212 boosters for "tools" — AI-graded, open source, ready to install
An MCP server that recommends relevant open-source projects to AI coding assistants like Claude, Copilot, and Cursor, helping developers discover and integrate useful libraries and tools into their workflows.
Fixer is an AI agent that diagnoses and automatically resolves CI failures, test failures, and code bugs using code analysis and modification tools. Developers benefit by reducing manual debugging time and getting faster resolution of build and test issues.
CatCV provides Cursor-specific AI integration rules for a React + TypeScript job posting manager, with best practices for model selection, structured outputs via Zod schemas, and prompt safety. Developers building AI-assisted recruitment tools will benefit from these production-ready patterns.
A Full Stack Developer agent that implements user stories and bug fixes within a scrum team workflow, integrating with Cloudflare serverless infrastructure and modern web development tools.
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.
A CLI tool that converts documentation sources into production-ready MCP servers, enabling developers to quickly expose documentation as searchable, context-aware tools for Claude. Ideal for teams wanting to integrate their docs into AI workflows without manual server development.
This MCP server enables Claude to query, validate, and generate schemas for JSON data, making it ideal for developers working with JSON-heavy workflows who need AI-assisted data manipulation and validation.
Forge provides a framework and provider abstraction layer for building execution agents that autonomously write, review, test, debug, and deploy code across multiple LLM platforms. Developers building AI-driven development tools, CI/CD automation, and code generation systems will benefit from this structured agent foundation.
zai-vision enables Claude Code to dynamically access vision capabilities through an MCP server, allowing developers to convert UI screenshots into code/specs and extract text via OCR. It benefits developers building AI-powered tools that need to analyze visual content without loading all tools upfront.
A production-grade engineering knowledge base that guides AI assistants through a 5-step cognitive protocol to prevent silent failures in AI-generated code. Developers using AI coding tools benefit from structured thinking patterns, architectural best practices, and systemic design considerations.
A proof-of-concept MCP server providing basic calculator, date/time, and greeting tools for Claude Desktop integration. Useful for developers learning MCP protocol implementation and testing tool integration patterns.
An MCP server that enables AI agents to join Google Meet calls, participate in conversations through speech and text, and transcribe audio in real-time. Useful for developers building autonomous meeting assistants, note-taking bots, and AI-powered communication tools.
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 production-grade Windsurf prompt that scaffolds an ML malware detection system with ensemble models, SHAP explainability, and Streamlit UI. Security engineers and ML developers benefit from a complete, opinionated template for building enterprise malware classification tools.
Agent Tower Plugin enables Claude Code users to orchestrate multiple AI coding assistants (Claude, Codex, Gemini) in collaborative workflows like council debates and consensus-building to get diverse perspectives on coding problems. Developers working on complex tasks benefit from accessing multiple AI viewpoints without switching tools.
This booster enables developers to build SOLIDWORKS CAD desktop add-ins using the ISwAddin interface, handling COM registration, lifecycle management, and UI integration. It's essential for engineers and software developers creating custom tools that extend SOLIDWORKS functionality.
A reusable agent that retrieves the current time for any country or city worldwide by converting location names to IANA timezone standards and executing a bash script. Useful for developers building multilingual apps, scheduling tools, or applications requiring timezone-aware time information.
This MCP server integrates OR-Tools optimization capabilities into Claude, enabling developers to solve linear programming and optimization problems directly through Claude Code and Claude Desktop. It benefits developers, data scientists, and operations researchers who need to build optimization features into AI-powered applications.
A system prompt for a color interpretation assistant that translates natural language descriptions into RGB values for a desktop app called Colorist. Useful for developers building color-picking tools or design applications.
A system prompt for an AI-powered React application that generates structured English teaching content and interactive quizzes using Google's Gemini API. Educators and developers building AI-assisted language learning tools benefit from this development framework.
A comprehensive Cursor-specific prompt ruleset that enforces expert full-stack development standards for TypeScript, React, and Next.js projects. Ideal for developers using Cursor as their primary IDE who want consistent, production-ready code output.
Converts deepagents' single `task` tool into individual `AgentTool` instances for cleaner sub-agent delegation in adk-deepagents. Developers building hierarchical multi-agent systems benefit from this more modular approach to agent composition.
Access crowdsourced forecasting data from RAND's Forecasting Initiative for policy-relevant predictions on geopolitics, national security, and S&T policy. Ideal for developers building forecasting tools, decision-support systems, or needing calibrated base rates for predictions.
An MCP server that integrates course curriculum management, project components, and coding standards into Claude Code, enabling educators and developers to maintain structured educational content and project knowledge bases. Ideal for course creators, coding instructors, and development teams building AI-assisted learning platforms.
