Maranhão Open Data MCP Server for LlamaIndexGive LlamaIndex instant access to 6 tools to Get Package, Get Resource, List Packages, and more

Name: Maranhão Open Data
Price: 29 USD
Availability: InStock
Rating: 4.9 (1 reviews)
Author: Vinkius

GDPR Free for Subscribers

LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Maranhão Open Data 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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The Maranhão Open Data MCP Server for LlamaIndex is a standout in the Knowledge Management category — giving your AI agent 6 tools to work with, ready to go from day one.

Built for AI Agents by Vinkius

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python

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 Maranhão Open Data. "
            "You have 6 tools available."
        ),
    )

    response = await agent.run(
        "What tools are available in Maranhão Open Data?"
    )
    print(response)

asyncio.run(main())

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* 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 Maranhão Open Data MCP Server

Connect to the Maranhão Open Data Portal to explore government transparency data directly through your AI agent. This server interfaces with the state's CKAN-based infrastructure to provide real-time access to public information.

LlamaIndex agents combine Maranhão Open Data tool responses with indexed documents for comprehensive, grounded answers. Connect 6 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

Dataset Discovery — List all available packages or search for specific topics like education, health, or finance using list_packages and search_packages.
Metadata Inspection — Retrieve detailed metadata for datasets and specific resources (CSV, PDF, API endpoints) with get_package and get_resource.
Data Exploration — Search within specific resource rows using search_datastore or execute complex SQL queries against the DataStore for deep analysis with search_datastore_sql.

The Maranhão Open Data MCP Server exposes 6 tools through the Vinkius. Connect it to LlamaIndex in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

All 6 Maranhão Open Data tools available for LlamaIndex

When LlamaIndex connects to Maranhão Open Data through Vinkius, your AI agent gets direct access to every tool listed below — spanning open-data, transparency, public-records, and more. Every call runs in a secure, isolated environment with full audit visibility. Beyond a simple connection, you get real-time monitoring of agent activity, enterprise governance, and optimized token usage.

get

Get package on Maranhão Open Data

Retrieve dataset metadata

get

Get resource on Maranhão Open Data

g., a CSV file or API endpoint within a dataset). Retrieve resource metadata

list

List packages on Maranhão Open Data

List all datasets (packages) on the portal

Search datastore on Maranhão Open Data

Search within a resource in the DataStore

Search datastore sql on Maranhão Open Data

Execute SQL query against the DataStore

Search packages on Maranhão Open Data

Search for datasets

Connect Maranhão Open Data to LlamaIndex via MCP

Follow these steps to wire Maranhão Open Data into LlamaIndex. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.

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 6 tools from Maranhão Open Data

Why Use LlamaIndex with the Maranhão Open Data MCP Server

LlamaIndex provides unique advantages when paired with Maranhão Open Data through the Model Context Protocol.

Data-first architecture: LlamaIndex agents combine Maranhão Open Data tool responses with indexed documents for comprehensive, grounded answers

Query pipeline framework lets you chain Maranhão Open Data tool calls with transformations, filters, and re-rankers in a typed pipeline

Multi-source reasoning: agents can query Maranhão Open Data, a vector store, and a SQL database in a single turn and synthesize results

Observability integrations show exactly what Maranhão Open Data tools were called, what data was returned, and how it influenced the final answer

Maranhão Open Data + LlamaIndex Use Cases

Practical scenarios where LlamaIndex combined with the Maranhão Open Data MCP Server delivers measurable value.

Hybrid search: combine Maranhão Open Data real-time data with embedded document indexes for answers that are both current and comprehensive

Data enrichment: query Maranhão Open Data 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 Maranhão Open Data for fresh data

Analytical workflows: chain Maranhão Open Data queries with LlamaIndex's data connectors to build multi-source analytical reports

Example Prompts for Maranhão Open Data in LlamaIndex

Ready-to-use prompts you can give your LlamaIndex agent to start working with Maranhão Open Data immediately.

"List all available datasets on the Maranhão Open Data portal."

"Search for datasets related to 'saúde' (health)."

"Run a SQL query to select the first 5 rows from the resource 'd3b0c...'."

Troubleshooting Maranhão Open Data MCP Server with LlamaIndex

Common issues when connecting Maranhão Open Data to LlamaIndex through Vinkius, and how to resolve them.

BasicMCPClient not found

Install: pip install llama-index-tools-mcp

Maranhão Open Data + LlamaIndex FAQ

Common questions about integrating Maranhão Open Data MCP Server with LlamaIndex.

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 Maranhão Open Data tools and vector store indexes in the same turn, combining real-time and embedded data for grounded responses.