AI / ML
| Server | Language | Stars | Downloads |
|---|---|---|---|
| mcp-client-server MCP Client and Server architecture test | TypeScript | 0 | - |
| mcp-codestyle-server MCP Codestyle Server 是一个基于 Spring AI 实现的 Model Context Protocol (MCP) 服务器，为 IDE 和 AI 代理提供代码模板搜索和检索工具。该服务从本地缓存查找模板，并在缺失时自动从远程仓库下载元数据和文件进行修复。 | Java | 55 | - |
| mcp-color-convert Comprehensive color conversion, manipulation, analysis, and accessibility MCP server | TypeScript | - | - |
| MCPComp Diagnostics Grade an MCP server's auth against the spec and diagnose which layer a failure is in. | TypeScript | - | - |
| MCP Compliance Preflight Scan an MCP server for EU AI Act Art. 50, tool quality, OAuth hygiene & security before shipping. | — | - | - |
| mcp-confluence-data-center MCP server for Confluence Server/Data Center | TypeScript | - | - |
| MCP Conformité IA Outils MCP pour la conformité IA (EU AI Act) : évaluation de risque, checklists réglementaires et veille, pour PME et organisations publiques françaises. Hébergé par AgentIA. | — | - | - |
| mcp-context-cache MCP server for AI agent context caching | TypeScript | - | - |
| mcp-coordinator Embedded MQTT broker + MCP server for multi-agent coordination | TypeScript | - | - |
| mcp-crash-course Hands-on crash course for the Model Context Protocol (MCP) with project-based branches on Streamable-HTTP, LangChain adapters, and Docker. | Python | 180 | - |
| mcp-crawl4ai-rag Web Crawling and RAG Capabilities for AI Agents and AI Coding Assistants | Python | 2.3k | - |
| mcp-cron MCP server for cron task scheduling (shell commands and AI prompts) | TypeScript | - | - |
| @mcpc-tech/cmcp Client-Tool-Execution MCP Server | TypeScript | - | - |
| MCP-Dandan MCP Security Solution for Agentic AI — real-time proxying, behavior analysis, and malicious tool detection | Python | 63 | - |
| mcp-deepwiki MCP server for fetch deepwiki.com and turn content into LLM readable markdown | TypeScript | - | - |
| MCP-Defender Desktop app that automatically scans and blocks malicious MCP traffic in AI apps like Cursor, Claude, VS Code and Windsurf. | TypeScript | 256 | - |
| mcp-defillama MCP Server for interacting with Defillama services | TypeScript | 3 | - |
| mcp-design-system-extractor MCP (Model Context Protocol) server that enables AI assistants to interact with Storybook design systems. Extract component HTML, analyze styles, and help with design system adoption and refactoring. | TypeScript | 64 | - |
| mcp-difyworkflow-server mcp-difyworkflow-server is an mcp server Tools application that implements the query and invocation of Dify workflows, supporting the on-demand operation of multiple custom Dify workflows. | Go | 62 | - |
| mcp_diptrace MCP server and live XML bridge for DipTrace | Python | 23 | - |
| mcp-discord Model Context Protocol (MCP) server for Discord integration, allowing Claude and other MCP clients to interact with Discord | TypeScript | 103 | - |
| mcpdns Agent first tools for registering, managing and troubleshooting domain names. | TypeScript | 1 | - |
| mcp-domain-availability A Model Context Protocol (MCP) server that enables Claude Desktop to check domain availability across 50+ TLDs. Features DNS/WHOIS verification, bulk checking, and smart suggestions. Zero-clone installation via uvx. | Python | 59 | - |
| @mcpdotdirect/starknet-mcp-server Model Context Protocol (MCP) server for interacting with Starknet | TypeScript | - | - |
| mcp-dual-cycle-reasoner A MCP server implementing the Dual-Cycle Metacognitive Reasoning Framework for autonomous agents. A loop prevention and experience recall mechanism. | TypeScript | 9 | - |