Cuiabá Transparency MCP Server for LlamaIndexGive LlamaIndex instant access to 5 tools to List Budget, List Contracts, List Expenses, and more

Name: Cuiabá Transparency
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 Cuiabá Transparency 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 Cuiabá Transparency MCP Server for LlamaIndex is a standout in the Data Analytics category — giving your AI agent 5 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 Cuiabá Transparency. "
            "You have 5 tools available."
        ),
    )

    response = await agent.run(
        "What tools are available in Cuiabá Transparency?"
    )
    print(response)

asyncio.run(main())

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About Cuiabá Transparency MCP Server

Connect to the Cuiabá Transparency Portal and explore municipal public data through natural conversation. This server provides direct access to the city's financial and administrative records.

LlamaIndex agents combine Cuiabá Transparency tool responses with indexed documents for comprehensive, grounded answers. Connect 5 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

Municipal Expenditures — List and analyze expenses, including commitments (empenhos), liquidations, and payments for any fiscal year.
Revenue Tracking — Monitor municipal revenue collection, including local taxes and government transfers.
Public Personnel — Access data on public servants, including positions, departments, and salary information.
Contracts & Tenders — Inspect public bids, active contracts, and municipal tenders to ensure oversight.
Budget Planning — Query budget laws and planning instruments like LOA, LDO, and PPA.

The Cuiabá Transparency MCP Server exposes 5 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 5 Cuiabá Transparency tools available for LlamaIndex

When LlamaIndex connects to Cuiabá Transparency through Vinkius, your AI agent gets direct access to every tool listed below — spanning municipal-data, fiscal-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.

list

List budget on Cuiabá Transparency

List municipal budget information for Cuiabá

list

List contracts on Cuiabá Transparency

List public tenders and contracts for Cuiabá

list

List expenses on Cuiabá Transparency

List municipal expenditures for Cuiabá

list

List personnel on Cuiabá Transparency

List public servants data for Cuiabá

list

List revenues on Cuiabá Transparency

List municipal revenue collection for Cuiabá

Connect Cuiabá Transparency to LlamaIndex via MCP

Follow these steps to wire Cuiabá Transparency 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 5 tools from Cuiabá Transparency

Why Use LlamaIndex with the Cuiabá Transparency MCP Server

LlamaIndex provides unique advantages when paired with Cuiabá Transparency through the Model Context Protocol.

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

Query pipeline framework lets you chain Cuiabá Transparency tool calls with transformations, filters, and re-rankers in a typed pipeline

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

Observability integrations show exactly what Cuiabá Transparency tools were called, what data was returned, and how it influenced the final answer

Cuiabá Transparency + LlamaIndex Use Cases

Practical scenarios where LlamaIndex combined with the Cuiabá Transparency MCP Server delivers measurable value.

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

Data enrichment: query Cuiabá Transparency 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 Cuiabá Transparency for fresh data

Analytical workflows: chain Cuiabá Transparency queries with LlamaIndex's data connectors to build multi-source analytical reports

Example Prompts for Cuiabá Transparency in LlamaIndex

Ready-to-use prompts you can give your LlamaIndex agent to start working with Cuiabá Transparency immediately.

"List the municipal expenses for Cuiabá in January 2023."

"Show me the revenue collection for Cuiabá for the year 2023."

"Get the list of public servants and their positions in Cuiabá for the current month."

Troubleshooting Cuiabá Transparency MCP Server with LlamaIndex

Common issues when connecting Cuiabá Transparency to LlamaIndex through Vinkius, and how to resolve them.

BasicMCPClient not found

Install: pip install llama-index-tools-mcp

Cuiabá Transparency + LlamaIndex FAQ

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