Bring App Store Optimization
to Pydantic AI
Create your Vinkius account to connect Appfigures to Pydantic AI and start using all 11 AI tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code. No hosting, no server setup — just connect and start using.
GDPR Free for SubscribersCompatible with every major AI agent and IDE
Gemini
What is the Appfigures MCP Server?
The Appfigures MCP Server provides your AI agent with direct access to your mobile app intelligence and store data. Gain instant insights into your app's performance across iOS, Google Play, and other major stores using simple natural language.
Key Features
- Product Management — List and search for your apps and those of your competitors across all major app stores.
- Sales & Revenue Reporting — Get detailed reports on downloads, updates, returns, and net proceeds.
- Subscription Analytics — Monitor your subscription health, churn, and active subscriber metrics.
- Review Analysis — Retrieve and analyze user feedback to identify bugs, feature requests, and sentiment.
- Rankings & Visibility — Track your daily category and keyword rankings to optimize your ASO strategy.
- Competitive Intelligence — Search and monitor any app on the market to stay ahead of the competition.
Who is this for?
- App Developers — Keep a close eye on your daily metrics and user feedback without switching between multiple dashboards.
- Product Managers — Quickly gather data for performance reviews and strategic planning using AI-assisted reporting.
- Marketing & ASO Teams — Monitor rankings and featured status to measure the impact of your campaigns and optimizations.
Built-in capabilities (11)
Verify Appfigures account connection
List linked store accounts
Get daily category and keyword rankings
Get revenue and proceeds data
Get sales data (downloads, updates, returns)
Get subscription metrics (active, churn, etc.)
Retrieve authenticated user information
Track when apps are featured on app stores
List all mobile apps in your Appfigures account
List app reviews for your products
Search for any mobile app across all supported stores
Why Pydantic AI?
Pydantic AI validates every Appfigures tool response against typed schemas, catching data inconsistencies at build time. Connect 11 tools through Vinkius and switch between OpenAI, Anthropic, or Gemini without changing your integration code. full type safety, structured output guarantees, and dependency injection for testable agents.
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Full type safety: every MCP tool response is validated against Pydantic models, catching data inconsistencies before they reach your application
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Model-agnostic architecture. switch between OpenAI, Anthropic, or Gemini without changing your Appfigures integration code
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Structured output guarantee: Pydantic AI ensures tool results conform to defined schemas, eliminating runtime type errors
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Dependency injection system cleanly separates your Appfigures connection logic from agent behavior for testable, maintainable code
Appfigures in Pydantic AI
Why run Appfigures with Vinkius?
The Appfigures connection runs on our fully managed, secure cloud infrastructure. We handle the hosting, maintenance, and security so you don't have to deal with servers or code. All 11 tools are ready to work instantly without any complex setup.
You stay in complete control of your data. Your AI only accesses the information you approve, keeping your sensitive passwords and private details completely safe. Plus, with automatic optimizations, your AI works faster and more efficiently.
* Every connection is hosted and maintained by Vinkius. We handle the security, updates, and infrastructure so you don't have to write code or manage servers. See our infrastructure
Over 4,000 integrations ready for AI agents
Explore a vast library of pre-built integrations, optimized and ready to deploy.
Connect securely in under 30 seconds
Generate tokens to authenticate and link external services in a single step.
Complete visibility into every agent action
Audit live requests, latency, success rates, and active security compliance policies.
Optimize spending and track token ROI
Analyze real-time token consumption and cost metrics detailed by connection.
Explore our live AI Agents Analytics dashboard to see it all working
This dashboard is included when you connect Appfigures using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
Appfigures and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect Appfigures to Pydantic AI through Vinkius don't need to write code, manage servers, or worry about security. Everything is pre-configured, secure, and runs automatically in the background.
Raw MCP | Vinkius | |
|---|---|---|
| Ready-to-use MCPs | Find and configure each manually | 4,000+ MCPs ready to use |
| Connection Setup | Manual coding & server setup | 1-click instant connection |
| Server Hosting | You host it yourself (needs 24/7 uptime) | 100% hosted & managed by Vinkius |
| Security & Privacy | Stored in plaintext config files | Bank-grade encrypted vault |
| Activity Visibility | Blind execution (no logs or tracking) | Live dashboard with real-time logs |
| Cost Control | Runaway AI token spend risk | Automatic budget limits |
| Revoking Access | Must delete files or code to stop | 1-click disconnect button |
How Vinkius secures
Appfigures for Pydantic AI
Every request between Pydantic AI and Appfigures is protected by our secure gateway. We automatically keep your sensitive data private, prevent unauthorized access, and let you disconnect instantly at any time.
Frequently asked questions
How do I get my Appfigures Client Key and Personal Access Token?
Go to the Appfigures Developer Settings to create an API Client Key and generate a Personal Access Token.
Can I track competitor apps with this server?
Yes, you can use the search_products tool to find and monitor any app across all supported stores, not just your own.
Which app stores are supported?
Appfigures supports iOS, Google Play, Amazon Appstore, Windows Store, and many others. If the store is linked to your Appfigures account, you can access its data.
How does Pydantic AI discover MCP tools?
Create an MCPServerHTTP instance with the server URL. Pydantic AI connects, discovers all tools, and generates typed Python interfaces automatically.
Does Pydantic AI validate MCP tool responses?
Yes. When you define result types as Pydantic models, every tool response is validated against the schema. Invalid data raises a clear error instead of silently corrupting your pipeline.
Can I switch LLM providers without changing MCP code?
Absolutely. Pydantic AI abstracts the model layer. your Appfigures MCP integration works identically with OpenAI, Anthropic, Google, or any supported provider.
MCPServerHTTP not found
Update: pip install --upgrade pydantic-ai
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