392 boosters for "tool" — open source, verified from GitHub, ready to install
"id": "ai.anomalyarmor/armor-mcp", "name": "AnomalyArmor", "description": "Data observability tools for engineering teams: alerts, freshness, schema drift, lineage, quality.",
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.
A practical guide to writing maintainable, debuggable LLM agent code by addressing unique failure modes like non-determinism, opaque tool calls, and prompt-logic coupling. Developers building Claude-based agents will benefit from these patterns.
A Cursor rules collection providing best practices and coding standards for React Native, TypeScript, Expo, Supabase, and React Native Paper development. Developers working with these technologies benefit from standardized guidelines that improve code quality and consistency.
Mcp Tool Factory generates MCP servers from natural language, OpenAPI specs, databases, GraphQL, and ontologies, supporting 10+ LLM providers. Developers building AI agents and tool ecosystems benefit from automated server generation without manual boilerplate.
"name": "brandkit-mcp", "description": "Expose your company's full design system to AI tools via the Model Context Protocol", "main": "dist/index.js",
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.
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.
Cursor Rules for Documentation establishes clear guidelines on where, when, and how to create project documentation, helping teams maintain organized, non-redundant docs in a `/docs` folder. Developers and technical leads benefit from standardized documentation practices that reduce clutter and improve code maintainability.
dx-optimizer is a Developer Experience specialist agent that streamlines project setup, eliminates repetitive workflows, and optimizes tooling to reduce development friction. Teams benefit from faster onboarding, automated tasks, and improved productivity.
A Cursor rules file for SoundScape AI, an ambient sound web application targeting international markets with bilingual development guidelines (English UI, Chinese internal communication).
A Cursor rules file that provides coding guidelines and architectural context for the Manifold codebase, helping developers understand package structure, import patterns, and code organization across TypeScript monorepo packages.
An MCP server that integrates Android Debug Bridge (ADB) operations into Claude, enabling developers to automate Android device interactions and testing directly from AI conversations.
TargetProcessMCP is an MCP server that integrates Apptio Target Process project management capabilities with Claude, enabling developers and project managers to interact with Target Process workflows directly through AI.
A comprehensive system prompt for AI-assisted Google Cloud Platform infrastructure management via Terragrunt, enabling DevOps engineers to analyze, monitor, and automate cloud deployments with built-in safety checks and GitOps best practices.
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 CLI tool and MCP server that enables AI assistants to manage Plausible Analytics and Vercel projects directly through Claude. Ideal for developers who want to automate site analytics and deployment workflows.
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 MCP server integrates Wildlife Insights' camera-trap data and species identification capabilities into Claude, enabling wildlife managers and researchers to query biodiversity data and manage conservation projects through natural language. It's particularly valuable for ranch managers, conservation teams, and wildlife researchers working with camera-trap networks.
This MCP server integrates the Open Meteo weather API with Claude, providing 17 tools for weather forecasting, geocoding, air quality, and marine data analysis. Developers building AI applications that need reliable weather data will find this particularly useful.
Heuristic scoring (no AI key configured).
This MCP server enables AI-driven WordPress content creation with advanced features like automated SEO optimization, image hosting, and one-click publishing. It's useful for content creators, bloggers, and WordPress developers who want to streamline their publishing workflow with AI assistance.
