An MCP server implementation that integrates with Dumpling AI to provide end-to-end data access, processing, and knowledge management capabilities. It exposes a broad suite of tools and APIs designed to be consumed by MCP clients, including data APIs for YouTube transcripts, web search, autocomplete, maps, places, news, and Google reviews. The web scraping set comprises scraping, crawling, screenshots, and structured data extraction, while the document conversion suite supports text extraction, PDF operations, and video processing. The server can extract data from documents, images, audio, and video, enabling multimodal retrieval and analysis. AI features include agent completions, knowledge base management, and image generation, with developer tools to run JavaScript and Python code in a secure environment. Error handling is automatic with detailed response formatting and input validation via Zod schemas. Installation is available via Smithery or npm, and the server relies on a Dumpling API key for authentication. The README provides concrete JSON payload examples for every tool, demonstrating how clients issue commands and receive structured results. The MCP server is positioned as a drop-in solution for Claude Desktop and other Dumpling AI-powered clients.