106 boosters for "language" — AI-graded, open source, ready to install
Heuristic scoring (no AI key configured).
A system prompt for a color expert assistant that interprets natural language color descriptions and sets RGB values in a desktop app called Colorist. Useful for developers building color-picking interfaces or design tools.
This MCP booster enables AI assistants like Cursor and Windsurf to control Unreal Engine 5.5.4 through natural language commands, providing developers with guidelines for Python tool implementation and UE-specific best practices including coordinate systems and units.
A system prompt that guides LLMs to analyze Factorio game implementations and generate detailed natural language plans for achieving objectives. Useful for developers creating AI-driven game planning systems or educational tools.
Natural language workflows that enable AI agents to perform complex, multi-step tasks with consistency and reliability.
goboscript is a Copilot instruction set that teaches the AI assistant how to generate code in goboscript, a Scratch compiler written in Rust. It benefits developers who want to use Copilot to write goboscript programs with proper syntax and language-specific rules.
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 Chinese-language system prompt that transforms simple descriptions into detailed video generation prompts for AI video models, designed for use in Claude, ChatGPT, Cursor, and Windsurf environments.
An AI-powered VSCode extension that auto-generates standardized Git/SVN commit messages using multiple AI services (OpenAI, ChatGPT, Ollama, Gemini, etc.) with multi-language support and weekly report generation. Developers working with Git/SVN in VSCode benefit from faster, consistent commit workflows.
This MCP server bridges AI assistants with Linear project management via GraphQL, enabling Claude and Cursor users to query and manage Linear projects directly through natural language. It's essential for teams using Linear who want AI-assisted workflow automation and issue management.
VT.ai provides Copilot-specific coding instructions for a multimodal AI chat application, establishing standards for Python development including naming conventions, style guides, and testing practices. Developers building AI-powered features with language models will benefit from these standardized guidelines.
A system prompt for the Colorist desktop app that enables AI assistants to interpret natural language color descriptions and set RGB values through a specialized tool. Useful for developers building color-picker features into Claude-compatible applications.
Auth0 MCP Server enables AI assistants to manage Auth0 tenants through natural language, with built-in security controls and least-privilege access patterns. It's ideal for developers and platform engineers seeking to automate Auth0 administration tasks safely within Claude Desktop and Claude Code.
Gates is a multi-language quality validation booster that automatically runs linting, formatting, type checking, and tests across 9 programming languages to catch issues before code completion. It's essential for teams maintaining code quality standards across polyglot codebases.
A comprehensive Russian-language system prompt and development ruleset for AI assistants building on the 1C:Enterprise platform, establishing coding standards, security practices, and AI persona guidelines across multiple IDE environments.
This skill parses natural language shopping queries to extract structured search criteria like product type, attributes, price limits, and specifications. E-commerce AI agents and developers building shopping assistants benefit from this structured approach to query understanding.
ScrapeGraphAI Scrapegraph MCP enables Claude and other language models to perform intelligent, enterprise-grade web scraping directly within their conversations. Developers, data analysts, and researchers benefit from automated data extraction without building custom scraping infrastructure.
This MCP Server integrates Naver Search API with Claude, enabling AI assistants to perform Korean web searches, trend analysis, and data retrieval. It's valuable for developers building AI applications targeting Korean markets or requiring Korean-language search capabilities.
gomcp provides a Go implementation of the Model Context Protocol to enable AI agents in Cursor to interact with external tools and resources through a standardized interface. Developers using Cursor who need to extend AI capabilities with custom integrations benefit from this protocol implementation.
A Windsurf rules collection that guides AI coding assistants to implement Gitflow branching workflows and best practices. Useful for teams adopting structured version control and release management processes.
A Windsurf rules collection that guides AI coding assistants in implementing data-driven UI testing patterns, helping developers separate test logic from test data for improved maintainability and scalability.
A .windsurfrules collection that guides AI coding assistants in implementing rigorous backtesting techniques for trading strategies, helping developers avoid common pitfalls like lookahead bias and overfitting. Useful for quants and trading engineers building reliable strategy validation systems.
