Bring Open Data
to OpenAI Agents SDK
Learn how to connect São Paulo (Cidade) to OpenAI Agents SDK and start using 11 AI agent tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code.
GDPR Free for SubscribersCompatible with every major AI agent and IDE
Gemini
What is the São Paulo (Cidade) MCP Server?
Connect your AI agent directly to the São Paulo City Open Data Portal (CKAN). This server allows you to navigate thousands of public datasets covering health, education, transport, and finance in Brazil's largest city.
What you can do
- Dataset Discovery — Search for specific datasets using keywords or list all available packages in the portal.
- Granular Inspection — Fetch detailed metadata for datasets and individual resources (files) to understand data structures.
- Advanced Data Querying — Perform searches within data stores or execute complex SQL queries directly on CSV-backed resources.
- Organizational Mapping — List and inspect city secretariats (organizations) and thematic groups to find relevant data sources.
- Tag Exploration — Browse datasets by tags to discover related public information across different departments.
How it works
- Subscribe to this server
- (Optional) Provide your São Paulo Open Data API Key for higher rate limits
- Start querying city data from Claude, Cursor, or any MCP-compatible client
Who is this for?
- Data Analysts & Researchers — quickly find and query public statistics without manual downloads
- Developers — integrate real-time city data into applications using SQL-like queries
- Journalists & Citizens — audit public spending and city performance through natural language conversation
Built-in capabilities (11)
Search data within a resource
SQL Query on a resource
Get group details
Get organization details
Get dataset details
Get resource details
g., Educação, Meio Ambiente). List groups (themes)
g., Secretarias) that own datasets. List organizations
List all datasets (packages) in the portal
List tags
Search datasets
Why OpenAI Agents SDK?
The OpenAI Agents SDK auto-discovers all 11 tools from São Paulo (Cidade) through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries São Paulo (Cidade), another analyzes results, and a third generates reports, all orchestrated through Vinkius.
- —
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
São Paulo (Cidade) in OpenAI Agents SDK
São Paulo (Cidade) and 4,000+ other MCP servers. One platform. One governance layer.
Teams that connect São Paulo (Cidade) to OpenAI Agents SDK through Vinkius don't need to source, host, or maintain individual MCP servers. Every tool call runs inside a hardened runtime with credential isolation, DLP, and a signed audit chain.
Raw MCP | Vinkius | |
|---|---|---|
| Server catalog | Find and host yourself | 4,000+ managed |
| Infrastructure | Self-hosted | Sandboxed V8 isolates |
| Credential handling | Plaintext in config | Vault + runtime injection |
| Data loss prevention | None | Configurable DLP policies |
| Kill switch | None | Global instant shutdown |
| Financial circuit breakers | None | Per-server limits + alerts |
| Audit trail | None | Ed25519 signed logs |
| SIEM log streaming | None | Splunk, Datadog, Webhook |
| Honeytokens | None | Canary alerts on leak |
| Custom domains | Not applicable | DNS challenge verified |
| GDPR compliance | Manual effort | Automated purge + export |
Why teams choose Vinkius for São Paulo (Cidade) in OpenAI Agents SDK
The São Paulo (Cidade) 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. All 11 tools execute in hardened sandboxes optimized for native MCP execution.
Your AI agents in OpenAI Agents SDK only access the data you authorize, with DLP that blocks sensitive information from ever reaching the model, kill switch for instant shutdown, and up to 60% token savings. Enterprise-grade infrastructure, zero maintenance.
* 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
How Vinkius secures
São Paulo (Cidade) for OpenAI Agents SDK
Every tool call from OpenAI Agents SDK to the São Paulo (Cidade) MCP Server is protected by DLP redaction, cryptographic audit chains, V8 sandbox isolation, kill switch, and financial circuit breakers.
Frequently asked questions
How can I search for datasets related to a specific topic like 'Health'?
You can use the search_packages tool with the query 'saúde'. The agent will return a list of matching datasets available in the portal.
Can I perform SQL queries on the data directly?
Yes! If a resource is stored in the DataStore, you can use the datastore_search_sql tool to run standard SQL queries against the resource ID.
How do I find which city departments have published data?
Use the list_organizations tool to see all registered entities. Then, use get_organization with a specific ID to see all datasets owned by that department.
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.
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.
Does the SDK support streaming responses?
Yes. The SDK supports SSE and Streamable HTTP transports, both of which work natively with Vinkius.
MCPServerStreamableHttp not found
Ensure you have the latest version: pip install --upgrade openai-agents
Agent not calling tools
Make sure your prompt explicitly references the task the tools can help with.
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