Unleash the Power of 神岛数据 with UBOS Asset Marketplace’s MCP Server

In the rapidly evolving landscape of AI-driven applications, accessing and interpreting data efficiently is paramount. The UBOS Asset Marketplace introduces a game-changer: the Model Context Protocol (MCP) Server for 神岛平台. This powerful server acts as a crucial bridge, providing seamless access to a wealth of data, including user profiles, map information, and comprehensive statistical data. Whether you’re building AI Agents, analyzing user behavior, or optimizing gaming experiences, the MCP Server unlocks a treasure trove of insights.

What is MCP and Why It Matters?

Model Context Protocol (MCP) is more than just a buzzword; it’s a standardized open protocol that revolutionizes how applications provide context to Large Language Models (LLMs). Think of it as a universal translator between your AI models and the external world. The MCP Server, in this context, serves as the interpreter, ensuring that AI models can effectively access and understand the data they need to perform their tasks.

The UBOS Advantage: Full-Stack AI Agent Development

The UBOS platform is designed as a full-stack AI Agent development environment. It goes beyond simply providing access to data; it empowers businesses to orchestrate AI Agents, connect them with enterprise data, build custom AI Agents using their LLM models, and even create sophisticated Multi-Agent Systems. The MCP Server within the UBOS Asset Marketplace perfectly complements this vision, providing a crucial data access layer for your AI initiatives.

Key Features and Benefits of the MCP Server

• Comprehensive Data Access: Gain access to a wide range of data points from 神岛平台, including user profiles, detailed map information, and rich statistical data. This comprehensive access enables you to build more informed and insightful AI applications.
• Open and Authenticated APIs: The MCP Server offers both public and authenticated APIs, providing flexibility and control over data access. Public APIs grant access to basic data without authentication, while authenticated APIs require a token for accessing more sensitive or advanced data.
• Advanced Map Analysis: Dive deep into map-related data with tools for analyzing player data, retention rates, and behavior patterns. This is invaluable for game developers and platform operators looking to optimize their user experience.
• Type Safety with TypeScript: Built with TypeScript, the MCP Server ensures type safety, providing code hints and error checking during development. This reduces the risk of errors and improves the overall quality of your code.
• Modular Design: The server’s modular design promotes maintainability and scalability. The clear code structure makes it easy to understand, modify, and extend the server’s functionality to meet evolving needs.
• Standardized Interface: Based on the MCP protocol, the server provides a standardized tool interface, ensuring compatibility with a wide range of tools and applications.
• Easy Integration: The MCP Server supports multi-platform client integration, including browsers and command-line interfaces (CLIs), making it easy to integrate into your existing workflows.

Use Cases: Transforming Industries with Data-Driven Insights

The MCP Server’s capabilities extend across a multitude of industries and use cases. Here are a few examples:

• Gaming: Enhance game development by analyzing player behavior, optimizing map design, and personalizing the gaming experience based on user data.
• Marketing: Gain insights into user demographics, preferences, and engagement patterns to create more targeted and effective marketing campaigns.
• Data Analytics: Leverage the server’s statistical data to identify trends, predict outcomes, and make data-driven decisions.
• AI Agent Development: Empower AI Agents to access and utilize real-world data, enabling them to perform more complex and intelligent tasks.
• Platform Optimization: Improve platform performance and user experience by analyzing usage patterns and identifying areas for improvement.

Diving Deeper: Available Tools and Functionality

The MCP Server offers a rich set of tools accessible through both public and authenticated APIs. Let’s explore some key examples:

Public APIs (No Authentication Required):

• getUserProfile: Retrieve detailed user profiles based on userId. This includes information such as demographics, preferences, and activity history.
• getMapInfo: Obtain comprehensive information about specific maps using mapId. This data can include map layout, features, and statistics.
• getMapCommentList: Access a list of comments associated with a particular map using contentId, limit, offset, orderBy, and contentType parameters. This allows you to gauge user sentiment and identify areas for improvement.
• getMapReleaseInfo: Retrieve release information for specific maps using contentId, limit, and offset parameters. This is crucial for tracking map updates and managing versions.
• getMapList: Search for maps using a keyword and parameters like limit, offset, and orderBy. This enables efficient map discovery and categorization.

