1,359 boosters for "ai" — open source, verified from GitHub, ready to install
This system prompt enables smaller LLMs (8B-20B parameters) to control Windows 11 desktops through the Model Context Protocol, automating desktop tasks via natural language. It's valuable for developers building AI agents, automation workflows, and users seeking lightweight local alternatives to cloud-based desktop controllers.
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.
A comprehensive MCP server enabling Claude, Cursor, and Windsurf to manage Google Workspace (Calendar, Contacts, Gmail) through natural language. Developers and knowledge workers benefit from seamless integration of Google services into AI-powered workflows.
UI Skills provides opinionated constraints and best practices for building better interfaces with AI agents, enforcing consistent use of Tailwind CSS, motion libraries, and accessibility standards. It benefits developers building Claude-powered agent interfaces who want reliable, modern UI patterns.
A lightweight MCP server that generates personalized greetings with optional pirate-themed flair. Best suited for developers building chatbots or applications needing fun, customizable salutation generation.
An intelligent agent selection engine that evaluates and recommends the best AI agents for each phase of a development pipeline, enabling teams to optimize task assignment with confidence scoring and human oversight. Benefits development teams managing multi-agent workflows who need data-driven agent selection and performance tracking.
A safety-focused system prompt for AI coding assistants that enforces destructive-action prevention, configuration verification, and read-only checks before making changes. Developers using Claude, ChatGPT, or code editors (Cursor, Windsurf) benefit from guardrails that prevent accidental file loss and misconfiguration.
Kubit enables natural language querying of data warehouses through an MCP server, allowing developers to integrate conversational database access into Claude and other AI workflows. Data teams and developers benefit from simplified warehouse interactions without writing SQL.
"id": "ai.fathom.api/mcp", "description": "Give your AI assistant real meeting context via Fathom so every output grounded in your work"
"id": "ai.geodesiclabs/governance-platform", "name": "Governance Platform", "description": "Deterministic AI governance platform. Validates agent outputs, discovers patterns, solves math.",
Integrates Google Gemini CLI as a code review and debugging partner, allowing developers to get second-opinion analysis on implementations, edge cases, and alternative approaches without leaving their coding environment.
HAPI MCP Server dynamically converts OpenAPI REST APIs into MCP tools, enabling AI assistants to seamlessly integrate and interact with any API-based service. Developers and AI application builders benefit from automated tool exposure without manual integration code.
An MCP server that automates open source release readiness by scanning repositories for secrets, license violations, vulnerabilities, and compliance issues—essential for engineering teams preparing code for public release or internal sharing.
Devlog MCP Server enables AI assistants like Claude to integrate with Devlog for knowledge management and development tracking via the Model Context Protocol. It's useful for developers who want to leverage AI for accessing and managing their development logs.
A multi-agent architecture that organizes AI agents into a hierarchy (Architect, Planner, Executor) to decompose and solve complex problems through structured delegation. Developers building sophisticated AI systems that require task decomposition and specialized agent roles will benefit from this reusable framework.
Provides comprehensive reference documentation and code examples for Flowbite TailwindCSS UI components, helping developers quickly implement pre-built, styled components in their HTML projects.
"id": "ai.filtrix.mcp/filtrix-ai", "name": "Filtrix AI MCP", "description": "Filtrix MCP for image/video generation. Portal: https://agent.filtrix.ai/"
This MCP server enables Claude to interact with GitHub repositories by listing PRs, commits, and comparing changes directly within the Claude interface. Developers and DevOps engineers benefit from seamless GitHub integration without leaving their AI assistant.
Heuristic scoring (no AI key configured).
"id": "ai.optimly/scout", "name": "Scout by Optimly", "description": "Query the AI Brand Directory. Audit brand visibility in ChatGPT, Claude, and Gemini."
An AI agent that automates MCP server discovery, deployment, and integration with Docker containerization support, enabling developers to rapidly set up complex MCP infrastructure. Ideal for teams building multi-agent systems or extending Claude's capabilities with custom tools.
A specialized Docker agent that optimizes container images for security and performance, helping developers build lightweight, secure Dockerfiles and multi-stage deployments. Ideal for DevOps engineers and backend developers seeking container best practices.
"id": "ai.meacheal/mrc-data", "name": "MRC Data — China's Apparel Supply Chain Infrastructure", "description": "China's apparel supply chain data for AI: 1,000+ suppliers, 350+ fabrics, 170+ clusters."
Fiber AI is an MCP server that enables AI agents to search companies, enrich contact data, and extract email addresses and phone numbers programmatically. It's useful for developers building AI applications that need integrated B2B data enrichment and lead generation capabilities.
