Bling ERP MCP Server for LlamaIndex 18 tools — connect in under 2 minutes
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Bling ERP 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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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 Bling ERP. "
"You have 18 tools available."
),
)
response = await agent.run(
"What tools are available in Bling ERP?"
)
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 Bling ERP MCP Server
Connect your Bling ERP API token to any AI agent and integrate Brazil's leading cloud-based business management system directly into your conversational workflow.
LlamaIndex agents combine Bling ERP tool responses with indexed documents for comprehensive, grounded answers. Connect 18 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
- Contact & Product Operations — Create and list deeply nested catalogs of Contacts (Suppliers/Clients) and Products, tracing correct SKUs, categories, and warehouses.
- Order Processing — List Sales Orders bridging eCommerce streams directly to inventory, and explore incoming Purchase Orders to suppliers.
- Tax Documents (Brasil) — Monitor SEFAZ legal endpoints querying arrays for issued Product Invoices (NF-e), Consumer Invoices (NFC-e), and Service Invoices (NFS-e).
- Financial Ledgering — Pull aggregated general ledgers analyzing Accounts Payable, Accounts Receivable (Boletos/PIX), and strictly mapped financial groupings.
The Bling ERP MCP Server exposes 18 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 Bling ERP to LlamaIndex via MCP
Follow these steps to integrate the Bling ERP 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 18 tools from Bling ERP
Why Use LlamaIndex with the Bling ERP MCP Server
LlamaIndex provides unique advantages when paired with Bling ERP through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Bling ERP tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Bling ERP tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Bling ERP, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Bling ERP tools were called, what data was returned, and how it influenced the final answer
Bling ERP + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Bling ERP MCP Server delivers measurable value.
Hybrid search: combine Bling ERP real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Bling ERP 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 Bling ERP for fresh data
Analytical workflows: chain Bling ERP queries with LlamaIndex's data connectors to build multi-source analytical reports
Bling ERP MCP Tools for LlamaIndex (18)
These 18 tools become available when you connect Bling ERP to LlamaIndex via MCP:
categorias_financeiras
Listar categorias de receitas e despesas (plano de contas)
categorias_produtos
Listar as categorias de produtos cadastradas
consultar_contato
Consultar dados completos de um contato pelo ID
consultar_nfe
Consultar detalhes de uma NF-e (itens, valores, situação)
consultar_pedido
Consultar detalhes completos de um pedido de venda (itens, valores, situação)
consultar_produto
Consultar detalhes de um produto pelo ID
contas_pagar
Listar contas a pagar (fornecedores, despesas operacionais)
contas_receber
Listar contas a receber (cobranças, boletos, PIX)
incluir_contato
Cadastrar novo contato (cliente/fornecedor) no Bling
incluir_produto
Cadastrar novo produto no Bling
listar_contatos
Listar todos os contatos (clientes, fornecedores, transportadoras) cadastrados no Bling
listar_depositos
Listar depósitos/armazéns configurados para gestão de estoque
listar_nfce
Listar NFC-e (Notas Fiscais de Consumidor Eletrônicas — cupom fiscal)
listar_nfe
Listar NF-e (Notas Fiscais Eletrônicas de Produto) emitidas
listar_nfse
Listar NFS-e (Notas Fiscais de Serviço Eletrônicas)
listar_pedidos_compra
Listar todos os pedidos de compra
listar_pedidos_venda
Listar todos os pedidos de venda do Bling
listar_produtos
Listar todos os produtos e serviços cadastrados no Bling
Example Prompts for Bling ERP in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with Bling ERP immediately.
"List the last 5 registered products in my Bling account."
"Check the active Accounts Payable for this month. What vendor bills are pending?"
"Has the NF-e for the sales order ID `445566` been fully issued yet under SEFAZ?"
Troubleshooting Bling ERP MCP Server with LlamaIndex
Common issues when connecting Bling ERP to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpBling ERP + LlamaIndex FAQ
Common questions about integrating Bling ERP 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?
Connect Bling ERP with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect Bling ERP to LlamaIndex
Get your token, paste the configuration, and start using 18 tools in under 2 minutes. No API key management needed.