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Automates generation of Work Breakdown Structure (WBS) diagrams and project documents. Supports Mermaid, PNG, and .docx export for project MINTRANET.

Real-time English ↔ Mandarin Chinese speech translation for Claude. Transcribes audio locally with Whisper, translates via Claude API, and synthesises speech locally with Piper TTS. Pass a WAV file path. Claude handles the rest.

Compiler Explorer MCP is a server that connects LLMs to the Compiler Explorer API, enabling them to compile code, explore compiler features, and analyze optimizations across different compilers and languages. The implementation provides three main tools: listing supported programming languages, retrieving available compilers for a specific language, and compiling source code with customizable options and filters. Built with FastMCP and asynchronous HTTP requests, it handles error cases gracefully and supports various compilation parameters, making it particularly valuable for developers and educators who want to compare compiler behaviors, investigate optimization differences, or explore language feature support without leaving their AI assistant conversation.

Minimal TypeScript MCP server providing real flight and hotel search via SerpApi for a personal travel-planning agent.

Investidor10 MCP Server: A Model Context Protocol (MCP) server for interacting with the Status Invest API. Provides tools for fetching stock data and indicators, with a layered architecture and data validation using Zod

Scans AWS Security Groups for dangerous public exposures (SSH, RDP, databases) and generates risk reports.

Enables AI agents to create and manage kankan.email mailboxes, send and receive emails, renew mailboxes, and handle order payments and status queries through MCP tools.

VesselFinder MCP — wraps the VesselFinder AIS API (vesselfinder.com)

MCP server for Bitbucket Data Center that enables PR creation, review comment management, and rebasing workflows through natural language commands.

Enables AI assistants to access and analyze your Hevy workout data, including workout history, exercise progress, personal records, and routines.

Enables natural language queries for real-time weather and 16-day forecasts globally via Open-Meteo, with Chinese output and no API key needed.

An MCP server that allows users to ping other hosts to check network connectivity and diagnostic information. It enables LLMs to perform network latency tests and host availability checks through a standardized interface.

CFTC Commitment of Traders (COT) MCP.

The first MCP server for Aladhan: Prayer Times, Qibla, Hijri Conversion, and Monthly Calendars.

⚠️ [Archived] ⚠️ Independent MCP server for querying all public information across the osu.edu domain and subdomains.

Enables fetching exact Google Ads search volume for SEO keywords via the Pipeworx gateway.

The GitKraken MCP Server turns your AI assistant into a context-aware development partner by connecting it to git history, branches, issues, pull requests, and multi-repo workflows through GitKraken. It works with all the providers you would expect from the GitKraken software suite such as GitHub, GitLab, Azure DevOps, Bitbucket, Jira, and more.

Experimental MCP server built with NestJS and LangGraph, enabling tool execution and agent workflows via stdio transport. Supports OpenAI and Ollama models for flexible agent orchestration.

Manages parallel Git worktrees, enabling work on multiple branches simultaneously without stashing or context switching.