Uniqode MCP Server for LlamaIndexGive LlamaIndex instant access to 12 tools to Create Qrcode, Delete Qrcode, Get Account Info, and more
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Uniqode 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 Uniqode app connector for LlamaIndex is a standout in the Productivity 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 Uniqode. "
"You have 12 tools available."
),
)
response = await agent.run(
"What tools are available in Uniqode?"
)
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 Uniqode MCP Server
Connect your Uniqode (formerly Beaconstac) account to any AI agent and simplify how you create, manage, and analyze your QR code campaigns through natural conversation.
LlamaIndex agents combine Uniqode 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
- QR Code Generation — Create dynamic or static QR codes for websites, vCards, or social media with full branding control.
- Scan Analytics — Retrieve detailed scan metrics by time, location (country/city), and device type to measure campaign performance.
- Dynamic Updates — Update the destination URL of your dynamic QR codes instantly without changing the physical code.
- Organization Oversight — List and manage QR codes across different organizations, folders, and campaigns.
- Lifecycle Management — Tag, categorize, and delete QR codes to keep your marketing dashboard organized.
- Account Visibility — Fetch account details and organization structures directly from the agent.
The Uniqode 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 Uniqode tools available for LlamaIndex
When LlamaIndex connects to Uniqode through Vinkius, your AI agent gets direct access to every tool listed below — spanning qr-codes, dynamic-qr, tracking, 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.
qr_type: 1 for Website, 2 for vCard, etc. Create a new QR code
Delete a QR code
Get account details
Get scan analytics by location
Get scan analytics by time
Get QR code details
List campaigns
List folders
List organizations
List all QR codes
List tags
Update an existing QR code
Connect Uniqode to LlamaIndex via MCP
Follow these steps to wire Uniqode 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 Uniqode MCP Server
LlamaIndex provides unique advantages when paired with Uniqode through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Uniqode tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Uniqode tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Uniqode, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Uniqode tools were called, what data was returned, and how it influenced the final answer
Uniqode + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Uniqode MCP Server delivers measurable value.
Hybrid search: combine Uniqode real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Uniqode 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 Uniqode for fresh data
Analytical workflows: chain Uniqode queries with LlamaIndex's data connectors to build multi-source analytical reports
Example Prompts for Uniqode in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with Uniqode immediately.
"List all my QR codes."
"Show me scan analytics for the 'Winter Sale' QR code by location."
"Change the destination of QR code '10293' to 'https://vinkius.com/new-promo'."
Troubleshooting Uniqode MCP Server with LlamaIndex
Common issues when connecting Uniqode to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpUniqode + LlamaIndex FAQ
Common questions about integrating Uniqode MCP Server with LlamaIndex.