202 boosters for "tools" — open source, verified from GitHub, ready to install
Forage is a self-improving tool discovery system that enables AI agents to automatically find, install, and learn to use new tools without manual configuration. It benefits developers building extensible AI applications and agents that need dynamic capability expansion.
This MCP server dynamically exposes Swagger/OpenAPI endpoints as callable tools for Claude and other LLMs, enabling AI agents to seamlessly integrate with REST APIs without manual tool definition. Developers building LLM applications that need to interact with documented APIs benefit most from this adapter.
"name": "voice-calibration-plugin", "description": "Learns your personal writing and speaking style through interactive prompts, then generates a reusable voice profile so AI can write like you.", "name": "Raul Petruța"
LmDotnetTools provides C# coding style rules and conventions for Windsurf, covering namespace declarations, naming conventions, formatting, and code organization to maintain consistency across .NET projects.
A comprehensive developer tools hub that guides developers through debugging, code review, refactoring, git operations, and quality checks using Socratic questioning and specialized agents. Ideal for developers seeking structured, educational support across the entire development workflow.
A comprehensive set of development guidelines and reusable agents for building AI-powered Python applications in Windsurf using Mirascope, covering patterns for LLM integration, component structure, and best practices. Developers building intelligent agents and tools in Python will benefit from these standardized patterns and pre-built components.
An MCP server that provides tools for copying and manipulating web UI elements, enabling Claude to interact with and extract content from web interfaces. Developers building AI agents that need web UI automation or content extraction would benefit from this tool.
"name": "open-academic-paper-machine", "description": "Open Academic Paper Machine — Autonomous academic paper production system with idea evaluation gate and paper-vs-code audit. NEW in v6.4: /audit-paper command and audit-engine skill — static audit of a paper's empirical claims (datasets, models,
An MCP server that integrates Carbon Voice's voice messaging and conversation APIs, enabling Claude to send voice messages, manage conversations, and handle workspace operations. Useful for developers building voice-enabled applications that need Claude integration.
This MCP server integrates the Contabo VPS API into Claude and Cursor, enabling programmatic cloud infrastructure provisioning and management directly through AI assistants. It benefits developers and DevOps engineers who want to automate VPS deployment and configuration workflows.
Heuristic scoring (no AI key configured).
Moltbook is an autonomous Claude agent that builds and manages MCP tools with circuit breaker protection and multi-platform orchestration. It benefits developers building agent infrastructure, MCP ecosystems, and reliability patterns into autonomous systems.
"description": "Intellectual property data tools - async Python clients for USPTO, EPO, Google Patents, and JPO for AI agents", "name": "Parker Hancock", "url": "https://github.com/parkerhancock"
"description": "Provides tools for developing and testing Fediverse and Social Web software.", "name": "Charles Iliya Krempeaux" "skills": "./skills/",
An MCP server that integrates OpenAI's image and audio generation capabilities into Claude Desktop, Claude Code, and Cursor via a CLI wrapper. Developers building AI applications benefit from direct access to DALL-E and audio generation without managing API calls manually.
LinkedIn MCP Server provides AI assistants with tools to retrieve LinkedIn profile data and publish content directly through Claude and Cursor. Ideal for developers building LinkedIn automation, personal branding, or social media management features.
A system prompt for Cursor that enforces direct, expert-level responses with practical code solutions and minimal explanation overhead. Ideal for experienced developers who want faster, more actionable AI assistance without verbose guidance.
"name": "brainlayer", "name": "Etan Heyman", "url": "https://github.com/EtanHey"
This MCP Server dynamically converts OpenAPI specifications into Claude-compatible tools, enabling AI models to interact with any REST API without manual tool configuration. Developers and API providers benefit by instantly exposing their APIs to Claude with minimal setup.
A physics-focused MCP server that orchestrates computational tools (CAS, plotting, natural language inference) to help physicists and students solve complex equations, visualize results, and understand physics concepts. Ideal for educators, researchers, and learners working with quantum mechanics and classical physics problems.
"name": "nexo-brain", "description": "Local cognitive runtime for Claude Code \u2014 persistent memory, overnight learning, doctor diagnostics, personal scripts, recovery-aware jobs, startup preflight, and optional dashboard/power helper.", "name": "NEXO Brain",
"name": "kkweon-blog-tools", "description": "Custom utilities for blog post development and optimization",
Tool-evaluator is an agent that rapidly assesses development tools, frameworks, and services through structured benchmarking and comparative analysis to support informed technology adoption decisions. It benefits engineering teams and tech leads evaluating new solutions aligned with studio goals.
Expert guide for building AI-powered applications with the Glove TypeScript framework, helping developers create agent-based systems with tools and custom renderers. Ideal for developers working with Glove projects, React integrations, and AI model adapters.
