Stark Bank MCP Server for LlamaIndex 9 tools — connect in under 2 minutes
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Stark Bank as an MCP tool provider through the Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
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 Stark Bank. "
"You have 9 tools available."
),
)
response = await agent.run(
"What tools are available in Stark Bank?"
)
print(response)
asyncio.run(main())
* 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 Stark Bank MCP Server
The Stark Bank MCP Server brings highest-end Brazilian financial tech directly into your Agent's context. Engineered specifically for complex corporate maneuvers and heavy automations requiring zero filesystem intervention—authentication is fully handled via ECDSA public/private cryptography inside the MCP.
LlamaIndex agents combine Stark Bank tool responses with indexed documents for comprehensive, grounded answers. Connect 9 tools through the 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
- Mass Corporate Payables (Transfers) — You can ask your chatbot to send Pix out to specific people, or execute TED transfers programmatically parsing bank codes and taxes.
- Asset Generation — Rapidly generate virtual Corporate Cards or Boletos targeting specific customer strings.
- Unmatched Oversight — Check precisely the atomic balance of your Stark accounts or extract statements and invoice status tracking in milliseconds.
The Stark Bank MCP Server exposes 9 tools through the Vinkius. Connect it to LlamaIndex in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
How to Connect Stark Bank to LlamaIndex via MCP
Follow these steps to integrate the Stark Bank MCP Server with LlamaIndex.
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 Stark Bank
Why Use LlamaIndex with the Stark Bank MCP Server
LlamaIndex provides unique advantages when paired with Stark Bank through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Stark Bank tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Stark Bank tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Stark Bank, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Stark Bank tools were called, what data was returned, and how it influenced the final answer
Stark Bank + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Stark Bank MCP Server delivers measurable value.
Hybrid search: combine Stark Bank real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Stark Bank 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 Stark Bank for fresh data
Analytical workflows: chain Stark Bank queries with LlamaIndex's data connectors to build multi-source analytical reports
Stark Bank MCP Tools for LlamaIndex (9)
These 9 tools become available when you connect Stark Bank to LlamaIndex via MCP:
stark_create_boleto
Efetuar a emissão de Lote de Boletos Bancários Oficiais (Stark Bank)
stark_create_corporate_card
Tecnologia Enterprise: Criar novo Cartão de Crédito Corporativo on-the-fly
stark_create_pix_charge
Criar uma Cobrança Pix dinâmica imediata (Stark Bank)
stark_create_transfer
INICIAR PAGAMENTOS: Emissão de TED ou Pix para fornecedores/funcionários
stark_get_balance
Consultar resgate atual monetário / total em caixa no banco (Balance)
stark_get_statement
Gerar statement cru detalhado de fluxo de caixa
stark_list_boletos
Listar progressão contábil e status dos Boletos
stark_list_pix_charges
Listar histórico das Cobranças Pix originadas
stark_list_transfers
Descobrir rastreio de pagamentos de saída finalizados (Transfers)
Example Prompts for Stark Bank in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with Stark Bank immediately.
"Generate a dynamic Corporate Card on Stark Bank named 'Google Cloud Pay' for my team."
"Extract the detailed historical stark statements spanning from March 1st to March 15th to examine payroll expenditures."
"Create a Boleto for 500 BRL to CPF 000101111909. It must expire 10 days from today."
Troubleshooting Stark Bank MCP Server with LlamaIndex
Common issues when connecting Stark Bank to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpStark Bank + LlamaIndex FAQ
Common questions about integrating Stark Bank MCP Server with LlamaIndex.
How does LlamaIndex connect to MCP servers?
Can I combine MCP tools with vector stores?
Does LlamaIndex support async MCP calls?
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Microsoft's framework for multi-agent collaborative conversations.
Connect Stark Bank to LlamaIndex
Get your token, paste the configuration, and start using 9 tools in under 2 minutes. No API key management needed.