Google Play Developer MCP Server for LlamaIndex 12 tools — connect in under 2 minutes
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Google Play Developer 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 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 Google Play Developer. "
"You have 12 tools available."
),
)
response = await agent.run(
"What tools are available in Google Play Developer?"
)
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 Google Play Developer MCP Server
Connect your Google Play Developer account to your AI agent and streamline your Android app management. Use natural language to monitor user reviews, manage subscriptions, and verify in-app purchases directly from your workflow.
LlamaIndex agents combine Google Play Developer 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
- Review Management — Fetch recent reviews, read specific feedback, and post replies directly from the chat
- Subscription Tracking — Check the status of user subscriptions, issue refunds, or defer billing dates effortlessly
- In-App Purchases — Verify, acknowledge, and consume in-app product purchases
- Product Catalog — List all available in-app products and retrieve specific SKU details
The Google Play Developer 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 Google Play Developer to LlamaIndex via MCP
Follow these steps to integrate the Google Play Developer 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 Google Play Developer
Why Use LlamaIndex with the Google Play Developer MCP Server
LlamaIndex provides unique advantages when paired with Google Play Developer through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Google Play Developer tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Google Play Developer tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Google Play Developer, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Google Play Developer tools were called, what data was returned, and how it influenced the final answer
Google Play Developer + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Google Play Developer MCP Server delivers measurable value.
Hybrid search: combine Google Play Developer real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Google Play Developer 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 Google Play Developer for fresh data
Analytical workflows: chain Google Play Developer queries with LlamaIndex's data connectors to build multi-source analytical reports
Google Play Developer MCP Tools for LlamaIndex (12)
These 12 tools become available when you connect Google Play Developer to LlamaIndex via MCP:
acknowledge_product_purchase
Acknowledge a product purchase
cancel_subscription
Cancel a user subscription
consume_product_purchase
Consume a product purchase
defer_subscription
Defer a subscription billing date
get_inapp_product
Get details for a specific in-app product
get_product_purchase
Check an in-app product purchase status
get_review
Get a specific review by ID
get_subscription_purchase
Check the status of a subscription purchase
list_inapp_products
List in-app products for the app
list_reviews
List recent user reviews for the app
refund_subscription
Refund a subscription
reply_to_review
Reply to a user review
Example Prompts for Google Play Developer in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with Google Play Developer immediately.
"Show me the 5 most recent reviews for our app."
"Check the status of subscription token 'abc123xyz' for SKU 'pro_monthly'."
"Refund the subscription linked to token 'refund789' immediately."
Troubleshooting Google Play Developer MCP Server with LlamaIndex
Common issues when connecting Google Play Developer to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpGoogle Play Developer + LlamaIndex FAQ
Common questions about integrating Google Play Developer 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 Google Play Developer 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 Google Play Developer to LlamaIndex
Get your token, paste the configuration, and start using 12 tools in under 2 minutes. No API key management needed.