AppTweak MCP Server for OpenAI Agents SDK 9 tools — connect in under 2 minutes
The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect AppTweak through Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails. no manual schema definitions required.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerStreamableHttp
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
async with MCPServerStreamableHttp(
url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
) as mcp_server:
agent = Agent(
name="AppTweak Assistant",
instructions=(
"You help users interact with AppTweak. "
"You have access to 9 tools."
),
mcp_servers=[mcp_server],
)
result = await Runner.run(
agent, "List all available tools from AppTweak"
)
print(result.final_output)
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 AppTweak MCP Server
Connect your AppTweak account to your AI agent to unlock enterprise-grade App Store Optimization (ASO) directly from your chat workflow. Skip the heavy dashboards and ask your agent to fetch keyword intelligence, track competitor movements, and monitor your app's reviews in real time.
The OpenAI Agents SDK auto-discovers all 9 tools from AppTweak through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries AppTweak, another analyzes results, and a third generates reports, all orchestrated through Vinkius.
What you can do
- App Intelligence — Retrieve full app metadata, category histories, and estimated downloads privately across iOS and Android stores
- Keyword Strategy — Request smart keyword suggestions, analyze search volumes, and track exact ranking positions for any given keyword
- Review Sentiment — Fetch direct user reviews and analyze aggregated sentiment to identify trending feature requests or emerging bugs
- Market Analysis — Pull the "Top Charts" of any category to identify leading apps and emerging market competitors instantly
The AppTweak MCP Server exposes 9 tools through the Vinkius. Connect it to OpenAI Agents SDK 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 AppTweak to OpenAI Agents SDK via MCP
Follow these steps to integrate the AppTweak MCP Server with OpenAI Agents SDK.
Install the SDK
Run pip install openai-agents in your Python environment
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com
Run the script
Save the code above and run it: python agent.py
Explore tools
The agent will automatically discover 9 tools from AppTweak
Why Use OpenAI Agents SDK with the AppTweak MCP Server
OpenAI Agents SDK provides unique advantages when paired with AppTweak through the Model Context Protocol.
Native MCP integration via `MCPServerSse`, pass the URL and the SDK auto-discovers all tools with full type safety
Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure
Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate
First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output
AppTweak + OpenAI Agents SDK Use Cases
Practical scenarios where OpenAI Agents SDK combined with the AppTweak MCP Server delivers measurable value.
Automated workflows: build agents that query AppTweak, process the data, and trigger follow-up actions autonomously
Multi-agent orchestration: create specialist agents. one queries AppTweak, another analyzes results, a third generates reports
Data enrichment pipelines: stream data through AppTweak tools and transform it with OpenAI models in a single async loop
Customer support bots: agents query AppTweak to resolve tickets, look up records, and update statuses without human intervention
AppTweak MCP Tools for OpenAI Agents SDK (9)
These 9 tools become available when you connect AppTweak to OpenAI Agents SDK via MCP:
get_app_metadata
Provide either the Apple App Store numeric ID or the Google Play Store package name. Identifies core app properties and performance indicators. Get complete app metadata from AppTweak including title, developer, rating, reviews, category, and version
get_app_reviews
Valuable for sentiment analysis, feature requests, and bug reports from actual users. Get app reviews from users via AppTweak
get_category_rankings
Helps diagnose the impact of feature updates or acquisition campaigns. Get app category ranking history from AppTweak
get_download_estimates
Essential for competitor analysis. Get estimated download numbers for an app from AppTweak
get_keyword_rankings
Get keyword rankings for an app on AppTweak (position, volume, KEI)
get_keyword_suggestions
Crucial for optimizing organic search visibility on App Store and Google Play. Get ASO keyword suggestions for an app on AppTweak
get_keyword_volume
Useful to find "sweet spot" keywords with high volume and low difficulty. Get search volume and difficulty for a specific AppTweak keyword
get_review_stats
Good for high-level app health. Get review statistics from AppTweak (rating distribution, sentiment)
get_top_charts
Get top charts for a category via AppTweak (top free/paid/grossing apps)
Example Prompts for AppTweak in OpenAI Agents SDK
Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with AppTweak immediately.
"Get the general App Store metadata for Spotify (ID: 324684580)."
"Find 5 good keyword suggestions for a 'Habit Tracker' app and get their volume and difficulty."
"Can you summarize the sentiment of the last 20 Google Play reviews for Tinder?"
Troubleshooting AppTweak MCP Server with OpenAI Agents SDK
Common issues when connecting AppTweak to OpenAI Agents SDK through the Vinkius, and how to resolve them.
MCPServerStreamableHttp not found
pip install --upgrade openai-agentsAgent not calling tools
AppTweak + OpenAI Agents SDK FAQ
Common questions about integrating AppTweak MCP Server with OpenAI Agents SDK.
How does the OpenAI Agents SDK connect to MCP?
MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.Can I use multiple MCP servers in one agent?
MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.Does the SDK support streaming responses?
Connect AppTweak 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 AppTweak to OpenAI Agents SDK
Get your token, paste the configuration, and start using 9 tools in under 2 minutes. No API key management needed.