UE5 - MCP is an AI - integrated automation tool designed to optimize the workflow between Blender and Unreal Engine 5, providing an end - to - end solution from scene generation to game development.

MCP Reasoner is a tool designed for Claude Desktop to enhance reasoning capabilities. It provides two algorithms, Beam Search and Monte Carlo Tree Search, and adds an experimental strategy simulation layer to optimize the solution of complex problems.

HiMarket is an out-of-the-box enterprise-level AI open platform solution that provides three core components: a management backend, a developer portal, and an AI gateway. It supports packaging AI capabilities such as model services and MCP Server into standardized API products and publishing them.

Pixelle MCP is an omnimodal AIGC solution based on the MCP protocol, which can convert ComfyUI workflows into MCP tools without code, achieving seamless integration between LLM and ComfyUI.

Shipxy MCP Server is an open-source maritime location service solution that complies with the MCP protocol, providing APIs for real-time ship tracking, port data, route planning and marine weather, and supporting integration with developers and AI agents.

The StrawHat AI development repository provides a complete solution for building local and online AI development environments, including various tools such as the Ollama backend, Open - WebUI frontend, and Claude desktop proxy, supporting rapid deployment and development of AI applications.

MCPHub is an embeddable Model Context Protocol (MCP) solution for AI service integration. It provides a unified way of configuration and management, supports multiple AI frameworks (such as OpenAI Agents, LangChain, Autogen), and simplifies the connection between MCP servers and AI applications.

A comprehensive AWS cost analysis and optimization recommendation MCP server that integrates AWS core services such as Cost Explorer and Compute Optimizer, providing resource optimization solutions and cost - saving suggestions.

Ref MCP is a Model Context Protocol server that provides AI programming tools or agents with access to documentation for APIs, services, libraries, etc. It is a one-stop solution to keep agents updated on documentation in a fast and token-efficient manner.

This project is a research and documentation on the Model Context Protocol (MCP), including technical analysis, implementation solutions, usage guides, and other resources, aiming to comprehensively introduce the MCP ecosystem.

Vibe Check MCP is a server that provides metacognitive supervision for AI agents. Through pattern interruptions, plan simplification, and self - learning feedback loops, it prevents AI from falling into error paths or over - designing solutions in complex tasks.

Agent Knowledge MCP is a comprehensive knowledge management solution that integrates Elasticsearch search, file operations, document validation, and version control functions, providing powerful knowledge management capabilities for AI assistants.

A code problem-solving service that combines various AI and community resources. By integrating the analyses of Gemini AI, Stack Overflow, and Perplexity AI, it provides developers with multi - perspective programming solutions.

Agent Knowledge MCP is a comprehensive knowledge management solution integrating Elasticsearch search, file operations, document validation, and version control functions, providing powerful knowledge management capabilities for AI assistants.

YouTube MCP is an AI-based solution designed to enhance the YouTube content interaction experience through machine learning technology. It supports video search, subtitle access, and semantic search without using the official API.

A VSCode extension that turns the editor into an MCP server, supporting functions such as code editing, terminal operations, and preview tools, and providing a cost - effective AI programming assistance solution.

Alibaba Cloud DMS MCP Server is an AI-driven unified data management gateway that supports connecting to more than 30 data sources, providing a one-stop solution for cross-source data secure access, and has core functions such as NL2SQL, code generation, data retrieval, and security auditing.

AI Expert Workflow MCP is a model context protocol server based on the OpenRouter API. Through three AI expert roles of product manager, UX designer, and software architect, it provides a complete workflow solution from product planning to technical implementation. The project supports independent generation of PRD documents and can also be integrated with Task Master for task management.

The MCP server is a multi - functional backend service platform that supports file management, database operations, API integration, and vector search. It provides a Docker deployment solution and examples of integration with Tongyi Qianwen.

Provide a configuration and operation solution based on the Prefect MCP Server, suitable for the Cursor IDE environment.

