Bring Municipal Indicators
to LlamaIndex
Create your Vinkius account to connect IBGE Pesquisas — Brasil Cidades to LlamaIndex and start using all 4 AI tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code. No hosting, no server setup — just connect and start using.
GDPR Free for SubscribersCompatible with every major AI agent and IDE
Gemini
What is the IBGE Pesquisas — Brasil Cidades MCP Server?
Access the same data engine powering the official Brasil Cidades portal — the IBGE's most comprehensive municipal indicator database.
What you can do
- List All Surveys — Browse the complete IBGE research catalog (Census, PNAD, POF, Agricultural Census, etc.)
- Municipal Indicators — Health, education, income, sanitation, and infrastructure data per city
- Cross-Survey Results — Query any indicator across any survey and time period
- City Rankings — Rank municipalities by any indicator (best HDI, highest GDP per capita, etc.)
Who is this for?
Urban planners, public policy researchers, ESG analysts, journalists, and data scientists building Brazilian city intelligence systems.
Built-in capabilities (4)
Use survey ID (e.g., 33 for Censo Demográfico, 38 for Produção Agrícola Municipal). Get indicators from a specific IBGE survey
Rank municipalities by a specific indicator
Localities can be: BR (Brazil), UF code (e.g., 33 for RJ), or municipality IBGE code. Get survey results for specific municipalities
List all IBGE surveys and research programs
Why LlamaIndex?
LlamaIndex agents combine IBGE Pesquisas — Brasil Cidades tool responses with indexed documents for comprehensive, grounded answers. Connect 4 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.
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Data-first architecture: LlamaIndex agents combine IBGE Pesquisas — Brasil Cidades tool responses with indexed documents for comprehensive, grounded answers
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Query pipeline framework lets you chain IBGE Pesquisas — Brasil Cidades tool calls with transformations, filters, and re-rankers in a typed pipeline
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Multi-source reasoning: agents can query IBGE Pesquisas — Brasil Cidades, a vector store, and a SQL database in a single turn and synthesize results
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Observability integrations show exactly what IBGE Pesquisas — Brasil Cidades tools were called, what data was returned, and how it influenced the final answer
IBGE Pesquisas — Brasil Cidades in LlamaIndex
Why run IBGE Pesquisas — Brasil Cidades with Vinkius?
The IBGE Pesquisas — Brasil Cidades connection runs on our fully managed, secure cloud infrastructure. We handle the hosting, maintenance, and security so you don't have to deal with servers or code. All 4 tools are ready to work instantly without any complex setup.
You stay in complete control of your data. Your AI only accesses the information you approve, keeping your sensitive passwords and private details completely safe. Plus, with automatic optimizations, your AI works faster and more efficiently.
* Every connection is hosted and maintained by Vinkius. We handle the security, updates, and infrastructure so you don't have to write code or manage servers. See our infrastructure
Over 4,000 integrations ready for AI agents
Explore a vast library of pre-built integrations, optimized and ready to deploy.
Connect securely in under 30 seconds
Generate tokens to authenticate and link external services in a single step.
Complete visibility into every agent action
Audit live requests, latency, success rates, and active security compliance policies.
Optimize spending and track token ROI
Analyze real-time token consumption and cost metrics detailed by connection.
Explore our live AI Agents Analytics dashboard to see it all working
This dashboard is included when you connect IBGE Pesquisas — Brasil Cidades using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
IBGE Pesquisas — Brasil Cidades and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect IBGE Pesquisas — Brasil Cidades to LlamaIndex through Vinkius don't need to write code, manage servers, or worry about security. Everything is pre-configured, secure, and runs automatically in the background.
Raw MCP | Vinkius | |
|---|---|---|
| Ready-to-use MCPs | Find and configure each manually | 4,000+ MCPs ready to use |
| Connection Setup | Manual coding & server setup | 1-click instant connection |
| Server Hosting | You host it yourself (needs 24/7 uptime) | 100% hosted & managed by Vinkius |
| Security & Privacy | Stored in plaintext config files | Bank-grade encrypted vault |
| Activity Visibility | Blind execution (no logs or tracking) | Live dashboard with real-time logs |
| Cost Control | Runaway AI token spend risk | Automatic budget limits |
| Revoking Access | Must delete files or code to stop | 1-click disconnect button |
How Vinkius secures
IBGE Pesquisas — Brasil Cidades for LlamaIndex
Every request between LlamaIndex and IBGE Pesquisas — Brasil Cidades is protected by our secure gateway. We automatically keep your sensitive data private, prevent unauthorized access, and let you disconnect instantly at any time.
Frequently asked questions
Is this the same data as the Brasil Cidades portal?
Yes! This server accesses the exact same API that powers the official Brasil Cidades portal — the IBGE's premier municipal indicator platform.
How does LlamaIndex connect to MCP servers?
Use the MCP client adapter to create a connection. LlamaIndex discovers all tools and wraps them as query engine tools compatible with any LlamaIndex agent.
Can I combine MCP tools with vector stores?
Yes. LlamaIndex agents can query IBGE Pesquisas — Brasil Cidades tools and vector store indexes in the same turn, combining real-time and embedded data for grounded responses.
Does LlamaIndex support async MCP calls?
Yes. LlamaIndex's async agent framework supports concurrent MCP tool calls for high-throughput data processing pipelines.
BasicMCPClient not found
Install: pip install llama-index-tools-mcp
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