Focus Admin MCP Server for OpenAI Agents SDK 10 tools — connect in under 2 minutes
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.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
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())
* 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.
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 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.
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
Focus Admin + OpenAI Agents SDK Use Cases
Practical scenarios where OpenAI Agents SDK combined with the Focus Admin MCP Server delivers measurable value.
Automated workflows: build agents that query Focus Admin, process the data, and trigger follow-up actions autonomously
Multi-agent orchestration: create specialist agents. one queries Focus Admin, another analyzes results, a third generates reports
Data enrichment pipelines: stream data through Focus Admin tools and transform it with OpenAI models in a single async loop
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:
cancel_cc_e
Cancel a previously sent CC-e
distribute_dfe
Distribute DF-e documents (consult NSU)
download_event_xml
Download XML for a specific NF-e event
download_nfe_danfe
Download NF-e DANFE PDF
download_nfe_xml
Download NF-e XML document
inutilize_numbering
Inutilize a range of NF-e numbering
list_nfe_by_period
List NF-e documents by period
list_nfse_emitted
List NFS-e emitted by the company
list_nfse_received
List NFS-e received (tomadas) by the company
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.
"Send a CC-e for NF-e REF-001 correcting the buyer's phone number."
"Inutilize NF-e numbering from 1000 to 1050 for series 1, model 55, year 2026."
"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.
MCPServerStreamableHttp not found
pip install --upgrade openai-agentsAgent not calling tools
Focus Admin + OpenAI Agents SDK FAQ
Common questions about integrating Focus Admin MCP Server with OpenAI Agents SDK.
How does the OpenAI Agents SDK connect to MCP?
MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.Can I use multiple MCP servers in one agent?
MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.Does the SDK support streaming responses?
Connect Focus Admin with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
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.
