108 boosters for "RAG" — AI-graded, open source, ready to install
A persona-based booster that enables AI assistants to assume specialized roles from a persona library, allowing developers to leverage pre-configured expertise for different coding tasks and workflows.
An MCP server that integrates DBT Semantic Layer API capabilities into Claude, enabling developers to query semantic models and metrics directly from their AI assistant. This tool is valuable for analytics engineers and data teams using DBT who want to leverage AI for semantic layer exploration and insights.
DeployGuard is a Python CLI tool that audits Foundry deployment scripts for security vulnerabilities and best practices, helping developers catch CPIMP vulnerabilities and ensure proper test coverage before deployment. It's designed for Cursor users who want automated security checks integrated into their development workflow.
Official MCP client for Buildable, an AI-powered development platform that integrates with Cursor and Claude to streamline project planning and automation. Developers using Claude-based IDEs can leverage this to manage and build projects more efficiently.
Copilot instructions for building a synchronous document database in Google Apps Script using Google Drive as storage, following TDD and SOLID principles. Useful for developers building database solutions within Google's ecosystem, though implementation complexity is high.
Helps project managers and team leads quickly assess repository health by identifying blockers in issues/PRs, syncing Google Drive documents, and managing team assignments. Useful for teams coordinating structural biology projects with mixed version control and cloud storage workflows.
A system prompt that enables LLM integration into Godot games by acting as a game master, handling JSON-formatted interactions and NPC dialogue. Game developers using Godot can leverage this to add AI-driven narrative and dialogue systems to their projects.
Heuristic scoring (no AI key configured).
This MCP server bridges GitHub-hosted Obsidian vaults with AI assistants, enabling seamless access, search, and analysis of your personal knowledge base. It's ideal for developers and knowledge workers who want to leverage AI for querying and interacting with their Obsidian notes directly.
Driflyte MCP Server is a web-crawler integration for Claude that enables AI models to fetch and process web content through the Model Context Protocol. It's useful for developers building RAG systems, AI agents, and LLM applications that need real-time web data access.
A code review skill that validates pull requests across multiple languages (Python, JavaScript, TypeScript, React) against acceptance criteria, checking correctness, security, maintainability, and test coverage. Developers and code reviewers use this to ensure quality and consistency before merging.
gas-gpt-starter is a ready-to-deploy starter kit that enables Google Sheets users to leverage OpenAI's GPT models through a custom CHATGPT() function, eliminating the need for custom development. It benefits Google Workspace users and developers who want to quickly integrate AI capabilities into their spreadsheets.
This MCP server enables developers to manage Supabase projects comprehensively, including database operations, authentication, storage, realtime features, and migrations directly through Claude and Cursor. It's ideal for full-stack developers building applications with Supabase who want AI-assisted project management and automation.
DermaSwarm is a multi-agent AI system that assists dermatologists in diagnosing and treating skin conditions by cross-referencing peer-reviewed research and generating structured treatment plans. It's designed for healthcare professionals seeking evidence-based dermatological decision support.
A Cursor-specific prompt that enforces clean code practices by prohibiting unnecessary comments, encouraging developers to write self-documenting code. Useful for teams prioritizing code clarity over explanatory comments.
A production-grade agentic chatbot server built in Rust with multi-provider LLM support, tool calling, RAG, MCP integration, and advanced research capabilities
Copilot instructions for the Agentic RAG Demo project that provides context about an Azure-based RAG system with SharePoint integration, helping developers understand the codebase architecture and key components. Developers working on or extending this enterprise document processing system benefit from having immediate project context available.
Enforce test-driven development workflow. Write tests FIRST, then implement minimal code to pass. Ensure 80%+ coverage.
Image Publisher enables Claude to upload local images to GitHub or S3-compatible storage services and return shareable URLs. Developers and content creators benefit from automating image hosting workflows directly within Claude Code.
Use this agent for real-time social media engagement, trending topic leverage, and viral tweet creation. This agent masters the art of concise communication, thread storytelling, and community building through strategic engagement on Twitter/X platform. @base-config.yml
Xc MCP is an MCP server that integrates Xcode command-line tools into Claude, enabling iOS/macOS developers to automate builds, testing, and development workflows directly through AI-assisted interactions. It's ideal for developers working on Apple platforms who want to leverage AI for build automation and CLI tool orchestration.
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.
PaungPhet provides Laravel and Filament copilot instructions for building a modern wedding invitation application, helping developers leverage Laravel 12 and Filament v4.1 best practices.
A QA Engineer agent that creates and validates comprehensive test suites with structured coverage analysis, prioritized test case identification, and enforced quality gates. Developers and QA teams benefit from automated test scaffolding and coverage verification across projects.
