212 boosters for "tools" — AI-graded, open source, ready to install
Forage is a self-improving tool discovery system that enables AI agents to automatically find, install, and learn to use new tools without manual configuration. It benefits developers building extensible AI applications and agents that need dynamic capability expansion.
Skill Forge automates the creation and packaging of AI skills from external sources like GitHub repos and documentation, enabling developers to quickly convert resources into deployable skills for Claude. It's ideal for developers who want to transform existing code or knowledge bases into reusable AI-powered tools.
A Model Context Protocol server that enables Claude to search and retrieve DeFi news from targeted websites using the Tavily API. Useful for developers building DeFi applications, traders, and AI assistants that need real-time crypto market news.
A Windsurf cursor rules prompt that introduces the Lár framework—a graph-based agent architecture for building structured, type-safe code agents. Developers building multi-step AI workflows in Windsurf will find patterns for nodes, tools, and routers that enforce explicit typing and state management.
A reference guide for Apple Final Cut Pro FCPXML format that helps developers generate and understand FCP projects programmatically. Useful for video editing automation, workflow integration, and FCP project generation tools.
MCP Analytics provides searchable analytics tools and interactive HTML reports integrated with Claude via the Model Context Protocol, enabling developers to embed data analysis and visualization capabilities into AI-powered applications.
An emergency response toolkit combining shellcode analysis and Linux incident response for security researchers and DevOps teams performing threat investigation and system forensics.
mybin is a personal collection of 65+ production-ready CLI utility scripts (Python, Bash, Ruby) for AI/LLM integration, system utilities, and development tasks that Claude Code can proactively leverage. Developers with Unix-style workflows and frequent CLI automation needs benefit from instant access to tested, reusable tools.
Teaches Claude when to use gabb_structure and gabb_symbol tools for efficient code exploration and navigation in supported languages. Developers working with large codebases benefit from optimized search strategies that reduce unnecessary file reads.
MCP Integrator is a specialized agent for configuring and connecting Claude to external tools and services via the Model Context Protocol (MCP), enabling developers to extend Claude's capabilities with databases, APIs, GitHub, Slack, and custom integrations.
Fixer is an AI agent that diagnoses and automatically resolves CI failures, test failures, and code bugs using code analysis and modification tools. Developers benefit by reducing manual debugging time and getting faster resolution of build and test issues.
Prompt Cleaner is an MCP server that appears to help clean and refine prompts, compatible with Claude Desktop and Claude Code. It would benefit developers and Claude users who need prompt optimization and preprocessing tools.
Loads LTI 1.3 and LTI Advantage specifications to provide context for building LTI-integrated educational tools. Ideal for developers creating learning management system integrations and assessment platforms.
A JavaScript-based system for dynamically creating and modifying AI agents without recompilation, enabling local LLM developers to test and share agent configurations interactively.
An MCP server that integrates coding usage monitoring with AI tools like Claude, enabling developers to track and analyze their coding activity within their AI workflows.
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.
Elite Ruby development specialist that proactively optimizes code, suggests refactoring, and enforces Rails patterns and metaprogramming best practices. Ideal for Ruby/Rails developers seeking production-grade code quality and performance improvements.
A Spanish-language system prompt for the Coopuertos transport cooperative management system that guides AI assistants in helping users authenticate and interact with MCP tools. This booster benefits developers building Spanish-language interfaces for cooperative transport management platforms.
An MCP server that provides tools for managing a fantasy library database, enabling Claude to interact with fantasy book collections and metadata through structured queries.
Bigmax is a system prompt for a mood and productivity tracking AI companion that guides users through emotional wellness, habit building, and daily life optimization with warm, empathetic support. Developers building mood-tracking apps or wellness tools on Claude, ChatGPT, or code editors will benefit from this ready-to-use personality framework.
Infrastructure Specialist Droid that proactively manages CI/CD pipelines, build tooling, and deployment configurations with autonomous access to Linear, Exa Search, and code execution tools. Essential for DevOps engineers and backend teams automating infrastructure workflows.
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.
An MCP server that provides Swift and SwiftUI best practices guidance and tools for Claude Desktop and Claude Code environments. Useful for iOS/macOS developers seeking AI-assisted code review and pattern recommendations.
A Windsurf-integrated prompt for managing and developing an audio-to-subtitle video conversion application using Next.js and FastAPI with OpenAI Whisper. Developers building Korean audio processing tools benefit from structured server management and development workflows.
