Can this integration edit my item prices or titles?

No. The `walmart-luminate-mcp` works as a Read-Only analytics collector directly. If you seek editing arrays, combine this setup natively with `walmart-marketplace-mcp`.

Is Luminate data real-time or delayed?

Luminate insights provide highly accurate aggregated models but generally operate on a 24-48 hour processing delay to ensure large-scale data integrity across all US stores.

Can I see what other products customers buy alongside mine?

Yes. The Market Basket Affinity algorithms correlate transactions, showing you exact percentages of cross-category items frequently purchased with your SKUs.

Walmart Luminate Analytics MCP Server for Google ADK 8 tools — connect in under 2 minutes

Name: Walmart Luminate Analytics
Availability: InStock
Author: Vinkius

google.github.io/adk-docs/tools/mcp-tools

Built by Vinkius GDPR 8 Tools SDK

Google Agent Development Kit (ADK) is Google's framework for building production AI agents. Add Walmart Luminate Analytics as an MCP tool provider through the Vinkius and your ADK agents can call every tool with full schema introspection.

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Vinkius supports streamable HTTP and SSE.

python

from google.adk.agents import Agent
from google.adk.tools.mcp_tool import McpToolset
from google.adk.tools.mcp_tool.mcp_session_manager import (
    StreamableHTTPConnectionParams,
)

# Your Vinkius token — get it at cloud.vinkius.com
mcp_tools = McpToolset(
    connection_params=StreamableHTTPConnectionParams(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
    )
)

agent = Agent(
    model="gemini-2.5-pro",
    name="walmart_luminate_analytics_agent",
    instruction=(
        "You help users interact with Walmart Luminate Analytics "
        "using 8 available tools."
    ),
    tools=[mcp_tools],
)

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About Walmart Luminate Analytics MCP Server

What you can do

Take deep dives aggregating actionable insights reading purely API analytics via Walmart Luminate tools:

Google ADK natively supports Walmart Luminate Analytics as an MCP tool provider — declare the Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 8 tools with Gemini's long-context reasoning for complex multi-tool workflows, with production-ready session management and evaluation built in.

Track Shopper Behavior: Retrieve advanced funnel reports analyzing cart abandonments precisely.
Discover Market Basket Affinities: Cross-check naturally purchased arrays identifying product bundles successfully.
Locate Supply Gaps: Audit physical stores finding inventory bottlenecks effectively seamlessly natively.

The Walmart Luminate Analytics MCP Server exposes 8 tools through the Vinkius. Connect it to Google ADK 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 Walmart Luminate Analytics to Google ADK via MCP

Follow these steps to integrate the Walmart Luminate Analytics MCP Server with Google ADK.

Install Google ADK

Run pip install google-adk

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Create the agent

Save the code above and integrate into your ADK workflow

Explore tools

The agent will discover 8 tools from Walmart Luminate Analytics via MCP

Why Use Google ADK with the Walmart Luminate Analytics MCP Server

Google ADK provides unique advantages when paired with Walmart Luminate Analytics through the Model Context Protocol.

Google ADK natively supports MCP tool servers — declare a tool provider and the framework handles discovery, validation, and execution

Built on Gemini models, ADK provides long-context reasoning ideal for complex multi-tool workflows with Walmart Luminate Analytics

Production-ready features like session management, evaluation, and deployment come built-in — not bolted on

Seamless integration with Google Cloud services means you can combine Walmart Luminate Analytics tools with BigQuery, Vertex AI, and Cloud Functions

Walmart Luminate Analytics + Google ADK Use Cases

Practical scenarios where Google ADK combined with the Walmart Luminate Analytics MCP Server delivers measurable value.

Enterprise data agents: ADK agents query Walmart Luminate Analytics and cross-reference results with internal databases for comprehensive analysis

Multi-modal workflows: combine Walmart Luminate Analytics tool responses with Gemini's vision and language capabilities in a single agent

Automated compliance checks: schedule ADK agents to query Walmart Luminate Analytics regularly and flag policy violations or configuration drift

Internal tool platforms: build self-service agent platforms where teams connect their own MCP servers including Walmart Luminate Analytics

Walmart Luminate Analytics MCP Tools for Google ADK (8)

These 8 tools become available when you connect Walmart Luminate Analytics to Google ADK via MCP:

luminate_category_trends

Allocate analytics naturally tracking explicit boundaries accurately parsing cleanly

luminate_channel_performance

Update explicit bounds tracking omnichannel constraints explicitly accurately

luminate_conversion_rates

Verify explicitly organic SKU arrays discovering if explicitly bound targets cleanly convert

luminate_get_financial_report

Poll safely logical Node arrays checking completely if explicitly bounds financial limits

luminate_loyalty_metrics

Extract actively compiling explicit 1P documents cleanly generating accurate tracking

luminate_market_basket

Execute tracking updates bounding explicitly analytical metrics over affinities bounds

luminate_shopper_behavior

Extract actively explicitly created analytics bounding shoppers inherently routing safely securely

luminate_store_inventory_health

Verify physical matrices tracking cleanly organic bounds parsing completely natively

Example Prompts for Walmart Luminate Analytics in Google ADK

Ready-to-use prompts you can give your Google ADK agent to start working with Walmart Luminate Analytics immediately.

"Cross-reference recent shoppers identifying major funnel exit rates."

"Find the top 3 items frequently bought together with our organic coffee blend."

"Summarize the shopper retention rate for the last 90 days."

Troubleshooting Walmart Luminate Analytics MCP Server with Google ADK

Common issues when connecting Walmart Luminate Analytics to Google ADK through the Vinkius, and how to resolve them.

McpToolset not found

Update: pip install --upgrade google-adk

Walmart Luminate Analytics + Google ADK FAQ

Common questions about integrating Walmart Luminate Analytics MCP Server with Google ADK.

How does Google ADK connect to MCP servers?

Import the MCP toolset class and pass the server URL. ADK discovers and registers all tools automatically, making them available to your agent's tool-use loop.

Can ADK agents use multiple MCP servers?

Yes. Declare multiple MCP tool providers in your agent configuration. ADK merges all tool schemas and the agent can call tools from any server in a single turn.

Which Gemini models work best with MCP tools?

Gemini 2.0 Flash and Pro models both support function calling required for MCP tools. Flash is recommended for latency-sensitive use cases, Pro for complex reasoning.