Authenticated APIs (Token Required):

• getCommentList: Access a list of user comments using offset, limit, token, and userAgent parameters. This allows you to monitor user feedback and identify potential issues.
• getMapStatList: Retrieve statistical data for maps within a specified time range using startTime, endTime, token, and userAgent parameters. This data can include player counts, playtime, and other key metrics.
• getMapPlayerStatList: Obtain player statistics for specific maps using startTime, endTime, mapId, token, and userAgent parameters. This allows you to analyze player behavior and identify top performers.
• getMapPlayerRetention: Analyze player retention rates for specific maps using startTime, endTime, mapId, token, and userAgent parameters. This is crucial for understanding player engagement and identifying strategies to improve retention.
• getMapPlayerBehavior: Analyze player behavior patterns on specific maps using startTime, endTime, mapId, token, and userAgent parameters. This data can provide valuable insights into how players interact with the map and identify areas for optimization.

Example Client Code: Bringing the MCP Server to Life

The following TypeScript code snippets illustrate how to interact with the MCP Server using the @modelcontextprotocol/sdk:

Public API Call Example:

typescript import { Client } from “@modelcontextprotocol/sdk/client/index.js”; import { StdioClientTransport } from “@modelcontextprotocol/sdk/client/stdio.js”;

// Create transport channel const transport = new StdioClientTransport({ command: “npx”, args: [“-y”, “@smithery/cli@latest”, “run”, “@dao3fun/statistics-mcp”], });

// Initialize client const client = new Client( { name: “dao3-client”, version: “1.0.0” }, { capabilities: { tools: {} } } );

// Connect to the server await client.connect(transport);

// Get user profile (Public API) const userProfile = await client.callTool({ name: “getUserProfile”, arguments: { userId: “83354” }, });

// Get map details (Public API) const mapInfo = await client.callTool({ name: “getMapInfo”, arguments: { mapId: “100131463” }, });

console.log(JSON.parse(userProfile.content[0].text));

Authenticated API Call Example:

typescript // Authentication information const token = “YOUR_TOKEN”; const userAgent = “Mozilla/5.0 …”;

// Get map statistics (Requires authentication) const mapStats = await client.callTool({ name: “getMapStatList”, arguments: { startTime: “2025-03-29”, endTime: “2025-04-04”, token, userAgent, }, });

// Get map player retention (Requires authentication) const retention = await client.callTool({ name: “getMapPlayerRetention”, arguments: { startTime: “2025-03-29”, endTime: “2025-04-04”, mapId: “100131463”, token, userAgent, }, });

// Process the response const statsData = JSON.parse(mapStats.content[0].text);

These examples demonstrate the simplicity and power of the MCP Server, allowing you to easily access and utilize data within your applications.

Project Structure: A Well-Organized Foundation

The MCP Server boasts a clear and well-defined project structure, making it easy to navigate and understand. Here’s a breakdown:

├── index.ts # Main entry file ├── src/ # Source code directory │ ├── types/ # Type definitions │ │ └── index.ts # Shared type definitions │ ├── utils/ # Utility functions │ │ └── api.ts # API request tools │ └── tools/ # MCP tool implementation │ ├── publicTools.ts # Public API tools │ └── authTools.ts # API tools that require authentication ├── package.json # Project configuration and dependencies ├── tsconfig.json # TypeScript configuration └── README.md # Project documentation

Extending the MCP Server: Adding New API Endpoints

Adding new API endpoints to the MCP Server is a straightforward process. Follow these steps:

1. Add New Type Definitions (if needed): Define the data structures for your new API endpoint in src/types/index.ts.
2. Add Public API Tool Definition: For public APIs, add the tool definition in src/tools/publicTools.ts.
3. Add Authenticated API Tool Definition: For APIs requiring authentication, add the tool definition in src/tools/authTools.ts.

Technical Stack: Built on Solid Foundations

The MCP Server is built on a robust and modern technical stack, ensuring performance, reliability, and maintainability:

• TypeScript: Provides type safety and improved code organization.
• Model Context Protocol (MCP): Ensures standardized data access and integration.
• Zod: Used for type validation, ensuring data integrity.
• Axios: A popular HTTP client for making API requests.

Licensing: Open Source Freedom

The MCP Server is licensed under the MIT license, granting you the freedom to use, modify, and distribute the code as you see fit.

Conclusion: Empowering AI with Data Access

The UBOS Asset Marketplace’s MCP Server for 神岛平台 is a powerful tool that unlocks the potential of data-driven AI applications. With its comprehensive data access, flexible APIs, and robust technical foundation, the MCP Server empowers you to build more intelligent, insightful, and engaging experiences. Embrace the power of data and transform your AI initiatives with the MCP Server today!