1,753 boosters for "ai" — open source, verified from GitHub, ready to install
An MCP server that enables Claude to query and interact with on-premises SQL Server databases, allowing developers to integrate legacy database systems with AI workflows without cloud migration.
FaceSwap Copilot Instructions provides a structured guide for developing a React/TypeScript face-swapping web application with real-time ML capabilities. It benefits developers building entertainment, creative, or research-focused face manipulation tools.
CatCV provides Cursor-specific AI integration rules for a React + TypeScript job posting manager, with best practices for model selection, structured outputs via Zod schemas, and prompt safety. Developers building AI-assisted recruitment tools will benefit from these production-ready patterns.
Cursor Rules for Docker containerization best practices that guide developers on container strategy, Dockerfile optimization, and security-first approaches for consistent development and production environments.
Audius MCP Atris integrates the Audius music platform with Claude through the Model Context Protocol, enabling AI assistants to access music data and functionality via STDIO. Developers building AI applications that need to interact with Audius music metadata, streaming, or platform features will find this useful.
Tailwind Designer is an MCP server that generates Tailwind CSS components and provides design inspiration, enabling developers to quickly prototype and build styled UI components within Claude environments.
Cursor rules booster providing RESTful API design standards and best practices, including resource-based URLs, HTTP methods, status codes, and NestJS implementation patterns for developers building consistent APIs.
SmartFlowAI provides Cursor-specific coding rules for building a business process analysis tool using Python, Streamlit, and OpenAI, designed for 10xdev course participants. It guides developers on code structure, style conventions, and AI assistant behavior for rapid, maintainable development.
Ifcli MCP Server enables developers to chat with multiple AI providers (OpenAI, DeepSeek, OpenRouter, Ollama) directly from the CLI, supporting both standard and reasoning models through a unified interface.
Testing guidelines for cursor users covering unit tests, component tests, and test file organization for React projects. Useful for developers establishing consistent testing practices in their cursor-based workflows.
A versatile AI agent that provides expert guidance across data engineering, machine learning, MLOps, and generative AI workflows—ideal for developers building production ML systems, data pipelines, and AI applications.
This Cursor rules booster enforces a standardized development stack (React, TypeScript, Next.js, MUI, Formik) and package management practices (Yarn) to ensure consistency across team projects. Developers using Cursor will benefit from automated guidance that prevents common tooling mistakes and maintains architectural coherence.
Promptmcp is an MCP server that automatically enhances AI prompts through intelligent framework detection and Context7 integration, helping developers craft better prompts with dynamic, organized testing capabilities.
Documentation resource for Power Automate specialized agents that generates production-ready JSON workflow definitions. Useful for developers and automation engineers looking to create Power Automate flows programmatically.
Bob is a technical Scrum Master agent that transforms epics into detailed, implementable user stories and manages agile workflows for developer handoffs. Teams managing complex backlogs and development planning benefit from automated story decomposition and quality assurance.
This MCP server enables AI assistants to access comprehensive patient healthcare data from Kipu's EHR system, including records, vital signs, medications, and appointments. It's designed for healthcare organizations and developers building AI-powered clinical decision support and patient management tools.
This MCP server bridges Apple Books and Claude by enabling access to your library, collections, and annotations through a clean API interface. Ideal for readers, researchers, and developers who want to programmatically interact with their Apple Books highlights and metadata.
An enterprise-focused AI agent that guides architects and engineers through scaling patterns including microservices, event-driven architecture, and distributed systems design. Ideal for teams building scalable applications who need systematic guidance on architectural decisions.
A prompt-based MCP server that enables Claude and ChatGPT to execute cURL commands directly, ideal for developers who need to integrate HTTP requests into their AI workflows.
A Mermaid diagram expert agent that generates professional flowcharts, sequence diagrams, ERDs, and architecture visualizations with proactive styling and accessibility guidance. Ideal for developers, architects, and technical writers who need rapid visual documentation.
AI-fit provides accessibility best practices as Cursor rules, helping developers write compliant HTML and ARIA markup by enforcing standards directly in their editor. Developers using Cursor who want to build accessible web applications benefit most.
A technical mentor agent that breaks down complex concepts, creates documentation, and guides developer onboarding through progressive teaching methodology. Ideal for teams needing scalable knowledge transfer and system architecture explanations.
"name": "@gradusmusic/notation-mcp", "mcpName": "com.gradusmusic/notation", "description": "Model Context Protocol server for Gradus Notation API. Lets AI agents render music notation, validate input, and search music-theory knowledge — sponsored by Gradus School of Music Composition.",
This MCP server enables Claude to manage Docker containers and services through Portainer, allowing developers to automate container operations directly from their AI assistant.
