SAP S/4HANA 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 SAP S/4HANA as an MCP tool provider through the 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 SAP S/4HANA. "
"You have 9 tools available."
),
)
response = await agent.run(
"What tools are available in SAP S/4HANA?"
)
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 SAP S/4HANA MCP Server
Connect your SAP S/4HANA system to any AI agent and manage core ERP operations through natural conversation.
LlamaIndex agents combine SAP S/4HANA 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
- Business Partners — Create, read, and update business partner master data including customers, suppliers, and contacts
- Purchase Orders — Create purchase orders, check approval status, and query PO history with full line-item detail
- Sales Orders — Retrieve sales order data, delivery status, and billing documents across your sales organization
- Inventory Management — Query material master data, stock levels by plant/storage location, and goods receipt history
- Financial Postings — Post journal entries, retrieve G/L account balances, and query cost center reports
- Production Planning — Check production order status, planned orders, and material requirements planning (MRP) results
- Custom OData Queries — Execute any exposed OData v4 service on your S/4HANA system for tailored data access
The SAP S/4HANA 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 SAP S/4HANA to LlamaIndex via MCP
Follow these steps to integrate the SAP S/4HANA 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 SAP S/4HANA
Why Use LlamaIndex with the SAP S/4HANA MCP Server
LlamaIndex provides unique advantages when paired with SAP S/4HANA through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine SAP S/4HANA tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain SAP S/4HANA tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query SAP S/4HANA, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what SAP S/4HANA tools were called, what data was returned, and how it influenced the final answer
SAP S/4HANA + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the SAP S/4HANA MCP Server delivers measurable value.
Hybrid search: combine SAP S/4HANA real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query SAP S/4HANA 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 SAP S/4HANA for fresh data
Analytical workflows: chain SAP S/4HANA queries with LlamaIndex's data connectors to build multi-source analytical reports
SAP S/4HANA MCP Tools for LlamaIndex (9)
These 9 tools become available when you connect SAP S/4HANA to LlamaIndex via MCP:
create_business_partner
Provide JSON with BusinessPartnerCategory (1=Person, 2=Organization), FirstName/LastName or OrganizationBPName1. Create a new business partner
create_purchase_order
Provide JSON with CompanyCode, PurchaseOrderType, Supplier, PurchasingOrganization, PurchasingGroup, and line items in _PurchaseOrderItem array. Create a purchase order
get_business_partner
Get a specific business partner by ID
get_gl_balances
Get G/L account balances
get_material_stock
Returns available quantities across storage locations. Get material stock levels
list_business_partners
Use OData $filter syntax for filtering — e.g. BusinessPartnerCategory eq '2' for organizations. List SAP business partners
list_purchase_orders
Filter by supplier, purchasing org, or status using OData $filter syntax. List purchase orders
list_sales_orders
Filter using OData syntax. List sales orders
query_odata
Provide the service path and entity set. Supports $filter, $select, $expand. Execute a custom OData v4 query
Example Prompts for SAP S/4HANA in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with SAP S/4HANA immediately.
"Show me all pending purchase orders for plant 1000 above €50,000."
"What's the current stock level for material MAT-2024-A across all plants?"
"Create a business partner record for 'NovaTech Solutions' as a supplier."
Troubleshooting SAP S/4HANA MCP Server with LlamaIndex
Common issues when connecting SAP S/4HANA to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpSAP S/4HANA + LlamaIndex FAQ
Common questions about integrating SAP S/4HANA 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 SAP S/4HANA with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
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GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
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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 SAP S/4HANA to LlamaIndex
Get your token, paste the configuration, and start using 9 tools in under 2 minutes. No API key management needed.