Can I change the destination URL of a Flowcode after it has been created?

Yes! Flowcodes are dynamic by default. You can use the 'create_flowcode' or future update tools via the agent to manage your redirect rules without needing to change the physical QR code image.

How do I see where my QR codes are being scanned geographically?

You can use the 'get_geographic_analytics' tool. The agent will retrieve a summary of scan distribution across different regions, helping you understand where your offline audience is most active.

Can I retrieve contact info from users who scanned my codes?

Yes! If you have forms on your Flowpages, you can use the 'get_flowpage_contacts' tool to retrieve submissions, including names and emails, directly through the agent.

Flowcode MCP Server for LlamaIndex 12 tools — connect in under 2 minutes

Name: Flowcode
Availability: InStock
Author: Vinkius

docs.llamaindex.ai/en/stable/module_guides/tools/mcp

Built by Vinkius GDPR 12 Tools Framework

LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Flowcode as an MCP tool provider through Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

Vinkius supports streamable HTTP and SSE.

python

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 Flowcode. "
            "You have 12 tools available."
        ),
    )

    response = await agent.run(
        "What tools are available in Flowcode?"
    )
    print(response)

asyncio.run(main())

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About Flowcode MCP Server

Connect your Flowcode account to any AI agent and automate your offline-to-online marketing through the Model Context Protocol (MCP). Flowcode is the leading platform for dynamic QR codes and conversion-optimized landing pages (Flowpages). Now, you can create new codes, monitor scan performance, and retrieve deep audience analytics directly through natural conversation.

LlamaIndex agents combine Flowcode 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

Dynamic QR Management — List all your Flowcodes, fetch detailed metadata, and create new dynamic codes with instant redirect capabilities.
Scan Analytics — Monitor real-time scan performance, conversion rates, and detailed scan activity logs to optimize your campaigns.
Flowpage Oversight — Retrieve real-time event data for your landing pages and access CRM contact information submitted via Flowpage forms.
Audience Insights — Fetch aggregate demographic and geographic analytics to understand where and how your audience is engaging.
Asset Organization — List campaigns and asset folders to maintain a clear structure across your marketing projects.
Image Generation — Retrieve specific Flowcode image data or download links directly from the agent.
Custom Conversions — Track conversion rates from scan to visit to ensure your marketing funnel is performing optimally.

The Flowcode 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.

How to Connect Flowcode to LlamaIndex via MCP

Follow these steps to integrate the Flowcode 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 12 tools from Flowcode

Why Use LlamaIndex with the Flowcode MCP Server

LlamaIndex provides unique advantages when paired with Flowcode through the Model Context Protocol.

Data-first architecture: LlamaIndex agents combine Flowcode tool responses with indexed documents for comprehensive, grounded answers

Query pipeline framework lets you chain Flowcode tool calls with transformations, filters, and re-rankers in a typed pipeline

Multi-source reasoning: agents can query Flowcode, a vector store, and a SQL database in a single turn and synthesize results

Observability integrations show exactly what Flowcode tools were called, what data was returned, and how it influenced the final answer

Flowcode + LlamaIndex Use Cases

Practical scenarios where LlamaIndex combined with the Flowcode MCP Server delivers measurable value.

Hybrid search: combine Flowcode real-time data with embedded document indexes for answers that are both current and comprehensive

Data enrichment: query Flowcode 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 Flowcode for fresh data

Analytical workflows: chain Flowcode queries with LlamaIndex's data connectors to build multi-source analytical reports

Flowcode MCP Tools for LlamaIndex (12)

These 12 tools become available when you connect Flowcode to LlamaIndex via MCP:

create_flowcode

Create a dynamic QR code

get_audience_summary

Get audience demographics

get_flowcode

Get Flowcode details

get_flowcode_image

Generate QR code image

get_flowpage_analytics

Get landing page events

get_flowpage_contacts

Get CRM contacts

get_geographic_analytics

Get scan locations

get_recent_scans

List scan activity log

list_campaigns

List marketing campaigns

list_conversion_rates

Get funnel analytics

list_flowcodes

List all Flowcodes

list_folders

List asset folders

Example Prompts for Flowcode in LlamaIndex

Ready-to-use prompts you can give your LlamaIndex agent to start working with Flowcode immediately.

"List my 10 most recent Flowcodes and their scan counts."

"Create a new Flowcode named 'Store Launch' redirecting to 'https://vinkius.com'."

"Show me the audience demographic summary for my account."

Troubleshooting Flowcode MCP Server with LlamaIndex

Common issues when connecting Flowcode to LlamaIndex through the Vinkius, and how to resolve them.

BasicMCPClient not found

Install: pip install llama-index-tools-mcp

Flowcode + LlamaIndex FAQ

Common questions about integrating Flowcode MCP Server with LlamaIndex.

How does LlamaIndex connect to MCP servers?

Use the MCP client adapter to create a connection. LlamaIndex discovers all tools and wraps them as query engine tools compatible with any LlamaIndex agent.

Can I combine MCP tools with vector stores?

Yes. LlamaIndex agents can query Flowcode tools and vector store indexes in the same turn, combining real-time and embedded data for grounded responses.