Development Tools

Leverages Google's Gemini AI with a 1M token context window for comprehensive codebase analysis, enabling intelligent code search, architecture analysis, and targeted improvement suggestions.

A comprehensive Model Context Protocol server that provides over 50 file and system management tools for AI models, including navigation, file operations, search, compression, and system information capabilities.

Provides access to Norway's official business registry for searching companies, looking up organizational details, and identifying company roles and sub-units. It utilizes data from Brønnøysundregistrene to enable detailed queries by industry, municipality, or organization number.

A tool that helps AI agents interact with Docker containers on local or remote machines, allowing users to manage and troubleshoot containers without Docker knowledge.

A complete Model Context Protocol server that implements Selenium WebDriver for browser automation with advanced detection evasion capabilities, multi-browser support, and comprehensive web interaction functionalities.

A TypeScript implementation of a Model Context Protocol server that uses Server-Sent Events for real-time communication and Bearer Token authentication to enable secure interaction with LLM clients like Claude Desktop.

An MCP (Multi-Agent Conversation Protocol) Server that provides an interface to the 1Forge financial APIs, allowing access to forex data and currency conversion services through natural language interactions.

A server that provides tools to interact with Databricks for cluster, job, notebook, DBFS, and SQL management through natural language interfaces like Claude-Desktop and Cursor.

A session-based MCP server that provides advanced browser automation capabilities, allowing users to control browsers, navigate websites, interact with elements, capture screenshots, generate PDFs, and manage cookies through natural language.

An MCP server that automatically detects and provides current time and location information based on system timezone and IP geolocation.

A custom MCP server that integrates Perplexity AI capabilities with Amazon Q CLI, providing structured responses with citations, search results, and performance analytics.

Provides semantic memory capabilities using Qdrant vector database with configurable embedding providers, allowing storage and retrieval of information using vector similarity.

An MCP server that enables interaction with MySQL databases through the Model Context Protocol, allowing execution of SQL queries and database table listing operations from Cline AI.

A Model Context Protocol server that enables AI assistants to perform web automation tasks by connecting to remote Playwright/browserless instances, supporting navigation, screenshots, HTML extraction, and element interaction.

Maestro is the simplest and most effective UI testing framework for Mobile and Web. Maestro MCP allows you to control emulators, interact with apps, write and automatically debug UI tests on Claude Code, Cursor or Windsurf.

Provides weather forecast and alert data for US locations through the National Weather Service API, enabling access to real-time weather alerts by state and detailed forecasts by coordinates.

A bridge that provides AI assistants with access to WaniKani user data and functionality, enabling them to retrieve learning progress, identify difficult items, and offer personalized Japanese language learning assistance.

A setup guide for running a Model Completion Protocol (MCP) server in Windows Subsystem for Linux, enabling Claude AI integration with local Python code.

A TypeScript-based server project with comprehensive development tooling including testing, linting, and build configurations.

Production-ready MCP server for secure Python code execution with artifact capture, virtual environment support, and LM Studio integration.

A Model Context Protocol server that enables LLM applications to safely execute shell commands with error handling and timeout settings.

A TypeScript implementation of a Model Context Protocol server that enables real-time communication with LLM clients using Server-Sent Events (SSE) for transport and Bearer Token authentication for security.

A Model Context Protocol server that provides comprehensive tools for managing CS-Cart e-commerce stores, enabling product management, order handling, and sales analytics.

AI-ready developer feedback capture tool with voice narration and intelligent screenshots

This server enables users to programmatically scrape and access Google Maps reviews through a Multi-Agent Conversation Protocol interface to the Apify API.

A simple MCP server that provides a calculator tool, dynamic greeting resources, and code review prompts, demonstrating how to build standardized interfaces for LLM applications.

An MCP server that allows Claude Desktop to query Monad testnet for MON token balances of accounts.

A Model Context Protocol server that provides Commitizen functionality, enabling AI assistants to generate, validate, and work with conventional commit messages.

A FastMCP-based service that extracts no-watermark links from 20+ video platforms (including TikTok, Kuaishou, etc.) and can convert video speech to text.

A dual-protocol MCP server that supports both modern Streamable HTTP and legacy HTTP+SSE protocols, providing backward compatibility for clients while offering advanced features like session resumability.