166 boosters for "tools" — open source, verified from GitHub, ready to install
Enables Claude to search the web and academic papers (arXiv) via Jina MCP tools and automatically read full content from results. Developers building research-heavy or information-retrieval applications benefit from streamlined multi-source searching.
Xc MCP is an MCP server that integrates Xcode command-line tools into Claude, enabling iOS/macOS developers to automate builds, testing, and development workflows directly through AI-assisted interactions. It's ideal for developers working on Apple platforms who want to leverage AI for build automation and CLI tool orchestration.
This booster provides standardized test writing guidelines for unit tests, helping development teams maintain consistency in naming conventions and test structure across their codebase.
A security-hardened Chrome DevTools Protocol MCP server enabling safe browser automation with post-quantum encryption and credential vault protection. Ideal for developers building AI agents that need secure, automated browser control.
skill-creator is a toolkit for developers to build, validate, and package custom Claude Code Skills with structured workflows and templates. Developers building domain-specific automation tools and Claude Code extensions benefit most from this booster.
A Model Context Protocol server that enables Claude to search and retrieve DeFi news from targeted websites using the Tavily API. Useful for developers building DeFi applications, traders, and AI assistants that need real-time crypto market news.
Squad is an AI Product Manager that helps teams surface insights, build roadmaps, and plan strategy through 30+ integrated tools. It's designed for product managers, strategists, and teams who need AI-assisted product planning and decision-making.
An emergency response toolkit combining shellcode analysis and Linux incident response for security researchers and DevOps teams performing threat investigation and system forensics.
An MCP server that extends Claude's CLI capabilities with Model Context Protocol support, enabling developers to integrate Claude into their workflows via command-line tools. Useful for developers building CLI applications that need AI assistance or integration with Claude's API.
An MCP server that integrates Obsidian knowledge vaults with Claude, enabling AI-powered graph analysis, semantic search, and knowledge management across notes. Ideal for researchers, knowledge workers, and developers who want to leverage AI on their personal knowledge bases.
mybin is a personal collection of 65+ production-ready CLI utility scripts (Python, Bash, Ruby) for AI/LLM integration, system utilities, and development tasks that Claude Code can proactively leverage. Developers with Unix-style workflows and frequent CLI automation needs benefit from instant access to tested, reusable 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.
Elite Ruby development specialist that proactively optimizes code, suggests refactoring, and enforces Rails patterns and metaprogramming best practices. Ideal for Ruby/Rails developers seeking production-grade code quality and performance improvements.
An MCP server that integrates coding usage monitoring with AI tools like Claude, enabling developers to track and analyze their coding activity within their AI workflows.
A JavaScript-based system for dynamically creating and modifying AI agents without recompilation, enabling local LLM developers to test and share agent configurations interactively.
FaceSwap Copilot Instructions provides a structured guide for developing a React/TypeScript face-swapping web application with real-time ML capabilities. It benefits developers building entertainment, creative, or research-focused face manipulation tools.
"name": "a2asearch-mcp", "mcpName": "io.github.tadas-github/a2asearch-mcp", "description": "MCP server for searching and discovering AI agents, MCP servers, CLI tools and agent skills via A2ASearch",
Atlas is positioned as a technical research agent but actually contains project-specific SEO strategy for DirectoryBolt, a business directory SaaS. It lacks reusability and doesn't align with its declared purpose.
"id": "ai.deepledger/mcp", "name": "DeepLedger — AI Bookkeeper for QuickBooks", "description": "AI bookkeeping for QuickBooks Online — 28 tools for transactions, reports, and bank feeds",
Heuristic scoring (no AI key configured).
This MCP Server enables Claude to interact with Azure DevOps projects using simple PAT authentication, providing access to all 82 official Microsoft tools for managing pipelines, work items, repositories, and more. Developers and DevOps teams benefit by automating Azure DevOps workflows directly within Claude.
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.
This MCP server integrates the Open Meteo weather API with Claude, providing 17 tools for weather forecasting, geocoding, air quality, and marine data analysis. Developers building AI applications that need reliable weather data will find this particularly useful.
