Development Tools

A comprehensive MCP server providing a wide array of utilities including system monitoring, file management, text processing, web requests, and date/time manipulation.

A comprehensive weather information server that integrates with the QWeather API to provide real-time conditions, multi-day forecasts, and global city lookup capabilities.

A comprehensive MCP server for interacting with the GitLab API, supporting repository management, file operations, issue tracking, and merge requests. It uniquely handles both project and group-level milestones for cross-project workflow coordination.

Enables users to convert structured data into Token-Oriented Object Notation (TOON) to reduce LLM token usage and costs by up to 70%. It provides tools for encoding, decoding, and analyzing data formats like JSON, CSV, and XML to optimize prompt efficiency.

A robust MCP server that provides full control over iOS Simulators and web browsers, enabling AI assistants to perform UI testing, mobile app interaction, and web automation.

A transport-agnostic MCP server providing integrations with Claude Code, Gemini, and Codex agents, featuring built-in utilities for shell execution and real-time streaming via STDIO or HTTP.

A specialized MCP server that provides AI models with real-time Google Web search capabilities via the Gemini API, featuring grounding metadata and source citations.

The official MCP server for Turtle Noir - The lateral thinking puzzle game. Test your deductive reasoning against a strict AI host.

Execute Python code on Google Colab GPU runtimes (T4/L4) from any MCP client

Provides authoritative astronomical data including moon phases, solar eclipses, and sun/moon rise and set times using the US Navy API or offline Skyfield calculations. It enables users to query Earth's seasons and celestial events for any location and date.

A meta-MCP server that acts as a universal gateway, allowing users to discover and execute tools from thousands of other MCP servers through semantic search. It dynamically loads servers on demand and provides standardized functions for searching, discovering, and running tools across the entire MCP ecosystem.

MCP server for Altegio API — appointments, clients, services, staff schedules

An MCP server that connects local AI to senior remote models (OpenAI, Anthropic, Gemini) for expert programming guidance with intelligent context sync and session persistence.

Model Context Protocol (MCP) server that provides AI agents with access to Google Search Console data.

Provides persistent SQLite-based memory and unified tool abstraction for AI agents to support long-term context and complex tool chaining. It enables automated code analysis, file operations, and environment discovery through a standardized interface.

An enterprise-grade MCP server that provides comprehensive Docker management, allowing users to control containers, images, volumes, and remote hosts using natural language commands.

Integrates Postman with Cursor IDE to manage collections and requests through natural language. It features specialized tools for automatically migrating API endpoints and metadata directly from .NET controller code into Postman collections.

A toolset for automated HTML rendering, visual analysis, and AI-driven correction using Playwright and Mistral AI Vision to ensure web pages match design specifications.

An enhanced Model Context Protocol server for ClickUp that enables task management, time tracking, and advanced task dependency handling via AI applications.

Integrates with the Edinburgh Festival API to provide detailed access to events and venue data across all Edinburgh festivals, including historical records and optional Google Maps integration for routing.

A semantic code editing server that leverages ast-grep to provide AST-powered pattern matching, scope-based navigation, and automated refactoring across over 20 programming languages.

Your AI Co-Pilot for YouTube - MCP server for video transcripts, search, and analysis

A comprehensive MCP server for interacting with Korean HWPX documents, supporting full CRUD operations for paragraphs, tables (including nested tables), styles, images, and Mermaid diagrams with cross-platform stability.

A tool that dynamically transforms OpenAPI/Swagger specifications into MCP servers, allowing AI assistants to interact with REST APIs as functional tools.

Provides stateful prompt optimization using research-backed techniques like APE and OPRO, learning from historical performance data via a vector database. It enables users to automatically refine prompts, retrieve high-performing examples, and track performance analytics through iterative feedback.

A production-ready file system MCP server that provides secure, sandboxed file and directory operations, including search, metadata retrieval, and automatic backups for Claude Desktop.

MCP (Model Context Protocol) Server. Enables AI assistants to navigate websites, extract content, and automate browser tasks through asynchronous execution with detailed progress tracking and flexible deployment options.

An MCP Server for Kafka clusters to interact with kafka environment via tools on messages, topics, offsets, partitions for consumer and producers along with seamless integration with MCP clients.

A highly efficient MCP server for Shortcut project management designed for Cloudflare Workers, offering a single-tool architecture that reduces token usage by 96% compared to the official implementation.

MCP (Model Context Protocol) Server. Integrates with Sefaria.org API to provide access to Hebrew and English Jewish texts, weekly Torah portions, and associated commentaries for religious study and scholarly research.