302 boosters for "oss" — AI-graded, open source, ready to install
A system prompt that enables AI agents to automate browser tasks, navigate websites, and extract information by operating in an iterative loop. Developers and AI automation engineers use this to enhance AI capabilities for web automation across multiple platforms.
Get Shit Done (GSD) is a meta-prompting and context engineering system that helps developers coordinate AI-assisted workflows across multiple platforms while preventing quality degradation from context window bloat. Developers building with Claude, OpenCode, Gemini, and Codex benefit from its structured Plan→Execute→Verify→Complete pipeline.
Strata is an MCP server enabling progressive, scalable tool usage for AI agents across Claude Desktop, Claude Code, and Cursor. It benefits developers building multi-step AI applications that need flexible, composable tool orchestration.
Magic is an MCP server that enables AI assistants to build and preview UIs in real-time across Cursor, Windsurf, and Claude platforms. It's useful for developers who want to leverage AI for rapid frontend prototyping and UI generation.
Enables cross-platform code intelligence by bridging JavaScript/Web Dev patterns into Flutter development using MCP-first search and analysis. Useful for developers building cross-platform applications who need to leverage web development knowledge in mobile/desktop contexts.
A physics tutoring booster that adapts explanations from intuitive reasoning to formal derivations based on learner level. Ideal for students, educators, and researchers seeking physics help across all difficulty tiers.
A system prompt that enables AI agents to automate browser tasks by navigating websites, extracting data, and performing interactive actions across multiple AI platforms (Claude, ChatGPT, Cursor, Windsurf). Ideal for developers and AI engineers building autonomous web automation workflows.
A GitHub Copilot instruction set that standardizes CHANGELOG maintenance and Dart/Flutter API documentation for the shadcn/ui Flutter ecosystem. Developers benefit from deterministic, high-quality contribution guidelines that ensure consistency across the project.
A deduplication skill that intelligently groups and selects canonical versions of duplicate events across multiple data sources using reputation scoring and hash-based matching. Ideal for developers building data aggregation systems, search engines, or multi-source content platforms.
A multi-agent framework that dynamically spawns specialized agents (frontend, backend, DevOps, etc.) to autonomously handle software development tasks across platforms like Claude and OpenAI. Developers building complex applications benefit from delegating work to a coordinated swarm of AI agents that each handle domain-specific responsibilities.
A utility to post across multiple social networks.
Expert guidance for proactive threat hunting in security operations, enabling users to search for IOCs, campaigns, and TTPs across their SIEM environment. Ideal for security analysts and threat hunters conducting investigations.
A specialized development agent for IOTA SDK that guides developers through implementing features across domain logic, persistence, migrations, templates, and configuration while maintaining DDD principles and multi-tenant isolation. Ideal for backend engineers building complex Go applications with structured architectural patterns.
A meta-cognitive workflow architecture for Windsurf that implements persistent memory banking and structured initialization/documentation/implementation workflows to maintain context across AI sessions. Ideal for developers using Windsurf who need reliable state management and systematic task organization.
A system prompt for benchmarking AI agents on realistic task execution, specifically designed to simulate a user managing job applications through Notion. Best suited for evaluating agentic capabilities across multiple platforms (Claude, ChatGPT, Cursor, Windsurf).
A security-focused prompt booster for .NET/ASP.NET Core development that enforces OWASP best practices and CWE mitigation in AI-generated code across Claude, Cursor, and Copilot. Developers building secure .NET applications benefit from automated security guardrails embedded in their coding workflow.
Packmind is an MCP server that captures and enforces your organization's technical decisions and best practices across AI coding tools like Claude Code and Cursor. It helps engineering teams maintain consistency and governance when using AI-powered development assistants.
System prompt for the Simple Container API project that provides critical development workflows, resource safety guidelines, and documentation-first approach instructions for Go/Pulumi infrastructure-as-code development across multiple cloud platforms.
This booster provides Windsurf rules for the search1api-mcp integration, documenting MCP client feature support across platforms. Developers using Windsurf who need to understand MCP capabilities would benefit from this reference.
Persistent cross-session memory for Claude and AI agents. Self-host on Redis/Valkey, or use the managed cloud at recallmcp.com.
Cursor Rules for a TypeScript/Svelte WebExtension that adds reverse image search to browser context menus across multiple services. Useful for developers building or maintaining this extension in Cursor.
BrowserStack's Official MCP Server enables AI assistants to automate browser testing, accessibility checks, and cross-platform quality assurance directly within Claude. Developers using BrowserStack can leverage AI to orchestrate complex testing workflows without leaving their coding environment.
Heuristic scoring (no AI key configured).
This booster provides best practice guidelines for Docker, npx, uv, and package publishing workflows, intended to standardize development processes in Windsurf environments. It benefits developers seeking consistent build and deployment practices across multiple tool ecosystems.
