Compatible with every major AI agent and IDE
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 LangChain?
LangChain's ecosystem of 500+ components combines seamlessly with São Paulo (Cidade) through native MCP adapters. Connect 11 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.
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The largest ecosystem of integrations, chains, and agents. combine São Paulo (Cidade) MCP tools with 500+ LangChain components
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Agent architecture supports ReAct, Plan-and-Execute, and custom strategies with full MCP tool access at every step
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LangSmith tracing gives you complete visibility into tool calls, latencies, and token usage for production debugging
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Memory and conversation persistence let agents maintain context across São Paulo (Cidade) queries for multi-turn workflows
São Paulo (Cidade) in LangChain
São Paulo (Cidade) and 4,000+ other MCP servers. One platform. One governance layer.
Teams that connect São Paulo (Cidade) to LangChain 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 LangChain
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 LangChain 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 LangChain
Every tool call from LangChain 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 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.
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.
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.
MultiServerMCPClient not found
Install: pip install langchain-mcp-adapters
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