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LangChainFramework
Mato Grosso do Sul Open Data MCP Server

Bring Open Data
to LangChain

Learn how to connect Mato Grosso do Sul Open Data to LangChain and start using 7 AI agent tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code.

MCP Inspector GDPR Free for Subscribers
Datastore SearchDatastore Search SqlGet PackageGet ResourceList GroupsList OrganizationsList Packages

Compatible with every major AI agent and IDE

ClaudeClaude
ChatGPTChatGPT
CursorCursor
GeminiGemini
WindsurfWindsurf
VS CodeVS Code
JetBrainsJetBrains
VercelVercel
+ other MCP clients
Mato Grosso do Sul Open Data

What is the Mato Grosso do Sul Open Data MCP Server?

Connect to the Mato Grosso do Sul (MS) Open Data Portal to explore and analyze public information from the Brazilian state. This server allows AI agents to programmatically access datasets, organizations, and specific resource records.

What you can do

  • Datasets & Packages — List all available public data packages and retrieve detailed metadata using list_packages and get_package.
  • Resource Inspection — Drill down into specific files or links within datasets to understand their structure with get_resource.
  • DataStore Search — Filter and search through actual records in CSVs or spreadsheets directly using datastore_search.
  • SQL Queries — Execute complex SQL statements on DataStore resources for advanced data analysis with datastore_search_sql.
  • Organizational Context — List the government organizations and groups responsible for the data via list_organizations and list_groups.

How it works

  1. Subscribe to this server
  2. Enter your Mato Grosso do Sul Data Portal API Key
  3. Start querying public state data from Claude, Cursor, or any MCP-compatible client

Who is this for?

  • Data Analysts — instantly retrieve and filter state records without manual downloads
  • Researchers — automate the collection of public metadata and resource links
  • Developers — integrate real-time public data into applications using SQL queries

Built-in capabilities (7)

datastore_search

Search data in a DataStore resource

datastore_search_sql

Execute a SQL query on DataStore resources

get_package

Get details of a specific dataset package

get_resource

Get details of a specific resource

list_groups

List all groups

list_organizations

List all organizations

list_packages

List all dataset packages

Why LangChain?

LangChain's ecosystem of 500+ components combines seamlessly with Mato Grosso do Sul Open Data through native MCP adapters. Connect 7 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.

  • The largest ecosystem of integrations, chains, and agents. combine Mato Grosso do Sul Open Data MCP tools with 500+ LangChain components

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

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

  • Memory and conversation persistence let agents maintain context across Mato Grosso do Sul Open Data queries for multi-turn workflows

See it in action

Mato Grosso do Sul Open Data in LangChain

AI AgentVinkius
High Security·Kill Switch·Plug and Play
Why Vinkius

Mato Grosso do Sul Open Data and 4,000+ other MCP servers. One platform. One governance layer.

Teams that connect Mato Grosso do Sul Open Data 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.

4,000+MCP Servers ready
<40msCold start
60%Token savings
Raw MCP
Vinkius
Server catalogFind and host yourself4,000+ managed
InfrastructureSelf-hostedSandboxed V8 isolates
Credential handlingPlaintext in configVault + runtime injection
Data loss preventionNoneConfigurable DLP policies
Kill switchNoneGlobal instant shutdown
Financial circuit breakersNonePer-server limits + alerts
Audit trailNoneEd25519 signed logs
SIEM log streamingNoneSplunk, Datadog, Webhook
HoneytokensNoneCanary alerts on leak
Custom domainsNot applicableDNS challenge verified
GDPR complianceManual effortAutomated purge + export
Enterprise Security

Why teams choose Vinkius for Mato Grosso do Sul Open Data in LangChain

The Mato Grosso do Sul Open Data 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 7 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.

Mato Grosso do Sul Open Data
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

The Vinkius Advantage

How Vinkius secures Mato Grosso do Sul Open Data for LangChain

Every tool call from LangChain to the Mato Grosso do Sul Open Data MCP Server is protected by DLP redaction, cryptographic audit chains, V8 sandbox isolation, kill switch, and financial circuit breakers.

< 40msCold start
Ed25519Signed audit chain
60%Token savings
FAQ

Frequently asked questions

01

How do I find specific datasets about health or education?

Use the list_packages tool to see all available dataset names, then use get_package with a specific ID to see the resources and descriptions related to that topic.

02

Can I perform complex filtering on the data records?

Yes! Use the datastore_search_sql tool to execute standard SQL queries (e.g., SELECT, WHERE, GROUP BY) directly against the DataStore resources for precise analysis.

03

How do I see which government departments provide the data?

Use the list_organizations action. It will return a list of all state entities and departments that have published data on the portal.

04

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.

05

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.

06

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.

07

MultiServerMCPClient not found

Install: pip install langchain-mcp-adapters

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