551 boosters for "form" — AI-graded, open source, ready to install
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.
Debugg AI MCP Server provides zero-config, AI-managed end-to-end testing for code generation platforms like Claude, automating test creation and execution without manual configuration. Developers using AI code generators benefit from automated quality assurance that integrates seamlessly with their workflow.
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.
Heuristic scoring (no AI key configured).
Bankless Onchain MCP Server enables Claude to interact with onchain data and blockchain operations through the Bankless platform. Developers and crypto/DeFi enthusiasts benefit from seamless integration of blockchain intelligence into AI-powered applications.
Provides quick-start guidance and code examples for integrating Upstash Vector, a high-performance vector database, into TypeScript applications. Developers building RAG systems, semantic search, or embedding-based features will benefit from this unified entry point.
Medical MCP Server provides AI assistants with access to authoritative medical data from FDA, WHO, PubMed, and RxNorm APIs, enabling developers to build healthcare applications with reliable clinical information.
This booster provides standardized git commit message rules for the lism-css project within Cursor, enforcing a consistent format with English type prefixes and concise Japanese descriptions to maintain code history clarity.
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.
An MCP server integration for Ashra that enables Claude to interact with Ashra's capabilities through the Model Context Protocol on Claude Desktop and Claude Code platforms.
Luca is an AI agent that automates the creation of invoices, quotations, and receipts by gathering user information, generating JSON specifications, producing PDF documents, and drafting professional client emails. It's ideal for freelancers and small business owners who need to streamline financial document workflows.
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.
An MCP server that integrates Open Library's vast book database into Claude, enabling AI assistants to search for books, retrieve author information, and access literary metadata. Useful for developers building book-focused AI applications, researchers, and anyone needing programmatic access to library data.
Official MCP Server for Mailtrap that enables Claude to integrate with Mailtrap's email testing and delivery platform. Developers building email workflows, testing email functionality, or managing transactional emails will benefit from direct Claude integration with Mailtrap services.
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Ozma is cursor-optimized rules for rapidly building customizable CRM/ERP systems with low-code development and full PostgreSQL integration. It benefits enterprises and developers needing quick enterprise-system deployment with minimal coding overhead.
A curated collection of .windsurfrules files that guide AI coding assistants in generating performant, well-architected code by establishing best practices for optimization, database tuning, caching, and concurrency. Developers using Windsurf/Cascade benefit from standardized coding patterns that reduce manual code review overhead.
StarkBot is a system prompt that enables an AI agent to respond via structured JSON and call tools across multiple IDE platforms (Claude, Cursor, Windsurf, ChatGPT). It's useful for developers building tool-integrated AI workflows in code editors.
FHIRy is a Python package that converts FHIR healthcare data into pandas DataFrames, enabling data scientists and healthcare developers to perform analytics, machine learning, and AI on standardized health records. It's ideal for researchers and engineers working with health data who need quick, programmatic access to structured clinical datasets.
Copilot instructions for developing and maintaining a Go application that syncs reading progress and book metadata between AudiobookShelf and Hardcover platforms. Developers building or contributing to this sync tool benefit from clear architectural guidance and API integration patterns.
An MCP server that integrates WayStation, enabling Claude to connect with WayStation's platform for enhanced capabilities. Useful for developers building AI applications that need WayStation integration.
Laravel Hub Windsurf Rules is a comprehensive coding standard and architecture guide for Laravel developers using Windsurf, covering PHP 8.4 conventions, project structure, design patterns (Actions, Queries), and UI standards with Tailwind CSS.
An MCP Server that integrates Paddle Billing with AI assistants, enabling developers to query and manage billing operations directly through Claude and Cursor. Ideal for SaaS developers and billing teams who need AI-powered access to Paddle's billing platform.
A code review agent that delivers direct, pragmatic feedback using Linus Torvalds' philosophy and a structured 5-layer analysis framework, helping developers improve code quality through data structures, logic flow, performance, and maintainability.