139 boosters for "RAG" — AI-graded, open source, ready to install
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.
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.
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.
This MCP server integrates Jenkins CI/CD pipelines with Claude, enabling AI-assisted automation of build, test, and deployment workflows. It benefits DevOps engineers and developers who want to leverage AI for Jenkins management and troubleshooting.
A specialized agent that intelligently researches, validates, and categorizes knowledge sources for AI systems, determining optimal storage methods (URL references, local extracts, or embeddings) using parallel web scraping. Ideal for developers building knowledge-intensive agent systems who need automated source curation and validation.
This booster provides Copilot instructions for a Node.js RAG (Retrieval-Augmented Generation) customer support system, helping developers integrate intelligent document-based chat functionality with best practices for async/await, logging, and error handling.
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.
Devlog MCP Server enables AI assistants like Claude to integrate with Devlog for knowledge management and development tracking via the Model Context Protocol. It's useful for developers who want to leverage AI for accessing and managing their development logs.
A lightweight production-ready RAG system prompt that integrates contextual chunking and vector retrieval via Chroma, designed for developers building AI-enhanced code editors and IDEs. Developers working with Claude, ChatGPT, or Cursor who need retrieval-augmented generation without heavy infrastructure will benefit from this ready-to-deploy foundation.
An MCP server that enables AI-powered trading strategy development with backtesting, market data integration, and portfolio analysis capabilities. Useful for traders and financial developers seeking to leverage AI for quantitative strategy development.
php-pro is a specialized agent that helps developers write high-performance, idiomatic PHP code using modern language features like generators, SPL data structures, and PHP 8+ syntax. It's ideal for teams building memory-efficient applications and wanting to leverage advanced PHP patterns and best practices.
A Cursor rules prompt that directs AI agents to leverage the Hytopia MCP Server for SDK guidance and game development examples, enabling developers to build games with up-to-date Hytopia documentation and best practices.
A Cursor rules booster that configures an AI agent to leverage the Hytopia MCP Server for SDK guidance and game development examples. Developers building games with Hytopia SDK in Cursor will benefit from direct access to up-to-date documentation and tools.
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.
Copilot instructions for an AI-powered student Q&A assistant that uses LangChain and RAG to answer questions based on uploaded course materials. Ideal for educators implementing AI tutoring tools and students seeking supplementary learning support.
Copilot instructions for nanocloud, a mini cloud storage app built with Express, React, and AWS S3. Helps developers working on the Cloudrave internship project navigate architecture, authentication, file upload flows, and environment configuration.
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.
This MCP server integrates BrowserStack's Design Stack into AI assistants, enabling developers to search components, access documentation, and leverage design system guidance directly within Claude and Claude Code. It's valuable for teams using BrowserStack who want AI-assisted design system adoption and component discovery.
This Cursor rules booster guides AI agents to leverage the Hytopia MCP Server for accurate SDK assistance and game development, ensuring developers build games correctly without scope creep. It's ideal for teams building games with Hytopia who want consistent, tool-driven AI assistance.
