Scrapling is an adaptive web scraping library that can automatically learn website changes and re - locate elements. It supports multiple scraping methods and AI integration, providing high - performance parsing and a developer - friendly experience.

Solon is an efficient, open, and eco - friendly Java enterprise application development framework that supports all - scenario development. It features high performance, low memory consumption, fast startup, and small - volume packaging. It is compatible with Java 8 to Java 24 and the GraalVM native runtime.

A high - performance Model Context Protocol (MCP) server for integrating Notion into AI workflows.

The Rust MCP SDK is a high - performance, asynchronous toolkit for building MCP (Model Context Protocol) servers and clients. It simplifies the development process, allowing developers to focus on application logic while providing powerful features and consistency guarantees.

A serverless YouTube subtitle extraction service based on Cloudflare Workers, using the MCP protocol to achieve high - performance AI assistant integration

Nchan MCP Transport is a high-performance WebSocket/SSE transport layer and gateway designed for Anthropic's MCP (Model Context Protocol), supporting real-time and scalable AI integration.

A high - performance MCP server that provides an efficient knowledge interface between LLMs and MongoDB, supporting small context window optimization and multiple domain data models.

A high - performance MCP server for semantic code search, written in Rust, supporting hybrid search (BM25 + vector embedding), AST intelligent chunking, and over 60 programming languages.

A high - performance Trino MCP server implemented in Go, supporting AI assistants to interact with Trino's distributed SQL query engine through standardized MCP tools.

Xcatcher is a high - performance X (Twitter) data scraping service based on the remote MCP protocol. It supports pay - as - you - go with USDC on the Base and Solana chains via the x402 protocol, provides OpenAPI specifications for easy integration of AI agents, and focuses on the rapid collection of the latest posts of a large number of users.

The official e18e MCP server provides modern, high - performance best - practice suggestions for AI agents, including checking package installation commands, analyzing source code imports, and providing migration guides.

The FAL Image and Video MCP Server is a high - performance MCP protocol server specifically designed for image and video generation in FAL AI, supporting automatic download to local machines. It provides public URLs, data URLs, and local file paths, suitable for MCP - compatible clients such as Claude.

A production-level MCP server implementation integrating Torob product search and Instagram content analysis functions

GUARDRAIL is a security framework specifically designed for the large language model (LLM) application ecosystem, providing comprehensive protection especially for the Model Context Protocol (MCP). It uses a multi - layer architecture, including an information gateway layer, a context verification layer, a request control layer, an execution isolation layer, and an audit monitoring layer, aiming to prevent data leakage, unauthorized access, and resource abuse. This framework emphasizes progressive adoption, allowing developers to gradually enhance security while maintaining high performance and ease of use.

A high-performance image compression microservice based on the MCP architecture

Alibaba Cloud PolarDB is a cloud - native relational database service that provides high performance, second - level automatic scaling, and large - capacity storage. It is fully compatible with MySQL and PostgreSQL and highly compatible with Oracle syntax.

Unity Code MCP is a high - performance MCP server built on Rust, designed for AI agents to independently write Unity code, providing lightweight and efficient compilation feedback and test execution capabilities.

The Universal Documentation MCP Server is a high - performance MCP server that can transform any documentation website into an AI - accessible knowledge base. It supports multiple platforms such as GitBook, Vercel Documentation, and Next.js sites, and has features such as instant startup, intelligent caching, and automatic domain name detection.

The Kubernetes MCP Server is a tool that provides secure read-only access to Kubernetes resources for debugging and inspecting the cluster status. It supports multi-cluster switching, CRD resources, and intelligent resource discovery, emphasizing security and high performance.

Vulcan File Ops is a high - performance file operation server based on the Model Context Protocol (MCP) that can transform desktop AI assistants (such as Claude Desktop, ChatGPT Desktop, etc.) into powerful development partners. It provides secure file reading and writing, batch operations, document processing, image analysis, and Shell command execution functions. It features enterprise - level security controls, dynamic directory registration, and intelligent tool filtering, allowing users to have full control over local file system access.

The CCXT MCP Server is a high - performance cryptocurrency exchange integration service based on the Model Context Protocol (MCP) and the CCXT library. It supports connecting to more than 20 exchanges, provides unified API access to various market types such as spot and futures, and has features such as proxy configuration, cache optimization, and rate limiting.

A pure crawler - based web search MCP service based on Node.js, supporting Bing web page and news searches without an official API, providing high - performance crawling and health monitoring functions.

MCP Rendering Server Project

The NGSS MCP Server is a protocol server that provides the curriculum standards for the middle school stage of the Next Generation Science Standards (NGSS) in the United States for AI assistants. It contains 55 standards and supports 3D framework queries, high - performance caching, and various search tools.

This project provides a comprehensive CI/CD pipeline for the MCP Git server, including workflows such as code quality checking, test verification, protocol compliance testing, security scanning, and performance testing, to ensure that the server behavior complies with the MCP protocol standard and maintains high - quality code.

OpenZIM MCP is a high - performance MCP server that enables AI models to access and search ZIM - formatted knowledge bases offline, supporting intelligent retrieval, security verification, and multi - instance management.

MCPy is a high-performance Minecraft server engine based on Python and Cython. It integrates scientific computing libraries and advanced optimization techniques, aiming to provide excellent performance and scalability. The project is currently in the development stage and includes core modules such as the server engine, world generation, network processing, entity system, and data persistence.

The VikingDB MCP Server is a storage and search service for the high-performance vector database VikingDB, supporting quick integration into applications such as Claude Desktop through configuration.

A high - performance image processing server based on the Model Context Protocol, providing rich image processing functions such as format conversion, size adjustment, and compression optimization.

A high - performance backend for 12306 train ticket queries based on the MCP protocol, supporting queries for remaining tickets, stations, stop stations, transfers, and intelligent time tools, suitable for AI/automation scenarios

The Krep MCP Server is a high - performance string search tool that provides optimized pattern matching functions for AI assistants through the MCP protocol. Although the core functions are simple, the project has problems such as over - engineering, redundant documentation, and chaotic integration.

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 high - performance CloudStack MCP Server that provides complete virtual machine lifecycle management, infrastructure discovery, and security authentication functions, and supports integration with AI assistants and automation tools through the MCP protocol.

A high - performance GitHub star analysis MCP server that provides functions for analyzing starred repositories, tracking timelines, and gaining insights into technology trends.

VibeStudio is a headless video editing server based on Bash and FFmpeg, designed for AI assistants, providing a high - performance, zero - runtime - dependency media processing toolset.

The OCI Core Services FastMCP Server is a production-level management tool designed specifically for Oracle Cloud Infrastructure. It provides comprehensive compute instance lifecycle management, database operations, and network information query functions. Adopting the LLM-first design concept, it achieves high performance and reliability through the OCI Python SDK.

vLLM is an efficient and easy - to - use LLM inference and service library that supports multiple model architectures and optimization techniques, providing high - performance LLM services.

The Krep MCP Server is a high - performance string search tool that provides optimized pattern matching capabilities for AI assistants through the MCP protocol.

The Australian Postcodes MCP Server provides a high - performance query service for postcode and suburb data, supporting intelligent fuzzy matching and geographical search functions.

A high-performance file search tool based on Rust and ripgrep, supporting the MCP protocol, providing fast file content search and reading functions.