Appbot MCP Server
Analyze app reviews and sentiment with Appbot — track user feedback, ratings, and topics across iOS and Android via AI.
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What is the Appbot MCP Server?
The Appbot MCP Server gives AI agents like Claude, ChatGPT, and Cursor direct access to Appbot via 10 tools. Analyze app reviews and sentiment with Appbot — track user feedback, ratings, and topics across iOS and Android via AI. Powered by the Vinkius - no API keys, no infrastructure, connect in under 2 minutes.
Built-in capabilities (10)
Tools for your AI Agents to operate Appbot
Ask your AI agent "List all my apps tracked in Appbot." and get the answer without opening a single dashboard. With 10 tools connected to real Appbot data, your agents reason over live information, cross-reference it with other MCP servers, and deliver insights you would spend hours assembling manually.
Works with Claude, ChatGPT, Cursor, and any MCP-compatible client. Powered by the Vinkius - your credentials never touch the AI model, every request is auditable. Connect in under two minutes.
Why teams choose Vinkius
One subscription gives you access to thousands of MCP servers - and you can deploy your own to the Vinkius Edge. Your AI agents only access the data you authorize, with DLP that blocks sensitive information from ever reaching the model, kill switch for instant shutdown, and up to 60% token savings. Enterprise-grade infrastructure and security, zero maintenance.
Build your own MCP Server with our secure development framework →Vinkius works with every AI agent you already use
…and any MCP-compatible client


















Appbot MCP Server capabilities
10 toolsRetrieve Appbot account details and connection status
Get complete details for a single specific review
Retrieve reviews associated with a specific custom topic
List all apps tracked by your team in Appbot
List countries available for filtering reviews
List user-defined custom topics set up in the Appbot dashboard
List all languages supported by Appbot for sentiment analysis
Use sentiment, starRating, or keyword filters to narrow down the results. Useful for sentiment analysis and bug reporting. List reviews for a specific app with optional filtering
List standard topics identified in app reviews by Appbot AI
List app versions detected in the app reviews
What the Appbot MCP Server unlocks
The Appbot MCP Server provides deep insights into your app's user feedback. By connecting your Appbot account to your AI agent, you can programmatically retrieve reviews, analyze sentiment trends, and identify key topics from your iOS, Android, and other platform reviews using natural language.
What you can do
- Review Retrieval — List and filter reviews by app, sentiment, star rating, or specific keywords.
- Sentiment Analysis — Quickly gauge the overall tone of user feedback (positive, negative, neutral, mixed).
- Topic Identification — Discover common themes in your reviews with standard and custom topics.
- Version Tracking — Monitor feedback for specific app versions to evaluate new releases.
- Global Insights — Filter reviews by country and language to understand your global audience.
How it works
1. Subscribe to this server
2. Provide your Appbot API Key (Username) and API Secret (Password)
3. Start analyzing app reviews and user sentiment through your AI chat interface.
Who is this for?
- Product Managers — Evaluate the reception of new features and identify pain points from user reviews.
- Customer Support Leads — Monitor sentiment and identify emerging issues before they escalate.
- App Developers — Track technical feedback and bug reports surfaced in app store reviews.
Frequently asked questions about the Appbot MCP Server
How do I find my Appbot API credentials?
Log in to your Appbot dashboard, go to your team settings, and navigate to the API section. You can generate an API Key which consists of a Username and a Password.
Can I filter reviews for a specific app version?
Yes, you can use the list_versions tool to see detected versions and then use the list_reviews tool with the version filter to see feedback for that specific release.
What types of sentiment does Appbot detect?
Appbot classifies reviews into four sentiment categories: positive, negative, neutral, and mixed. You can filter reviews using these categories in the list_reviews tool.
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Give your AI agents the power of Appbot MCP Server
Production-grade Appbot MCP Server. Verified, monitored, and maintained by Vinkius. Ready for your AI agents — connect and start using immediately.