Thoughtbox is an AI thinking assistant tool that helps users break down complex problems and optimize solutions through functions such as step - by - step thinking, revision, and branching reasoning

Odoo MCP Improved is an enhanced model context protocol server that provides a comprehensive AI integration solution for the Odoo ERP system, including advanced tools in business areas such as sales, procurement, inventory, and accounting.

The SAP Documentation MCP Server provides offline access to official documentation and real-time SAP community content, integrates authoritative documentation and community solutions, and supports a dual search system, intelligent formatting, and real-time content acquisition.

The Unsplash Smart MCP Server is a professional image library integration solution designed for AI agents. It provides intelligent search, automatic attribution, and project-aware image management functions, simplifying the process of obtaining visual content for developers.

This is a Claude MCP server demonstration project, which is used to show how to achieve system observability through a log reading tool, helping users analyze log errors and provide solutions.

The Palo Alto Networks MCP Server Suite is a modular solution that provides a unified API interface for managing firewalls and services, including five major functional modules: core service, policy management, configuration management, object management, and device management.

The Fewsats MCP server is an AI agent payment solution integrated with Fewsats payment services, supporting wallet balance query, payment method management, and order payment functions.

DocuMCP is an intelligent document deployment MCP server that provides a revolutionary document deployment solution for open - source projects through in - depth repository analysis, intelligent static site generator recommendation, and automated GitHub Pages deployment workflow.

A semantic code search server based on the MCP protocol, supporting two embedding models, OpenAI and Ollama, capable of indexing local projects or Git repositories, and providing an enterprise - level private code search solution.

This project uses natural language processing technology to automatically extract key elements from guarantee texts, split clauses, and highlight key points, and output structured data, providing an automated processing solution for legal and financial professionals.

A persistent memory server based on knowledge graphs that supports remembering user information across sessions and accumulating experience through an error - learning system. It provides functions for entity - relationship management, observation record storage, and error - solution management, and can be integrated into the Cursor MCP client.

The Zabbix MCP server is a comprehensive integration solution based on FastMCP and python - zabbix - utils. It provides full access to the Zabbix API functions, supports various management functions such as hosts, monitoring items, and triggers, and can be operated through MCP - compatible tools.

The MCP Agent Server is an open-source AI employee brain designed to work in conjunction with workflow engines such as n8n. It supports natural language interfaces, persistent memory, and feedback loops, emphasizing the AI employee metaphor and vertical solutions.

VideoCutter is a professional multimedia tool that integrates video, audio, and image processing. It supports AI - intelligent editing and the MCP protocol, providing a one - stop intelligent creation solution.

The MCP Speaker Diarization and Recognition System is a complete solution integrating GPU-accelerated speaker separation, speech recognition, emotion detection, and a web interface. It combines the speaker separation of pyannote.audio with the faster-whisper transcription technology, supporting persistent speaker recognition (one-time registration, permanent recognition), dual-detector emotion analysis (combining general AI and personalized voiceprints), real-time stream processing, REST API, and MCP server, and is designed for AI intelligent agent integration and hobby projects.

This project demonstrates how to deploy a remote MCP server on Cloudflare Workers and implement OAuth login functionality. It provides a local development guide, a method for connecting with the MCP Inspector, a solution for integrating with the Claude desktop client, and a complete process for deploying to Cloudflare.

A deep thinking and analysis server based on the Gemini API, providing multi - perspective problem analysis, integration of critical and creative thinking, code quality assessment, and optimization suggestions, supporting technical decision - making and solution design.

The Eyevinn open - source cloud MCP server provides web services such as databases, storage, and VOD processing pipelines based on open - source technologies. It supports developers to create vendor - lock - in - free solutions and participate in revenue sharing.

The 302AI Custom MCP Server is a customizable multi - functional tool platform that supports flexible configuration of different API tools, is compatible with multiple clients, and provides a one - stop AI service solution.

A smart assistant solution server for code problems that combines Gemini AI, Stack Overflow, and Perplexity AI, providing multi - source technical analysis and code repair suggestions