3,086 boosters for "r" — AI-graded, open source, ready to install
Heuristic scoring (no AI key configured).
An MCP server that enables natural language search through Flashback video libraries to instantly locate relevant video moments. Useful for video creators, editors, and researchers who need quick access to specific content within large video collections.
A project-specific CEO agent for eSIM Go that enforces fast-shipping, simple-solution philosophy with daily delivery cadence. Teams building products with speed-first culture will find this useful for decision-making alignment.
An MCP server that enables Claude to interact with GitHub repositories, issues, and pull requests through the Octokit API. Developers building AI agents or automation tools that need GitHub integration will find this particularly valuable.
This MCP server enables end-to-end Reddit advertising management, allowing developers and marketing teams to programmatically control accounts, funding, campaigns, and ad groups. It's ideal for agencies, marketers, and developers building Reddit ad automation tools.
Cursor Rules for coordinating multi-agent workflows in book production, including em dash replacement, deep research, and integrated publishing processes. Developers managing complex document production pipelines with multiple specialized agents benefit from this structured ruleset.
Bugsy is a debugging specialist agent that quickly analyzes and fixes code errors across TypeScript/JavaScript, test failures, and async issues with minimal code changes. Developers and QA teams benefit from rapid error resolution and reduced debugging time.
A LeetCode practice assistant that guides users through algorithmic problem-solving across multiple topics (arrays, linked lists, graphs, etc.) by providing hints and structured learning rather than direct solutions. Useful for developers and students preparing for coding interviews.
Echo is a local-first personal memory system prompt that configures AI assistants to act as a privacy-respecting second brain, capturing and surfacing knowledge on-demand. It benefits developers and knowledge workers who want a self-hosted alternative to cloud-based note systems.
This Windsurf rules booster provides a structured framework for bootstrapping secure AWS IAM roles for GitHub Actions OIDC integration, eliminating static credentials and enforcing least-privilege access through automated CloudFormation templates. It's ideal for DevOps engineers and security-conscious teams managing multiple GitHub repositories with AWS infrastructure.
A clinical triage specialist agent that proactively assesses patient symptoms and urgency using evidence-based protocols to determine appropriate care settings. Benefits healthcare providers, telehealth platforms, and patient-facing health applications.
A specialized Docker optimization agent that helps developers build secure, lightweight container images through Dockerfile optimization, security hardening, and multi-stage build design. Ideal for DevOps engineers and developers seeking to improve container deployment practices.
WeatherBot is a system prompt that demonstrates how to integrate the National Weather Service API via Model Context Protocol (MCP), enabling AI assistants to provide accurate, real-time US weather information. Developers building weather-integrated applications on Claude, Cursor, Windsurf, or ChatGPT will find this immediately useful as a reference implementation.
Provides Copilot-specific instructions for provisioning secure IAM roles that trust CI/CD OIDC providers, enabling safe Terraform deployments from pipelines. Developers setting up CI/CD automation on AWS will benefit from the clear guidelines and Make command structure.
This booster provides Windsurf development workflow rules and task management CLI documentation for structured development processes. It benefits developers managing complex projects through automated task tracking and CLI-driven workflows.
Worker is an implementation specialist agent that executes tasks efficiently by adhering to simplicity-first principles (KISS, SLON, DRY, Occam's razor), making it ideal for developers who want straightforward, maintainable solutions without over-engineering.
A simple greeting tool that personalizes messages by name and provides historical context about the 'Hello, World' programming tradition. Best suited for educational purposes or casual demonstrations rather than production workflows.
Wingman is a music production-focused system prompt that configures AI assistants to assume musical context and provide theory-aware responses for Ableton Live and other DAWs. It benefits music producers and composers who want AI assistance grounded in music theory.
GoMarble MCP API Server enables Claude and Cursor to interact with GoMarble's platform through standardized MCP protocol. Developers using GoMarble for quality assurance or marble testing workflows benefit from direct AI integration.