IBGE Localidades — Cidades do Brasil MCP Server for LlamaIndex 5 tools — connect in under 2 minutes
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add IBGE Localidades — Cidades do Brasil as an MCP tool provider through Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.
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Vinkius supports streamable HTTP and SSE.
import asyncio
from llama_index.tools.mcp import BasicMCPClient, McpToolSpec
from llama_index.core.agent.workflow import FunctionAgent
from llama_index.llms.openai import OpenAI
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
mcp_client = BasicMCPClient("https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")
mcp_tool_spec = McpToolSpec(client=mcp_client)
tools = await mcp_tool_spec.to_tool_list_async()
agent = FunctionAgent(
tools=tools,
llm=OpenAI(model="gpt-4o"),
system_prompt=(
"You are an assistant with access to IBGE Localidades — Cidades do Brasil. "
"You have 5 tools available."
),
)
response = await agent.run(
"What tools are available in IBGE Localidades — Cidades do Brasil?"
)
print(response)
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 IBGE Localidades — Cidades do Brasil MCP Server
Connect your AI agent to the official IBGE geographic database — the authoritative source used by every government, fintech, and logistics company operating in Brazil.
LlamaIndex agents combine IBGE Localidades — Cidades do Brasil tool responses with indexed documents for comprehensive, grounded answers. Connect 5 tools through Vinkius and query live data alongside vector stores and SQL databases in a single turn. ideal for hybrid search, data enrichment, and analytical workflows.
What you can do
- 5,570 Municipalities — Search any city by IBGE code with mesoregion, microregion, and state hierarchy
- 27 States (UFs) — Complete Brazilian federation with codes, abbreviations, and macro-region associations
- 5 Macro-Regions — Norte, Nordeste, Centro-Oeste, Sudeste, Sul with all nested structure
- Metropolitan Regions — São Paulo, Rio de Janeiro, Belo Horizonte and all other metropolitan areas by state
The IBGE Localidades — Cidades do Brasil MCP Server exposes 5 tools through the Vinkius. Connect it to LlamaIndex 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 IBGE Localidades — Cidades do Brasil to LlamaIndex via MCP
Follow these steps to integrate the IBGE Localidades — Cidades do Brasil MCP Server with LlamaIndex.
Install dependencies
Run pip install llama-index-tools-mcp llama-index-llms-openai
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Run the agent
Save to agent.py and run: python agent.py
Explore tools
The agent discovers 5 tools from IBGE Localidades — Cidades do Brasil
Why Use LlamaIndex with the IBGE Localidades — Cidades do Brasil MCP Server
LlamaIndex provides unique advantages when paired with IBGE Localidades — Cidades do Brasil through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine IBGE Localidades — Cidades do Brasil tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain IBGE Localidades — Cidades do Brasil tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query IBGE Localidades — Cidades do Brasil, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what IBGE Localidades — Cidades do Brasil tools were called, what data was returned, and how it influenced the final answer
IBGE Localidades — Cidades do Brasil + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the IBGE Localidades — Cidades do Brasil MCP Server delivers measurable value.
Hybrid search: combine IBGE Localidades — Cidades do Brasil real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query IBGE Localidades — Cidades do Brasil to augment indexed data with live information before generating user-facing responses
Knowledge base agents: build agents that maintain and update knowledge bases by periodically querying IBGE Localidades — Cidades do Brasil for fresh data
Analytical workflows: chain IBGE Localidades — Cidades do Brasil queries with LlamaIndex's data connectors to build multi-source analytical reports
IBGE Localidades — Cidades do Brasil MCP Tools for LlamaIndex (5)
These 5 tools become available when you connect IBGE Localidades — Cidades do Brasil to LlamaIndex via MCP:
get_municipio
Use the 7-digit IBGE code. Get municipality details by IBGE code
get_municipios_por_uf
Use the 2-letter UF abbreviation (e.g., SP, RJ, MG, BA). List all municipalities in a Brazilian state
list_estados
List all Brazilian states (UFs)
list_regioes
List the 5 macro-regions of Brazil
list_regioes_metropolitanas
List metropolitan regions by state
Example Prompts for IBGE Localidades — Cidades do Brasil in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with IBGE Localidades — Cidades do Brasil immediately.
"List all municipalities in the state of São Paulo"
"What is the IBGE code for the city of Rio de Janeiro?"
"What are the metropolitan regions in the state of Minas Gerais?"
Troubleshooting IBGE Localidades — Cidades do Brasil MCP Server with LlamaIndex
Common issues when connecting IBGE Localidades — Cidades do Brasil to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpIBGE Localidades — Cidades do Brasil + LlamaIndex FAQ
Common questions about integrating IBGE Localidades — Cidades do Brasil MCP Server with LlamaIndex.
How does LlamaIndex connect to MCP servers?
Can I combine MCP tools with vector stores?
Does LlamaIndex support async MCP calls?
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Connect IBGE Localidades — Cidades do Brasil to LlamaIndex
Get your token, paste the configuration, and start using 5 tools in under 2 minutes. No API key management needed.