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.

This project demonstrates how to integrate the MCP (Model Context Protocol) server with Pydantic.AI, includes example code for weather services, and supports interaction through different LLMs (such as GPT - 4 and Sonnet).

A server that directly queries OpenAI models via the MCP protocol, supporting the o3 - mini and gpt - 4o - mini models, providing concise and detailed answers.

The MCP server for the 1000 Genomes Project dataset provides real - time natural language access to 3202 samples, 138 million variants, and approximately 442 billion genotypes in the Dnaerys variant storage, supporting screening and analysis based on coordinates, annotations, and genetic patterns.

Tutorial on setting 4K YouTube videos

An MCP service that helps technical coaches create structured learning hour meeting content, following the 4C learning model to generate a complete 60 - minute technical practice course plan including connection, concept, practice, and conclusion.

This is an MCP server designed for VSCode, specifically used for searching the documentation of Lean Mathlib 4. It allows users to query declarations, modules, and instances and obtain relevant documentation links and detailed information.

This is a server project that provides MCP services for Google Analytics 4, including functions such as data acquisition, resource query, and data analysis. It needs to be used with Google service account authentication.

Set up the MCP Replicate FLUX service for 4K YouTube videos

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.

MCP Connect 4 is a Tic - Tac - Toe game project that realizes human - machine interaction through MCP technology, allowing users to play against AI assistants and automatically record the game state.

The MCP server implementation of the 3xpl API allows LLMs to interact with data from 48 blockchains through the JSON API, providing various blockchain query and aggregation tools.

An MCP server integrating the visual capabilities of GLM - 4.5V, supporting local image and URL analysis, and providing image analysis functions through Claude Code

An MCP toolset based on the Volcengine Seedream 4.0 API, providing functions such as text - to - image, image - to - image, multi - image fusion, and sequential image generation, supporting automatic Qiniu Cloud upload, prompt templates, and local picture saving.

An MCP service tool for converting Tailwind components to NativeWind 4

TurboVault is a production-level MCP server that transforms an Obsidian knowledge base into an AI-driven intelligent knowledge system. It provides 44 professional tools for reading, writing, searching, analyzing, and managing notes, with a performance of less than 100 milliseconds.

An MCP server integrated with the 4o-image API, supporting image generation and editing through text.

The GLM-4.6 MCP Server is an enterprise-level architecture consulting protocol bridging service that connects Claude 4.5 Sonnet and GLM-4.6 through the model context protocol, providing system design, scalability patterns, and technical decision-making support. It supports functions such as code architecture analysis, system architecture design, and decision review.

A lightweight Excel automation MCP server based on FastAPI and GPT - 4o, supporting Excel file operations through natural language.

A Godot 4 example project containing an MCP client plugin, used to demonstrate real-time viewing, modifying scene node attributes, and calling methods through AI tools such as Claude during game runtime, enabling AI-assisted debugging and development.

MCP - ChatBot is a chatbot application based on the Modular Capability Protocol (MCP). It integrates weather services and the GPT - 4o model through a containerized architecture to provide natural language interaction capabilities.

A Google Analytics 4 data access server based on the Model Context Protocol, providing data query functions for page views, user activity, event analysis, and user behavior.

The Cinema4D MCP Server is a bridge connecting Cinema 4D and Claude, assisting in 3D scene operation and modeling through prompts.

An MCP server implementation integrating the 4o-image API, supporting image generation and editing by LLMs and AI systems through a standardized protocol, including functions such as text-to-image generation and image editing.

A memory modification tool for 'Persona 4 Golden' based on Rust, which can modify the in - game money value in real - time

The combination of Gemini CLI and the MCP server built with Google Apps Script extends the automation capabilities of Google Workspace through a low - code platform, providing support for 41 tools covering services such as Gmail, Drive, Calendar, etc., and enabling multi - step execution of complex tasks.

The Carla MCP Server is a professional audio production AI control platform that provides complete audio plugin host control through 45 tools and supports natural language operation of professional audio workflows

BinAssistMCP is an MCP service that connects Binary Ninja with large language models (LLMs), providing more than 40 reverse engineering tools and supporting dual transport protocols and intelligent context management.

Admin-Transactions-MCP is a service based on FastMCP, used to interact with the transaction API of a CakePHP 4 application and supports querying transaction details through natural language.

A UUID generation server based on the MCP protocol, providing version 4 UUID generation services.

The Pyth Network MCP Server provides real-time access to decentralized oracle price feeds, supporting price data for over 1,930 assets, including cryptocurrencies, stocks, foreign exchange, etc. It provides market data services for AI agents through 5 tools, 4 prompts, and 3 resources.

The BusinessMap MCP server provides complete project management integration, supporting comprehensive access to 42 tools such as workspaces, boards, cards, subtasks, parent - child relationships, achievements, and custom fields.

A Doubao Seedream 4.0 text - to - image server based on the MCP protocol. It supports AI image generation, automatic download, and local storage, and can be integrated into Claude Code for use.

A collection of 46 professional AI sub - agents to expand the functionality of Claude Code, covering multiple fields such as development, architecture, language, infrastructure, quality and safety, data AI, etc., and achieving task optimization through specific model allocation.

A Google Analytics 4 data access server based on the Model Context Protocol, providing functions such as page views, user activity, event analysis, and user behavior monitoring.

A high - performance cancer genomics MCP server that enables seamless interaction with cBioPortal data through an asynchronous Python architecture. It adopts an enterprise - level modular design, boosting performance by 4.5 times.

A Claude conversation log analysis system with 4 intelligent agents, providing semantic analysis, pattern discovery, automatic document generation, and intelligent coordination functions, natively integrated with Claude Code through MCP.

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).

This is an MCP server developed for QuickFile UK accounting software, providing more than 40 tools to enable AI assistants to fully access functions such as invoices, customers, purchases, banks, and financial reports.

DataBeak is an AI - enhanced CSV data processing tool based on the Model Context Protocol (MCP), offering over 40 data operation, analysis, and validation functions. Specifically designed for AI assistants, it supports loading data from a URL or string, has advanced analytics, data validation, and session management capabilities, and uses a stateless architecture, making it suitable for secure web hosting.