SAP Concur 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 Concur 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 SAP Concur. "
"You have 9 tools available."
),
)
response = await agent.run(
"What tools are available in SAP Concur?"
)
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 Concur MCP Server
Connect your AI assistant to SAP Concur, the leading platform for expense management, travel, and invoice automation.
LlamaIndex agents combine SAP Concur 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
- Expense Tracking — List and inspect individual expenses including amounts, categories, and receipt metadata.
- Report Status — Check approval status of any expense report.
- User Profiles — Retrieve employee profile data including cost center and department.
The SAP Concur 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 Concur to LlamaIndex via MCP
Follow these steps to integrate the SAP Concur 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 Concur
Why Use LlamaIndex with the SAP Concur MCP Server
LlamaIndex provides unique advantages when paired with SAP Concur through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine SAP Concur tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain SAP Concur tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query SAP Concur, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what SAP Concur tools were called, what data was returned, and how it influenced the final answer
SAP Concur + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the SAP Concur MCP Server delivers measurable value.
Hybrid search: combine SAP Concur real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query SAP Concur 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 Concur for fresh data
Analytical workflows: chain SAP Concur queries with LlamaIndex's data connectors to build multi-source analytical reports
SAP Concur MCP Tools for LlamaIndex (9)
These 9 tools become available when you connect SAP Concur to LlamaIndex via MCP:
get_expense
Retrieve detailed information about a specific expense
get_expense_report
Retrieve detailed information about a specific expense report
get_report_summaries
Calculate basic totals for a list of recent expense reports
get_user_profile
Retrieve the profile details of the currently authenticated Concur user
list_attendees
Retrieve a list of expense attendees (for business meals, etc.)
list_expense_reports
Retrieve a list of your expense reports from Concur
list_expense_types
Retrieve a list of valid expense types configured in your organization
list_expenses
Retrieve a list of your expenses from Concur
list_pending_expenses
Quickly list all expenses that have not yet been assigned to a report
Example Prompts for SAP Concur in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with SAP Concur immediately.
"Show me my last 10 expenses in Concur."
"Get the status of expense report 'rep-8842'."
"Retrieve the profile for employee 'E-4545'."
Troubleshooting SAP Concur MCP Server with LlamaIndex
Common issues when connecting SAP Concur to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpSAP Concur + LlamaIndex FAQ
Common questions about integrating SAP Concur 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 Concur 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 SAP Concur to LlamaIndex
Get your token, paste the configuration, and start using 9 tools in under 2 minutes. No API key management needed.