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Real-time messaging with WebSocket connections and pub/sub patterns.

Run Playwright tests at scale with cloud-hosted browsers and integrated Azure portal reporting.

Automate Atlassian tasks via Rube MCP (Composio). Always search tools first for current schemas.

Azure Resource Manager SDK for Microsoft Playwright Testing in .NET.

Complete mass spectrometry analysis platform. Use for proteomics workflows feature detection, peptide identification, protein quantification, and complex LC-MS/MS pipelines. Supports extensive file formats and algorithms. Best for proteomics, comprehensive MS data processing. For simple spectral comparison and metabolite ID use matchms.

Automatize tarefas do Geoapify via Rube MCP (Composio). Sempre pesquise ferramentas primeiro para os esquemas atuais.

Azure Resource Manager SDK for Azure SQL in .NET.

Master proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design to build maintainable, testable, and scalable systems.

Automate Brex Staging tasks via Rube MCP (Composio). Always search tools first for current schemas.

Deep learning framework (PyTorch Lightning). Organize PyTorch code into LightningModules, configure Trainers for multi-GPU/TPU, implement data pipelines, callbacks, logging (W&B, TensorBoard), distributed training (DDP, FSDP, DeepSpeed), for scalable neural network training.

Quick reference for pipe and flow. Use when user needs to chain functions, compose operations, or build data pipelines in fp-ts.

Comprehensive toolkit for preparing ISO 13485 certification documentation for medical device Quality Management Systems. Use when users need help with ISO 13485 QMS documentation, including (1) conducting gap analysis of existing documentation, (2) creating Quality Manuals, (3) developing required procedures and work instructions, (4) preparing Medical Device Files, (5) understanding ISO 13485 req