AI / ML
| Server | Language | Stars | Downloads |
|---|---|---|---|
| mcp-duojie-image MCP server for image generation via duojie.games | TypeScript | - | - |
| mcp-echarts 🧬 Generate visual charts using ECharts with AI MCP dynamically, used for chart generation and data analysis. | TypeScript | 270 | - |
| mcp-echo-server A minimal MCP server template that echoes messages | TypeScript | - | - |
| MCP Emails Read, search, send, organize, draft and schedule email across your inboxes from any MCP client. | TypeScript | - | - |
| mcp-email-server IMAP and SMTP via MCP Server | Python | 337 | - |
| mcp-endpoint-server xiaozhi mcp接入点服务器，用于自定义mcp服务注册，方便拓展小智服务端工具调用 | Python | 168 | - |
| mcp-engine-public The SemanticOps MCP (formerly MCP Engine) is a Power BI tool that lets AI assistants like Claude interact with your Power BI models programmatically: read your model structure, run DAX queries, modify your semantic model, and perform advanced analytics - all through natural conversation. | TypeScript | 256 | - |
| mcp_excalidraw MCP server and Claude Code skill for Excalidraw — programmatic canvas toolkit to create, edit, and export diagrams via AI agents with real-time canvas sync. | JavaScript | 2.5k | - |
| MCPFax On-Chain Toolkit The on-chain facts you need in the seconds before you transact. | — | - | - |
| mcp-fetch-server MCP server and CLI for fetching web content as HTML, Markdown, plain text, JSON, or YouTube transcripts | TypeScript | - | - |
| mcp-ffmpeg FFmpeg MCP server | TypeScript | - | - |
| mcp-file-edit Comprehensive file-editing MCP | TypeScript | 1 | - |
| MCPfinder - MCP Server Discovery Your AI discovers and installs MCP servers across Official Registry, Glama, and Smithery. | TypeScript | - | - |
| MCP Fiscal Brasil Servidor MCP fiscal brasileiro: CNPJ, NF-e, NFS-e, CT-e, SPED, eSocial, Simples Nacional, Reforma 2026. 44 tools, zero-cadastro, tabelas offline. Python. | Python | 312 | - |
| mcp-for-beginners This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for developers, it focuses on practical techniques for building modular, scalable, and secure AI workflows from session setup to service orchestration. | TypeScript | 2 | - |
| mcp-for-blender Community plugin to control Blender 3D with any LLM of your choice | Python | 29.5k | - |
| mcpforge The Architecture Patterns Framework for Model Context Protocol (MCP) - Production-ready patterns, templates, and CLI for Python, TypeScript, Go, and Rust | TypeScript | 3 | - |
| mcp-for-splunk MCP Server for integrating with Splunk Enterprise | Python | 27 | - |
| mcp-framework The Typescript MCP Framework | TypeScript | 929 | - |
| @mcpfun/mcp-server-ccxt High-performance CCXT MCP server for cryptocurrency exchange integration | TypeScript | 145 | - |
| mcp-gemini-cli MCP server wrapper for Google's Gemini CLI | TypeScript | - | - |
| mcp-gemini-prompt-enhancer A Model Context Protocol (MCP) server that provides a prompt optimization service for Large Language Models (LLMs) using Google Gemini, with advanced prompt engineering thanks to 22365_3_Prompt_Engineering_v7.pdf authored by Lee Boonstra | TypeScript | 2 | - |
| mcp-go A Go implementation of the Model Context Protocol (MCP), enabling seamless integration between LLM applications and external data sources and tools. | Go | 9.1k | - |
| MCP GOAT Intentionally vulnerable MCP server for security training, mapping to OWASP MCP Top 10 with 10 exploitable scenarios for learning MCP security vulnerabilities. | — | 3 | - |
| mcp-google-ads An MCP tool that connects Google Ads with Claude AI/Cursor and others, allowing you to analyze your advertising data through natural language conversations. This integration gives you access to campaign information, performance metrics, keyword analytics, and ad management—all through simple chat with Claude, Cursor or Windsurf. | Python | 709 | - |