SimpleFatoora MCP Server for LlamaIndexGive LlamaIndex instant access to 20 tools to Check Simplefatoora Status, Create Credit Note, Create Customer, and more
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add SimpleFatoora as an MCP tool provider through Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.
Ask AI about this App Connector for LlamaIndex
The SimpleFatoora app connector for LlamaIndex is a standout in the Erp Operations category — giving your AI agent 20 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
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 SimpleFatoora. "
"You have 20 tools available."
),
)
response = await agent.run(
"What tools are available in SimpleFatoora?"
)
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 SimpleFatoora MCP Server
Empower your AI agents to completely automate your billing and tax operations using the SimpleFatoora platform. With 20 dedicated tools, your AI can now programmatically generate all six ZATCA-compliant invoice types, validate tax compliance, manage customer and product catalogs, and issue credit notes directly from your natural language interface.
LlamaIndex agents combine SimpleFatoora tool responses with indexed documents for comprehensive, grounded answers. Connect 20 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
- Create ZATCA Phase 2 compliant invoices (B2C, B2B, Purchase)
- Issue compliant credit and debit notes automatically
- Manage product catalogs and VAT rates with full CRUD
- Maintain customer profiles and tax registration numbers
- Verify API keys and cryptographic stamps
- Perform compliance verification checks
Who is it for?
Perfect for financial controllers, accountants, and businesses operating in Saudi Arabia that require strict ZATCA e-invoicing compliance combined with AI automation.The SimpleFatoora MCP Server exposes 20 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.
All 20 SimpleFatoora tools available for LlamaIndex
When LlamaIndex connects to SimpleFatoora through Vinkius, your AI agent gets direct access to every tool listed below — spanning e-invoicing, zatca-compliance, invoice-management, and more. Every call is secured with network, filesystem, subprocess, and code evaluation entitlements inside a sandboxed runtime. Beyond a simple connection, you get a full AI Gateway with real-time visibility into agent activity, enterprise governance, and optimized token usage.
Verify connectivity
Create credit note
Create a customer
Create debit note
Create a product
Create B2C invoice
Create simplified purchase invoice
Create standard purchase invoice
Create B2B VAT invoice
Delete a customer
Delete a product
Get customer details
Get invoice details
Get product details
List customers
List all invoices
List products
Update a customer
Update a product
Validate API key
Connect SimpleFatoora to LlamaIndex via MCP
Follow these steps to wire SimpleFatoora into LlamaIndex. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.
Install dependencies
pip install llama-index-tools-mcp llama-index-llms-openaiReplace the token
[YOUR_TOKEN_HERE] with your Vinkius tokenRun the agent
agent.py and run: python agent.pyExplore tools
Why Use LlamaIndex with the SimpleFatoora MCP Server
LlamaIndex provides unique advantages when paired with SimpleFatoora through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine SimpleFatoora tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain SimpleFatoora tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query SimpleFatoora, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what SimpleFatoora tools were called, what data was returned, and how it influenced the final answer
SimpleFatoora + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the SimpleFatoora MCP Server delivers measurable value.
Hybrid search: combine SimpleFatoora real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query SimpleFatoora 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 SimpleFatoora for fresh data
Analytical workflows: chain SimpleFatoora queries with LlamaIndex's data connectors to build multi-source analytical reports
Example Prompts for SimpleFatoora in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with SimpleFatoora immediately.
"Create a simplified B2C invoice for 3 items totaling 450 SAR in SimpleFatoora."
"List all customers in SimpleFatoora with their VAT registration numbers."
"Create a credit note for invoice #1234 in SimpleFatoora due to a partial return."
Troubleshooting SimpleFatoora MCP Server with LlamaIndex
Common issues when connecting SimpleFatoora to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpSimpleFatoora + LlamaIndex FAQ
Common questions about integrating SimpleFatoora MCP Server with LlamaIndex.