n8n is a workflow automation platform for technical teams, combining code flexibility and no - code speed, offering over 400 integrations, native AI capabilities, and fair - code licensing, supporting self - hosting or cloud deployment.

The Unsloth MCP Server is a server for efficiently fine-tuning large language models. Through optimized algorithms and 4-bit quantization technology, it achieves a 2-fold increase in training speed and an 80% reduction in video memory usage, supporting multiple mainstream models.

Nano Agent is an experimental small engineering proxy MCP server that supports multi-provider LLM models, used to test and compare the proxy capabilities of cloud and local LLMs in terms of performance, speed, and cost. The project includes a multi-model evaluation system, a nested agent architecture, and a unified tool interface, supporting providers such as OpenAI, Anthropic, and Ollama.

myAI Memory Sync is a cross - platform memory sync tool designed for Claude. It realizes unified management of user preference settings and personal information through the local - first MCP protocol, and supports natural language interaction and high - speed cache queries.

The Unsloth MCP Server is a server for efficiently fine-tuning large language models, achieving a 2-fold speed increase and 80% memory savings through optimization techniques.

The MCP Internet Speed Test is an experimental project that provides network performance testing tools for AI models through the standardized MCP protocol, including functions such as download/upload speed, latency, and jitter measurement.

Forge MCP Server is a tool that automatically optimizes PyTorch models into high-performance CUDA/Triton kernels through 32 parallel AI agents, increasing inference speed by up to 14x and supporting multiple MCP-compatible AI programming assistants.

NCP is an intelligent orchestrator for the MCP protocol that manages multiple MCP servers in a unified manner. It automatically routes tool calls through semantic understanding, significantly reducing the cognitive burden and token consumption of AI tools, and improving the work efficiency and response speed of AI assistants.

The Windows TTS MCP Server is a text - to - speech service based on PowerShell, providing stable and efficient TTS functionality for Claude Desktop. It supports operations such as voice control, speed adjustment, and emergency mute.

A React application for visualizing and replaying LLM chat records, supporting drag-and-drop upload, playback control, speed adjustment, and progress jumping functions.

Browser MCP is an MCP server + Chrome extension project that enables browser automation operations through AI applications (such as VS Code, Claude, etc.). Its features include local operation to ensure speed and privacy, using real browser fingerprints to bypass detection, and supporting existing login sessions.

A weather information query MCP server based on the OpenWeatherMap API, providing real - time weather data including indicators such as temperature, humidity, and wind speed.

An MCP server for controlling Dyson air purifiers and fans, supporting functions such as getting device status, adjusting wind speed, setting oscillation mode, and checking air quality.

An MCP server that provides real-time system monitoring functions for Claude, supporting monitoring of CPU, memory, disk, network, battery, and internet speed.

MeshSeeks is an AI task-solving platform based on multi-agent parallel processing technology. By creating a specialized AI agent network, it enables the rapid decomposition and collaborative resolution of complex coding problems. The project offers 4 times the context capacity, a real-time status panel, and intelligent task coordination functions, significantly improving development efficiency (benchmark tests show a 3.64-fold speed increase).

An MCP server that provides real-time system monitoring functions for Claude, capable of monitoring indicators such as CPU, memory, disk, network, battery, and internet speed.

This is a Taiwan High - Speed Rail information query service based on the MCP protocol. It provides functions for querying schedules, station information, train status, and seat availability, supports multilingual queries, and is integrated with the TDX API.

This is an MCP server project based on Node.js. It integrates AI assistants with the Bouyomi-chan voice synthesis software through the Model Context Protocol, providing text-to-speech function and supporting parameter adjustment such as voice type, volume, and speed.