127 boosters for "rag" — open source, verified from GitHub, ready to install
Safarnak cursor rules provide comprehensive AI-assisted development guidelines for a full-stack, offline-first travel app built with Expo React Native, Cloudflare Workers, and GraphQL. Developers building complex mobile apps with multi-storage architectures and real-time features will benefit from these opinionated, production-tested rules.
QA agent that generates pytest tests and improves test coverage for da_vinci packages, helping developers ensure code quality and reduce manual testing effort.
The Pensieve MCP Server enables Claude to examine and retrieve stored memories using vector search (Qdrant), making it ideal for developers building AI applications that need persistent, searchable memory across conversations.
An AI agent that builds and modifies user interfaces using shadcn/ui components and blocks, enabling developers to rapidly create beautiful, functional UIs with React, TypeScript, and Tailwind CSS.
SDET is a skill that enables AI assistants to design and build comprehensive test automation infrastructure, including end-to-end tests, coverage analysis, and testing strategy. It benefits developers who need robust automated testing frameworks and QA engineers seeking to identify and close testing gaps.
Sam is a Senior QA Engineer agent specializing in test automation, accessibility validation, and performance testing for video streaming applications, helping teams achieve enterprise-level quality with 90% coverage and WCAG compliance.
An expert AI engineer agent that helps developers build production-ready LLM applications, RAG systems, and intelligent agents with deep knowledge of modern AI stacks. Ideal for teams building chatbots, AI-powered features, and enterprise AI integrations.
Copilot instructions for a full-stack wealth portfolio RAG agent that enables natural language querying across MongoDB and MySQL databases using LangChain and OpenAI. Developers building AI-assisted financial applications benefit from this structured guidance on integrating multi-database queries with modern AI frameworks.
A recursive RAG (Retrieval-Augmented Generation) MCP server that integrates with Cursor IDE to enable intelligent code retrieval and context optimization through vector embeddings and a rules optimizer. Developers using Cursor can leverage this to enhance code understanding, documentation retrieval, and AI-assisted development workflows.
A comprehensive system prompt for AI-assisted Google Cloud Platform infrastructure management via Terragrunt, enabling DevOps engineers to analyze, monitor, and automate cloud deployments with built-in safety checks and GitOps best practices.
Heuristic scoring (no AI key configured).
An MCP server that enables semantic code search and API reference lookup for the Immersive Web SDK (WebXR) using RAG with vector embeddings, allowing Claude to intelligently retrieve and reference XR development resources.
DeepMemoryMCP provides Claude with persistent long-term memory capabilities via SQLite, enabling AI assistants to retain and retrieve information across sessions. Developers building conversational AI systems, chatbots, and autonomous agents benefit from maintaining context and knowledge over time.
A specialized RAG system prompt for 雨燕租车 (Swift Car Rental) that guides AI assistants to provide accurate, context-aware responses about car rental services, driver onboarding, and platform policies. Ideal for developers building customer support or internal knowledge systems for ride-sharing rental platforms.
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.
PostKit provides PostgreSQL-native SQL functions for identity management, access control, configuration versioning, usage metering, and job queues—ideal for developers building multi-tenant applications or complex backend systems with PostgreSQL.
A tenant-specific RAG service that enables voice assistants to search and answer questions using company-supplied knowledge (locations, hours, contact info). Useful for SaaS platforms serving multiple companies with shared LLM infrastructure.
A model-agnostic system prompt implementing the Higgs Universal Memory Contract (UMC)—a governance protocol for AI assistants to manage scoped, auditable memory across multi-agent systems while preventing information leakage between sessions and clients.
This MCP server enables developers to query and manipulate local databases using natural language instead of writing SQL, bridging the gap between conversational AI and database operations. It's useful for developers who want to integrate natural language database interactions into Claude-powered applications.
Unified Canvas enables AI assistants to create, edit, and export PowerPoint and Word documents with live visual drag-and-drop editing, supporting both new presentations from templates and modifications to existing PPTX files via OOXML.
An MCP Server that enables secure payment management through encrypted card storage and crypto wallet integration for AI assistants. Useful for developers building financial applications with Claude that require secure transaction handling.
API-Client is a Copilot instruction set that helps developers test and debug APIs directly from VS Code with request storage, colorized output, and CLI commands. It benefits backend developers, API testers, and anyone who frequently works with HTTP endpoints.
