Wuro MCP Server for LlamaIndexGive LlamaIndex instant access to 12 tools to Create Contact, Create Invoice, Create Quote, and more
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Wuro 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 Wuro app connector for LlamaIndex is a standout in the Industry Titans category — giving your AI agent 12 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 Wuro. "
"You have 12 tools available."
),
)
response = await agent.run(
"What tools are available in Wuro?"
)
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 Wuro MCP Server
Connect your Wuro.fr account to any AI agent to automate your business billing and CRM workflows. Manage invoices, quotes, and your customer database through natural conversation.
LlamaIndex agents combine Wuro tool responses with indexed documents for comprehensive, grounded answers. Connect 12 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
- Billing Automation — Create and manage customer invoices (Factures) and professional quotes (Devis) directly from the AI interface.
- CRM & Contacts — Track and manage your database of clients, leads, and suppliers with detailed metadata for each business resource.
- Catalog Control — Access and monitor your product catalog and pricing information to streamline sales operations.
- Expense Monitoring — Track company purchases and supplier expenses to maintain a clear overview of your firm's finances.
- HR Management — Manage firm employee records and leave requests programmatically via natural language commands.
- Operational Integrity — Secure authentication using HMAC-SHA1 signatures based on your private API key.
The Wuro MCP Server exposes 12 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 12 Wuro tools available for LlamaIndex
When LlamaIndex connects to Wuro through Vinkius, your AI agent gets direct access to every tool listed below — spanning billing-automation, invoicing, quote-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.
Create a new contact
Provide contact ID and lines. Create a new customer invoice
Provide contact ID and lines. Create a new quote/estimate
Get details of a specific contact
Get details of a specific invoice
Get details of a specific quote
List all contacts
List all employees
List all customer invoices
List all products
List all company purchases
List all quotes/estimates
Connect Wuro to LlamaIndex via MCP
Follow these steps to wire Wuro 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 Wuro MCP Server
LlamaIndex provides unique advantages when paired with Wuro through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Wuro tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Wuro tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Wuro, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Wuro tools were called, what data was returned, and how it influenced the final answer
Wuro + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Wuro MCP Server delivers measurable value.
Hybrid search: combine Wuro real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Wuro 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 Wuro for fresh data
Analytical workflows: chain Wuro queries with LlamaIndex's data connectors to build multi-source analytical reports
Example Prompts for Wuro in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with Wuro immediately.
"List my 5 most recent invoices in Wuro."
"Create a new contact 'Jean Dupont' with email jean@example.com."
Troubleshooting Wuro MCP Server with LlamaIndex
Common issues when connecting Wuro to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpWuro + LlamaIndex FAQ
Common questions about integrating Wuro MCP Server with LlamaIndex.