135 boosters for "RAG" — AI-graded, open source, ready to install
Cursor Rules for rag_demo
A Cursor-integrated ruleset that enforces React best practices and modern patterns for Next.js applications, helping developers write cleaner, more maintainable component code.
An MCP server that integrates Claude with Atlassian Confluence, enabling AI assistants to read, search, and interact with Confluence pages and spaces directly. Useful for teams wanting to leverage AI for documentation management, content retrieval, and automation within their Confluence instances.
A testing specialist agent that writes comprehensive, meaningful tests and debugs failing test suites, with built-in knowledge of modern testing stacks (Vitest, Testing Library, MSW, Playwright). Developers use it to improve test coverage, catch real bugs, and maintain test-driven development practices.
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.
An agent specialized in integrating multiple AI providers (OpenAI, Anthropic, Google AI) with expertise in prompt engineering, embeddings, RAG implementation, and error handling. Ideal for developers building multi-LLM applications who need standardized integration patterns and fallback strategies.
Cursor Rules for Astro projects that provides best-practice guidelines for leveraging Astro's modern features like View Transitions, content collections, server endpoints, and hybrid rendering. Developers using Astro with Cursor IDE benefit from automated code suggestions aligned with these patterns.
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.
MCP Server that enables a Superpowers skill system for Zed Agent with auto-injection and dynamic loading capabilities. Developers using Zed Editor with Claude integration can leverage this to extend agent capabilities through a modular skills framework.
Heuristic scoring (no AI key configured).
This Cursor rules booster instructs AI agents to leverage the Hytopia MCP Server for accurate SDK guidance and game development examples. It's designed for developers building games with the Hytopia SDK who need reliable, up-to-date implementation assistance.
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 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.
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.
Alex is a full-stack testing and debugging agent that helps developers write and run unit, integration, and end-to-end tests while debugging across frontend, backend, and third-party integrations. Full-stack engineers and QA teams benefit from streamlined test development and coverage analysis.
A multi-tenant voice assistant platform that handles speech-to-text, RAG-based retrieval, and text-to-speech synthesis to answer company-specific questions. Useful for developers building customer-facing IVR systems or voice interfaces.
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.
A production-grade system prompt for building a security-hardened RAG (Retrieval-Augmented Generation) document Q&A platform with JWT auth, multi-tenant isolation, and Gemini integration. Ideal for teams building enterprise-ready AI assistants that prioritize security and observability.
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.
This MCP server enables AI assistants to read, search, and interact with any MediaWiki wiki (Wikipedia, internal wikis, etc.), allowing LLMs to access and leverage wiki content programmatically. Developers and organizations using MediaWiki instances benefit from seamless AI integration for knowledge retrieval and automation.
A comprehensive Windsurf rules configuration for the kde_colors project that enforces code quality standards, documentation requirements, and development best practices including type hints, test coverage (80%), design patterns, and modern Python tooling (uv, ruff, mypy). Developers working on kde_colors will benefit from standardized code quality and consistent development workflows.
An expert agent for building production-ready MCP servers and clients in Go, helping developers leverage the Model Context Protocol SDK with deep architectural knowledge and best practices.
