STF Dados Abertos MCP Server for LlamaIndexGive LlamaIndex instant access to 9 tools to Get Group, Get Organization, Get Package, and more

Name: STF Dados Abertos
Price: 29 USD
Availability: InStock
Rating: 5.0 (1 reviews)
Author: Vinkius

GDPR Free for Subscribers

LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add STF Dados Abertos 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 STF Dados Abertos MCP Server for LlamaIndex is a standout in the Knowledge Management category — giving your AI agent 9 tools to work with, ready to go from day one.

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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 STF Dados Abertos. "
            "You have 9 tools available."
        ),
    )

    response = await agent.run(
        "What tools are available in STF Dados Abertos?"
    )
    print(response)

asyncio.run(main())

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About STF Dados Abertos MCP Server

Connect your AI agent to the STF Dados Abertos portal and explore the transparency data of the Brazilian Supreme Federal Court through natural language.

LlamaIndex agents combine STF Dados Abertos tool responses with indexed documents for comprehensive, grounded answers. Connect 9 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 datasets (packages) and search for specific legal or administrative topics using keywords.
Resource Inspection — Fetch detailed metadata for specific files, data links, and resources within a dataset to understand their structure.
DataStore Querying — Perform SQL-like queries directly on DataStore-enabled resources to extract specific information without downloading large files.
Institutional Browsing — Explore the organizations and groups that categorize and maintain the court's open data.
Metadata Analysis — Access comprehensive metadata for packages, organizations, and groups to understand data provenance and update frequency.

The STF Dados Abertos MCP Server exposes 9 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 9 STF Dados Abertos tools available for LlamaIndex

When LlamaIndex connects to STF Dados Abertos through Vinkius, your AI agent gets direct access to every tool listed below — spanning brazil-law, legal-transparency, stf, 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 group on STF Dados Abertos

Get group details

get

Get organization on STF Dados Abertos

Get organization details

get

Get package on STF Dados Abertos

Get dataset details

get

Get resource on STF Dados Abertos

Get resource details

list

List groups on STF Dados Abertos

List groups

list

List organizations on STF Dados Abertos

List organizations

list

List packages on STF Dados Abertos

List all datasets (packages) in STF Dados Abertos

Search datastore on STF Dados Abertos

Query DataStore

Search packages on STF Dados Abertos

Search datasets

Connect STF Dados Abertos to LlamaIndex via MCP

Follow these steps to wire STF Dados Abertos 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 9 tools from STF Dados Abertos

Why Use LlamaIndex with the STF Dados Abertos MCP Server

LlamaIndex provides unique advantages when paired with STF Dados Abertos through the Model Context Protocol.

Data-first architecture: LlamaIndex agents combine STF Dados Abertos tool responses with indexed documents for comprehensive, grounded answers

Query pipeline framework lets you chain STF Dados Abertos tool calls with transformations, filters, and re-rankers in a typed pipeline

Multi-source reasoning: agents can query STF Dados Abertos, a vector store, and a SQL database in a single turn and synthesize results

Observability integrations show exactly what STF Dados Abertos tools were called, what data was returned, and how it influenced the final answer

STF Dados Abertos + LlamaIndex Use Cases

Practical scenarios where LlamaIndex combined with the STF Dados Abertos MCP Server delivers measurable value.

Hybrid search: combine STF Dados Abertos real-time data with embedded document indexes for answers that are both current and comprehensive

Data enrichment: query STF Dados Abertos 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 STF Dados Abertos for fresh data

Analytical workflows: chain STF Dados Abertos queries with LlamaIndex's data connectors to build multi-source analytical reports

Example Prompts for STF Dados Abertos in LlamaIndex

Ready-to-use prompts you can give your LlamaIndex agent to start working with STF Dados Abertos immediately.

"List all available datasets in the STF Dados Abertos portal."

"Search for datasets related to 'votações'."

"Get the details and resources for the dataset 'folha-de-pagamento'."

Troubleshooting STF Dados Abertos MCP Server with LlamaIndex

Common issues when connecting STF Dados Abertos to LlamaIndex through Vinkius, and how to resolve them.

BasicMCPClient not found

Install: pip install llama-index-tools-mcp

STF Dados Abertos + LlamaIndex FAQ

Common questions about integrating STF Dados Abertos 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 STF Dados Abertos tools and vector store indexes in the same turn, combining real-time and embedded data for grounded responses.