result.messages[-1].content)

Get your connection token →

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Nubarium. 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

Vinkius connects your tools to AI with real-time monitoring and automatic cost savings — all from one dashboard.

Connect Nubarium now

Real-time monitoring

Live

visibility into every interaction

Connect your favorite tools to your AI and see exactly what's happening — every request, every response, in real time.

Built-in savings

60%

lower AI costs

Vinkius compresses data between your apps and your AI automatically. Lower bills every month — no configuration required.

Single dashboard

One

place for every integration

Every tool your AI connects to, managed from a single screen. One account, complete control.

Common questions about Nubarium MCP in AutoGen

You assign the MCP tools to a specific worker agent within your AutoGen group chat. This agent executes the queries, such as `validate_mex_rfc`, and shares the raw JSON output with the rest of the group for debate.

Yes, you can register the tools exclusively with your compliance agent. Other agents in the AutoGen group must request this specific agent to run the identity checks on their behalf.

Your monitoring agent can call `get_api_usage` to inspect current consumption. If the usage is too high, the agent can signal the group chat to pause verification tasks.

AutoGen connects via the Streamable HTTP transport provided by Vinkius. This allows your multi-agent system to call the Mexican identity tools over a secure MCP connection.

All CURP, RFC, and corporate registry lookups run within isolated, ephemeral V8 sandboxes. Vinkius secures this data in transit, ensuring that no identity details are cached or exposed to other agents or external systems.

Use it with your favorite AI tools

Connect this server to Cursor, Claude, VS Code, and more.

OpenAI Agents SDK sdk-python

Google ADK sdk-python

Pydantic AI sdk-python

Vercel AI SDK sdk-typescript