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Focus Admin MCP Server for OpenAI Agents SDK 10 tools — connect in under 2 minutes

Built by Vinkius GDPR 10 Tools SDK

The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Focus Admin through Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails. no manual schema definitions required.

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="Focus Admin Assistant",
            instructions=(
                "You help users interact with Focus Admin. "
                "You have access to 10 tools."
            ),
            mcp_servers=[mcp_server],
        )

        result = await Runner.run(
            agent, "List all available tools from Focus Admin"
        )
        print(result.final_output)

asyncio.run(main())
Focus Admin
Fully ManagedVinkius Servers
60%Token savings
High SecurityEnterprise-grade
IAMAccess control
EU AI ActCompliant
DLPData protection
V8 IsolateSandboxed
Ed25519Audit chain
<40msKill switch
Stream every event to Splunk, Datadog, or your own webhook in real-time

* 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 Focus Admin MCP Server

Connect Focus Admin to any AI agent and access advanced fiscal management tools — send Correction Letters (CC-e), inutilize NF-e numbering, distribute DF-e documents, download XMLs and DANFEs, and list all invoices by period through natural conversation.

The OpenAI Agents SDK auto-discovers all 10 tools from Focus Admin through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Focus Admin, another analyzes results, and a third generates reports, all orchestrated through Vinkius.

What you can do

  • Send CC-e — Issue Correction Letters for authorized NF-e with minor errors
  • Cancel CC-e — Cancel previously sent Correction Letters
  • Inutilize Numbering — Mark damaged or lost NF-e numbering ranges as unused
  • Download XML & DANFE — Retrieve authorized NF-e XML documents and DANFE PDFs
  • Distribute DF-e — Query available DF-e documents for your CNPJ by NSU
  • List by Period — Retrieve all NF-e or NFS-e issued or received within a date range
  • Download Event XML — Get XML for specific NF-e events (manifestations, CC-e, etc.)

The Focus Admin MCP Server exposes 10 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 Focus Admin to OpenAI Agents SDK via MCP

Follow these steps to integrate the Focus Admin MCP Server with OpenAI Agents SDK.

01

Install the SDK

Run pip install openai-agents in your Python environment

02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com

03

Run the script

Save the code above and run it: python agent.py

04

Explore tools

The agent will automatically discover 10 tools from Focus Admin

Why Use OpenAI Agents SDK with the Focus Admin MCP Server

OpenAI Agents SDK provides unique advantages when paired with Focus Admin through the Model Context Protocol.

01

Native MCP integration via `MCPServerSse`, pass the URL and the SDK auto-discovers all tools with full type safety

02

Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure

03

Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate

04

First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output

Focus Admin + OpenAI Agents SDK Use Cases

Practical scenarios where OpenAI Agents SDK combined with the Focus Admin MCP Server delivers measurable value.

01

Automated workflows: build agents that query Focus Admin, process the data, and trigger follow-up actions autonomously

02

Multi-agent orchestration: create specialist agents. one queries Focus Admin, another analyzes results, a third generates reports

03

Data enrichment pipelines: stream data through Focus Admin tools and transform it with OpenAI models in a single async loop

04

Customer support bots: agents query Focus Admin to resolve tickets, look up records, and update statuses without human intervention

Focus Admin MCP Tools for OpenAI Agents SDK (10)

These 10 tools become available when you connect Focus Admin to OpenAI Agents SDK via MCP:

01

cancel_cc_e

Cancel a previously sent CC-e

02

distribute_dfe

Distribute DF-e documents (consult NSU)

03

download_event_xml

Download XML for a specific NF-e event

04

download_nfe_danfe

Download NF-e DANFE PDF

05

download_nfe_xml

Download NF-e XML document

06

inutilize_numbering

Inutilize a range of NF-e numbering

07

list_nfe_by_period

List NF-e documents by period

08

list_nfse_emitted

List NFS-e emitted by the company

09

list_nfse_received

List NFS-e received (tomadas) by the company

10

send_cc_e

Send a Correction Letter (CC-e) for NF-e

Example Prompts for Focus Admin in OpenAI Agents SDK

Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with Focus Admin immediately.

01

"Send a CC-e for NF-e REF-001 correcting the buyer's phone number."

02

"Inutilize NF-e numbering from 1000 to 1050 for series 1, model 55, year 2026."

03

"List all NF-e issued by CNPJ 12.345.678/0001-00 from 2026-03-01 to 2026-03-31."

Troubleshooting Focus Admin MCP Server with OpenAI Agents SDK

Common issues when connecting Focus Admin to OpenAI Agents SDK through the Vinkius, and how to resolve them.

01

MCPServerStreamableHttp not found

Ensure you have the latest version: pip install --upgrade openai-agents
02

Agent not calling tools

Make sure your prompt explicitly references the task the tools can help with.

Focus Admin + OpenAI Agents SDK FAQ

Common questions about integrating Focus Admin MCP Server with OpenAI Agents SDK.

01

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.
02

Can I use multiple MCP servers in one agent?

Yes. Pass a list of MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.
03

Does the SDK support streaming responses?

Yes. The SDK supports SSE and Streamable HTTP transports, both of which work natively with Vinkius.

Connect Focus Admin to OpenAI Agents SDK

Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.