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A comprehensive DevOps toolkit that provides 56 essential infrastructure tools through AI-enabled MCP (Model Context Protocol) servers. Ship runs all tools securely in containers via Dagger, eliminating local dependencies. Ship is primarily an MCP framework for building AI assistant integrations, with optional CLI capabilities for direct usage.

Integrates with MongoDB Atlas to enable creating and managing database resources including clusters, network access, users, and connection strings using TypeScript and the MongoDB Atlas API.

A straight-forward CLI wrapper that monitors and captures output from any running command and exposes it as an MCP server. Perfect for development workflows where you need to access server logs, build output, or any process output.

Transforms Deco site loaders into dynamic tools by extracting schemas from metadata, enabling seamless discovery and invocation of website capabilities through Server-Sent Events

Enables data analysis and visualization by integrating with pandas, scikit-learn, matplotlib, and seaborn libraries for dataset exploration, statistical analysis, and chart generation

Search and retrieve context from local files for RAG.