A AWS Data Processing Data processing and transformation services. by docker ✓ · mcp · 32 tools · installable AnalyticsMCP Servers A AWS S3 Tables Manage S3 Tables for analytics. by docker ✓ · mcp · 16 tools · installable AnalyticsMCP Servers A Amazon Redshift Data warehouse operations and queries. by docker ✓ · mcp · 6 tools · installable AnalyticsMCP Servers E Essentials Lab A Ubuntu 24.10 lab packed with all the essentials to code, host, build, and develop, with by selfmade ✓ · app · ready DevelopmentIDE & Code ServerWeb Servers J Java Dev Server Java Development Server: Code, host, build, develop with root access over the browser by selfmade ✓ · app · builds on install DevelopmentDesktop & GUIIDE & Code Server J Jupyter Lab JupyterLab is a web-based interactive environment for notebooks, code, and data, streamlin by selfmade ✓ · app · builds on install Data ScienceAI & LLMMachine Learning M Metabase A comprehensive MCP server for Metabase with 70+ tools. by docker ✓ · mcp · 28 tools · installable AnalyticsMCP Servers M MySQL WebBench MySQL WebBench is an advanced MySQL GUI that provides full MySQL Workbench capabilities ac by selfmade ✓ · app · builds on install Database ToolsDatabasesDesktop & GUI Q Qdrant Qdrant is a vector search engine and vector database. It stores, manages, and searches hig by selfmade ✓ · app · ready Vector & EmbeddingsAI & LLMSearch U Ubuntu Jammy LTS Ubuntu Desktop GUI Lab: Code, host, build, develop with root access over the browser by selfmade ✓ · app · ready Desktop & GUIOperating SystemsDevelopment V Vizro provides tools and templates to create a functioning Vizro chart or dashboard step by step by docker ✓ · mcp · 6 tools · installable AnalyticsMCP Servers