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Provides code review and guideline loading based on Andrej Karpathy's coding principles, helping LLMs avoid common pitfalls like over-engineering and unnecessary changes.

Auto-generate API docs, READMEs, and changelogs from any codebase u2014 directly from your AI agent. Supports Python, JavaScript, TypeScript, Rust, Go, Java, and 40+ other languages.

This sample project is an Web automation framework developed and tested using Playwright for test automation, with TypeScript as the programming language.

Calculates estimated import duties, taxes, and customs clearance rules for overseas purchases, with all tools being read-only and operating without external API calls.

Zero-dependency HTML DOM semantic tree pruner compressing web markup into accessibility-friendly clean trees with 80%+ token reduction.

Provides current weather conditions and forecasts for Singapore from official NEA APIs, enabling users to query real-time weather data and multi-day forecasts through natural language.

Enables AI agents to read and write to-dos, lists, areas, and projects in Things 3 on macOS via AppleScript, allowing task management workflows like triaging, logging, and rescheduling.

Real-time toxicity score analyzer & sentiment drift monitor (WhyLabs / LangKit)

Generate, audit, and maintain legal policies that match what your code actually does.

Multi-purpose MCP server combining web scraping via httpx and Playwright, DuckDuckGo search integration, hardware monitoring for CPU/GPU/memory/disk, backend API interactions, and local games including number guessing, tic-tac-toe, and text adventure.

"Convert JSON array of objects to CSV format".

An MCP server that runs in the browser, letting web pages register custom tools and prompts and expose them to an MCP client over WebSocket. Enables agents to drive UI, call page-scoped APIs, and get human-in-the-loop confirmation.

A time MCP server that provides real current time and recency checks to prevent AI temporal hallucinations.

Spring Based MCP Server

GitLab MCP provides a comprehensive bridge to the GitLab API, enabling AI assistants to interact with GitLab repositories through a set of standardized tools. Developed by nguyenvanduocit, it supports operations like listing projects, managing merge requests, retrieving file contents, analyzing pipelines, and exploring user events. The implementation is particularly useful for developers seeking programmatic interaction with GitLab through a conversational AI interface.

Official MCP server for IntelCue — live market & competitive intelligence (trending topics, competitor alerts, keywords) delivered to Claude and any MCP client. intelcue.ai

Free, open-source MCP server and CLI for the BaseLinker API, exposing two tools to call any API method and list methods with minimal context cost.

Export .pen design to React/Tailwind code.

Enables creating Jira issues and listing issue types for a Jira Cloud project using Basic Auth credentials.

Provides futures market analytics (Open Interest, Liquidations, Long/Short Ratio, Funding Rates) via the CoinGlass API v4, enabling natural language queries for crypto derivatives data.