434 boosters for "tool" — AI-graded, open source, ready to install
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.
This MCP server enables financial analysis by integrating stock data and SEC filing insights, including price, volume, and insider activity tracking—useful for investors, traders, and financial researchers building AI-powered analysis tools.
A timezone and time information tool that lets developers retrieve the current time for any region or their preferred timezone within Claude applications. Useful for developers building time-aware features, scheduling tools, or applications that need global timezone support.
An MCP server that enables AI assistants to explore and query SQLite databases (particularly macOS Messages) with schema inspection and flexible table browsing. Useful for developers and users who need programmatic access to SQLite data through Claude and other compatible AI tools.
A hierarchical multi-agent system that organizes 19 specialized AI agents into teams with intelligent LLM-based routing and dynamic tool binding for AI-assisted development tasks. Developers building complex AI-powered applications benefit from its modular architecture and industry-standard prompt integration.
Heuristic scoring (no AI key configured).
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.
A system prompt that enables Claude to act as a color expert assistant, interpreting natural language color descriptions and setting RGB values through a specialized tool in the Colorist desktop app. Useful for developers building agentic color-picking interfaces across multiple platforms.
ChadNext is a Windsurf rules booster that provides comprehensive coding standards and best practices for Next.js projects using TypeScript, React, Shadcn UI, and Tailwind CSS. It helps developers maintain consistent code quality and architecture across modern full-stack applications.
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.
A centralized repository for managing GitHub Copilot custom instructions and prompt files to standardize coding conventions, tool configurations, and team workflows. Teams using GitHub Copilot benefit from consistent AI-assisted development aligned with project-specific guidelines.
A DevOps specialist agent that automates project infrastructure, CI/CD configuration, and operational improvements across development workflows. Ideal for teams needing centralized tooling management and deployment automation.
Equoria Cursor Rules establishes development standards, tech stack guidelines, and CI/CD practices for Equoria projects, helping teams maintain consistency across Node.js/React Native full-stack development.
TheiaChat CLI Copilot Instructions is a comprehensive governance framework for an AI-assisted TypeScript terminal tool, designed to enforce enterprise-grade code quality, security, and architectural rigor through mandatory PRD-first workflows and triple-check verification gates. Enterprise teams and AI coding agents working on TypeScript CLI projects benefit from its structured approach to secure, validated feature development.
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.
This Cursor rules booster enforces consistent Bun package manager usage across a project, preventing dependency management conflicts and ensuring team alignment on tooling. It benefits developers working in Bun-based projects who want to eliminate confusion from mixed package managers.
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.
fizz is a CLI tool for managing Fizzy.do Kanban boards directly from the command line, enabling developers and project managers to create, organize, and track tasks without leaving their terminal.
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.
