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Focus Admin MCP Server for LangChain 10 tools — connect in under 2 minutes

Built by Vinkius GDPR 10 Tools Framework

LangChain is the leading Python framework for composable LLM applications. Connect Focus Admin through Vinkius and LangChain agents can call every tool natively. combine them with retrievers, memory, and output parsers for sophisticated AI pipelines.

Vinkius supports streamable HTTP and SSE.

python
import asyncio
from langchain_mcp_adapters.client import MultiServerMCPClient
from langchain_openai import ChatOpenAI
from langgraph.prebuilt import create_react_agent

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    async with MultiServerMCPClient({
        "focus-admin": {
            "transport": "streamable_http",
            "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
        }
    }) as client:
        tools = client.get_tools()
        agent = create_react_agent(
            ChatOpenAI(model="gpt-4o"),
            tools,
        )
        response = await agent.ainvoke({
            "messages": [{
                "role": "user",
                "content": "Using Focus Admin, show me what tools are available.",
            }]
        })
        print(response["messages"][-1].content)

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.

LangChain's ecosystem of 500+ components combines seamlessly with Focus Admin through native MCP adapters. Connect 10 tools via Vinkius and use ReAct agents, Plan-and-Execute strategies, or custom agent architectures. with LangSmith tracing giving full visibility into every tool call, latency, and token cost.

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 LangChain 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 LangChain via MCP

Follow these steps to integrate the Focus Admin MCP Server with LangChain.

01

Install dependencies

Run pip install langchain langchain-mcp-adapters langgraph langchain-openai

02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

03

Run the agent

Save the code and run python agent.py

04

Explore tools

The agent discovers 10 tools from Focus Admin via MCP

Why Use LangChain with the Focus Admin MCP Server

LangChain provides unique advantages when paired with Focus Admin through the Model Context Protocol.

01

The largest ecosystem of integrations, chains, and agents. combine Focus Admin MCP tools with 500+ LangChain components

02

Agent architecture supports ReAct, Plan-and-Execute, and custom strategies with full MCP tool access at every step

03

LangSmith tracing gives you complete visibility into tool calls, latencies, and token usage for production debugging

04

Memory and conversation persistence let agents maintain context across Focus Admin queries for multi-turn workflows

Focus Admin + LangChain Use Cases

Practical scenarios where LangChain combined with the Focus Admin MCP Server delivers measurable value.

01

RAG with live data: combine Focus Admin tool results with vector store retrievals for answers grounded in both real-time and historical data

02

Autonomous research agents: LangChain agents query Focus Admin, synthesize findings, and generate comprehensive research reports

03

Multi-tool orchestration: chain Focus Admin tools with web scrapers, databases, and calculators in a single agent run

04

Production monitoring: use LangSmith to trace every Focus Admin tool call, measure latency, and optimize your agent's performance

Focus Admin MCP Tools for LangChain (10)

These 10 tools become available when you connect Focus Admin to LangChain 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 LangChain

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

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

01

MultiServerMCPClient not found

Install: pip install langchain-mcp-adapters

Focus Admin + LangChain FAQ

Common questions about integrating Focus Admin MCP Server with LangChain.

01

How does LangChain connect to MCP servers?

Use langchain-mcp-adapters to create an MCP client. LangChain discovers all tools and wraps them as native LangChain tools compatible with any agent type.
02

Which LangChain agent types work with MCP?

All agent types including ReAct, OpenAI Functions, and custom agents work with MCP tools. The tools appear as standard LangChain tools after the adapter wraps them.
03

Can I trace MCP tool calls in LangSmith?

Yes. All MCP tool invocations appear as traced steps in LangSmith, showing input parameters, response payloads, latency, and token usage.

Connect Focus Admin to LangChain

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