Get U.S. weather alerts, forecasts, and observations, including aviation products like TAFs and SIGMETs. Explore radar, station, and zone data to power location-aware features. Stay ahead of hazards w
Provide LLMs with the current date and time context based on the server's system clock. Enable your agents to access accurate and up-to-date temporal information seamlessly. Simplify time-related quer
Create immersive travel experiences by instructing an avatar to navigate Google Maps. Report on the journey's progress with real-time updates and photos, enhancing your virtual exploration. Engage wit
Enable powerful LLM-driven exploration and analysis of GitLab instances with comprehensive search, code browsing, and issue management tools. Seamlessly integrate with self-hosted or GitLab.com enviro
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**Give your AI the ability to understand meaning, not just match keywords.**
Personalize your study with on‑demand tutoring that generates tailored lessons and adaptive quizzes. Track progress and stay motivated with achievements, streaks, and leaderboards. Collaborate with
Provide enhanced problem-solving capabilities by leveraging systematic thinking, mental models, and debugging approaches. Enable structured reasoning and decision-making support for complex challenges
# PSADT-MCP Server A Model Context Protocol (MCP) server that provides AI assistants with powerful tools for Windows software deployment using the PowerShell App Deployment Toolkit (PSADT). This serv
BGG MCP provides access to BoardGameGeek and a variety of board game related data through the Model Context Protocol. Enabling retrieval and filtering of board game data, user collections, and profile
Determine refund eligibility for popular US consumer subscriptions including Apple, Netflix, and Adobe. Simplify the process of reclaiming funds by providing clear approval status based on vendor poli
Enable users to create and play customizable Minesweeper games through AI assistants. Manage multiple game boards with flexible sizes and mine counts, and interact with the game via revealing and flag
A comprehensive Model Context Protocol (MCP) server for the Starknet blockchain. This server provides AI agents with the ability to interact with Starknet networks, query blockchain data, manage walle
A minimalist research server implementing the Model Context Protocol (MCP) to deliver AI-powered research capabilities through Perplexity's web interface.
A Model Context Protocol (MCP) server that provides AI assistants with access to the [Adzuna Job Search API](https://developer.adzuna.com/). Search for jobs, analyze salary data, and research employer
Provide seamless access to multiple premium AI models through OpenRouter with secure OAuth authentication and easy setup. Integrate effortlessly with MCP-compatible clients like Cursor and Claude Desk
Enable AI assistants to fully interact with Cisco Webex messaging by sending messages, managing rooms, teams, users, webhooks, and enterprise features. Access a comprehensive set of 52 tools covering
Enable AI assistants to interact with LinkedIn by scraping profiles, companies, and job postings. Perform detailed data extraction and session management to support recruitment and business research w
Generate high-quality images and videos using FAL AI models with seamless automatic downloads to your local machine. Access generated content via public URLs, data URLs, or local file paths for maximu
Provide real-time weather alerts and forecasts for US locations using official National Weather Service data. Enable applications to retrieve accurate weather information dynamically through simple to
Monitor and analyze PostgreSQL databases with natural-language queries. Diagnose slow queries, locks, bloat, replication lag, and WAL health across single or multiple databases. Get safe, read-only in
# MCP Directory Submissions This page tracks Ghost Protocol MCP listing readiness for agent/tool directories. ## Submission packet (canonical) Use these URLs in every directory submission: - MCP e