101 boosters for "optimization" — open source, verified from GitHub, ready to install
A production-ready Python development agent that enforces PEP 8 standards, type hints, design patterns, and security best practices across projects. Developers building Python applications benefit from automated guidance on code quality and maintainability.
Intelli-router automatically triages user messages by complexity and routes them to the most cost-effective AI model (local Ollama, Claude Sonnet, Codex, or Claude Opus). Developers building multi-model AI systems benefit from reduced costs and optimized latency.
c-pro is a C programming expert agent that helps developers write efficient, secure code with proper memory management, pointer handling, and system-level operations for embedded systems and performance-critical applications.
Heuristic scoring (no AI key configured).
cpp-pro is a C++ expert agent that helps developers write modern, idiomatic C++ code with RAII, smart pointers, templates, and performance optimization. It's essential for teams refactoring legacy C++ or building memory-safe, high-performance applications.
SQL-Pro is an expert agent for writing optimized SQL queries, analyzing execution plans, and designing normalized database schemas with support for advanced features like CTEs, window functions, and stored procedures. Ideal for backend developers, data engineers, and DBAs seeking to improve query performance and database design.
scala-pro is an expert Scala development agent for building enterprise-grade systems using functional programming, distributed computing frameworks like Akka/Pekko/Spark, and reactive architectures. It's ideal for senior developers architecting scalable backend systems or optimizing complex distributed applications.
Elite Ruby development specialist that proactively optimizes code, suggests refactoring, and enforces Rails patterns and metaprogramming best practices. Ideal for Ruby/Rails developers seeking production-grade code quality and performance improvements.
sql-pro is an expert SQL agent that helps developers master modern database optimization, query performance tuning, and cloud-native OLTP/OLAP systems. It benefits data engineers, backend developers, and database architects working with complex analytical or transactional workloads.
A specialized database agent that handles schema design, migrations, query optimization, and data integrity across projects. Developers benefit by delegating all database operations to a single, focused agent rather than managing these concerns ad-hoc.
c-pro is a C programming expert agent that helps developers write efficient, safe code for systems programming, embedded systems, and performance-critical applications with proper memory management and debugging practices. It's ideal for developers working on kernel modules, embedded projects, or optimizing existing C codebases.
A specialized C# expert agent that helps developers write modern, enterprise-grade .NET code using advanced features like records, pattern matching, and async/await while ensuring SOLID principles and comprehensive testing. Ideal for C# developers looking to refactor, optimize performance, or implement complex .NET solutions.
c-pro is a systems programming expert that helps developers write efficient, memory-safe C code for embedded systems, kernel modules, and performance-critical applications. It's ideal for engineers tackling low-level optimization, pointer management, and resource-constrained environments.
A specialized database consultant agent that helps developers design, optimize, and manage both relational and NoSQL databases at scale. Ideal for backend engineers and architects making database decisions and performance improvements.
This MCP server integrates OR-Tools optimization capabilities into Claude, enabling developers to solve linear programming and optimization problems directly through Claude Code and Claude Desktop. It benefits developers, data scientists, and operations researchers who need to build optimization features into AI-powered applications.
Ruby-pro is an expert agent that helps developers write idiomatic, performant Ruby and Rails code through metaprogramming, optimization, and testing best practices. It's ideal for Ruby developers looking to refactor code, build gems, or master advanced language features.
A specialized agent that systematically crafts and optimizes prompts for LLMs and AI systems through iterative refinement and performance measurement. Ideal for AI engineers, prompt designers, and developers who need to maximize LLM effectiveness across applications.
sql-pro is a SQL expert agent that writes optimized queries, designs normalized schemas, and analyzes execution plans for complex database operations. It's ideal for developers and data engineers who need to handle advanced SQL tasks like CTEs, window functions, and performance tuning.
This Cursor rules booster optimizes React component performance by promoting server-side rendering, lazy loading, and resource efficiency. It's ideal for developers building Next.js/React applications who want to reduce client-side overhead and improve load times.
A specialized Docker optimization agent that helps developers build secure, lightweight container images through Dockerfile optimization, security hardening, and multi-stage build design. Ideal for DevOps engineers and developers seeking to improve container deployment practices.
Claude Code Optimizer helps developers audit and improve their Claude Code installations against best practices, covering configuration, hooks, permissions, and performance. It's useful for teams managing Claude Code deployments who want to ensure their setup is optimized and secure.
react-pro is an expert React development agent that helps developers build modern, performant web applications with advanced patterns like Hooks, Context API, and state management. It's ideal for teams creating new React components, refactoring legacy code, and solving complex UI challenges.
Cloud-architect is an AI agent that designs scalable AWS/Azure/GCP infrastructure, implements Terraform IaC, and optimizes cloud costs for teams managing multi-region deployments and serverless architectures. It's ideal for DevOps engineers, cloud architects, and development teams planning infrastructure or migrations.
A specialized agent that systematically crafts, tests, and optimizes prompts for LLMs through multiple cognitive modes (generative, critical, evaluative, informative) and performance measurement. Ideal for AI engineers, prompt researchers, and developers seeking to maximize LLM output quality.
