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MCP server for dynamic and reflective problem-solving through structured, step-by-step thinking. Break down complex problems, revise thoughts, branch reasoning paths, and maintain context across multiple steps.

Integrate Cerebras high-speed AI models (powered by Wafer-Scale Engines) into your application using Vercel's AI SDK. Generate text, stream responses, and leverage ultra-fast inference with models like Llama 3.3 70B.

Analyze and troubleshoot GitOps pipelines managed by Flux Operator on Kubernetes clusters. Diagnose HelmReleases, Kustomizations, and Flux resources with detailed root cause analysis.

Conduct strict code review for AgentScope framework PRs following lazy loading, encapsulation, security, testing, and documentation standards

Development workflow for ha-legacy-gsm-sms addon with strict file isolation rules, surgical editing requirements, and multi-variant addon management. Ensures test/production addon differences are preserved.

Build and develop a Tetris game using React, TypeScript, and Vite. Handles game logic, rendering, controls, and state management following the project's architecture patterns.

Expert guidance for working with the real-time cryptocurrency DEX data aggregation service. Handles multi-source data fetching, caching, WebSocket updates, and API development for Solana meme coin data.

Development guidance for Better-T-Stack monorepo with React 19, Hono, ORPC, PostgreSQL, and Better Auth

Guides AI through building a Korean YouTube trending video analysis system with collection, velocity analysis, and AI-powered content generation using PostgreSQL, FastAPI, and Claude.

Expert guidance for real-time audio plugin development with JUCE 8. Enforces RT-safe DSP patterns, STFT masking pipeline, and lock-free threading. Ensures zero-allocation processBlock and sub-5ms paint-to-audio latency.

Sophisticated multi-agent AI system for crawling, processing, and generating content using LangGraph orchestration, FastAPI backend, and Next.js frontend with dependency injection architecture.

Expert guidance for working with the BDNS Web Application - a high-performance Spanish Government Grants Database search system with PostgreSQL mirror, real-time sync, and advanced search capabilities.

Expert assistant for the SVGallery generative gallery app with Ring, Spline, Cursor Trail, and Shuffle display modes using Three.js and Canvas

Expert guide for working with a Next.js 15 Latin-Dutch vocabulary quiz app with extreme performance optimizations, client-side architecture, and shadcn/ui components.

Build MLB game prediction applications with automated ML workflows, real-time data integration, and interactive bracket systems. Handles daily predictions, weather data, team/pitcher stats, and playoff brackets.

Generate production-ready FastAPI projects with SQLite, Alembic migrations, layered architecture, comprehensive tests, and best practices for interviews and rapid prototyping.

Expert guidance for Vue 3 + Three.js voxel builder with WebGPU support, urban visualization, and modern lighting. Handles voxel engine, CityJSON integration, and WebGPU patterns.

Expert assistant for the Camera Collector application, a FastAPI-based vintage camera cataloging system. Provides guidance on architecture, debugging, maintenance, and feature development following the project's layered architecture and best practices.

Expert guidance for developing and maintaining the ClaudeWebUI-Docker project - a Docker-containerized Claude Web UI application with React frontend, Express backend, WebSocket communication, and integrated terminal/file management.

Expert AI assistant for the KI-SYSTEM smart home automation platform. Helps with development, debugging, ML models, platform integrations (Home Assistant/Homey), and bathroom automation features.