{"type":"mcp_servers_list","query":{"search":null,"category":null,"page":3},"total":948,"total_pages":48,"categories":{"All":948,"AI":423,"Developer Tools":300,"Communication":57,"System Tools":48,"Database":42,"Search & Knowledge":40,"Productivity":35,"Sales":3},"servers":[{"name":"free-llm-api-resources","description":"A list of free LLM inference resources accessible via API.","category":"AI","language":"Python","stars":23416,"url":"https://model-context-protocol.com/servers/free-llm-api-resources","context_url":"https://model-context-protocol.com/api/context/server/free-llm-api-resources"},{"name":"python-sdk","description":"This repository provides a Python implementation of the Model Context Protocol (MCP), offering tools and resources for building servers, managing context, and integrating with applications like Claude. It simplifies interaction","category":"Developer Tools","language":"Python","stars":23311,"url":"https://model-context-protocol.com/servers/python-sdk-model-context-protocol-integration","context_url":"https://model-context-protocol.com/api/context/server/python-sdk-model-context-protocol-integration"},{"name":"activepieces","description":"AI Agents & MCPs & AI Workflow Automation • (280+ MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents","category":"Developer Tools","language":"TypeScript","stars":22746,"url":"https://model-context-protocol.com/servers/activepieces-activepieces","context_url":"https://model-context-protocol.com/api/context/server/activepieces-activepieces"},{"name":"blender-mcp","description":"BlenderMCP integrates Blender with Claude AI via the Model Context Protocol, enabling prompt-assisted 3D modeling, scene creation, and object manipulation directly within Blender. It supports Poly Haven assets and Hyper3D Rodin.","category":"AI","language":"Python","stars":22731,"url":"https://model-context-protocol.com/servers/blender-ai-assisted-3d-modeling-tool","context_url":"https://model-context-protocol.com/api/context/server/blender-ai-assisted-3d-modeling-tool"},{"name":"courses","description":"Anthropic's educational courses","category":"AI","language":"Jupyter Notebook","stars":21833,"url":"https://model-context-protocol.com/servers/courses","context_url":"https://model-context-protocol.com/api/context/server/courses"},{"name":"n8n-mcp","description":"**n8n workflow builder MCP for Claude Desktop/Code/Windsurf/Cursor. Automates n8n workflow creation using AI.**","category":"AI","language":"TypeScript","stars":21730,"url":"https://model-context-protocol.com/servers/n8n-mcp","context_url":"https://model-context-protocol.com/api/context/server/n8n-mcp"},{"name":"MaxKB","description":"Here are a few options, prioritizing clarity and SEO:\n\n*   **MaxKB: Enterprise AI assistant w/ RAG, workflows, & MCP tool use. Open-source.** (75 characters)\n*   **MaxKB: Open-source AI assistant for ","category":"AI","language":"Python","stars":21229,"url":"https://model-context-protocol.com/servers/maxkb","context_url":"https://model-context-protocol.com/api/context/server/maxkb"},{"name":"excelize","description":"Go language library for reading and writing Microsoft Excel™ (XLAM / XLSM / XLSX / XLTM / XLTX) spreadsheets","category":"AI","language":"Go","stars":20662,"url":"https://model-context-protocol.com/servers/excelize","context_url":"https://model-context-protocol.com/api/context/server/excelize"},{"name":"opik","description":"Opik is an open-source LLM evaluation framework designed to help build better, faster, and cheaper LLM systems through tracing, evaluations, and dashboards for RAG chatbots, code assistants, and agentic pipelines.","category":"AI","language":"Python","stars":19621,"url":"https://model-context-protocol.com/servers/llm-evaluation-tracing-rag-monitoring","context_url":"https://model-context-protocol.com/api/context/server/llm-evaluation-tracing-rag-monitoring"},{"name":"agentic","description":"Agentic is a marketplace and platform for LLM tools, focusing on quality and ease of use with MCP (Model Context Protocol) support. It allows both consumption and publishing of LLM tools with a focus on curated, high-quality integrations.","category":"AI","language":"TypeScript","stars":18117,"url":"https://model-context-protocol.com/servers/agentic","context_url":"https://model-context-protocol.com/api/context/server/agentic"},{"name":"FunASR","description":"Industrial-grade speech recognition toolkit: 170x realtime, 50+ languages, speaker diarization, emotion detection, streaming, and OpenAI-compatible API.","category":"AI","language":"Python","stars":17996,"url":"https://model-context-protocol.com/servers/funasr","context_url":"https://model-context-protocol.com/api/context/server/funasr"},{"name":"cognee","description":"Cognee is a memory layer for AI apps and agents, enabling dynamic agent memory using scalable ECL pipelines to interconnect and retrieve past conversations, documents, images, and audio transcriptions for","category":"AI","language":"Jupyter Notebook","stars":17793,"url":"https://model-context-protocol.com/servers/llm-memory-ai-agents-conversations-documents","context_url":"https://model-context-protocol.com/api/context/server/llm-memory-ai-agents-conversations-documents"},{"name":"mcp-for-beginners","description":"MCP learning resource. .NET, Java, TypeScript, JavaScript, Python examples. Teaches Model Context Protocol fundamentals. #MCP #ModelContextProtocol","category":"Developer Tools","language":"Python","stars":16526,"url":"https://model-context-protocol.com/servers/mcp-for-beginners","context_url":"https://model-context-protocol.com/api/context/server/mcp-for-beginners"},{"name":"genai-toolbox","description":"MCP Toolbox for Databases is an open source MCP server for databases.","category":"AI","language":"Go","stars":15602,"url":"https://model-context-protocol.com/servers/genai-toolbox","context_url":"https://model-context-protocol.com/api/context/server/genai-toolbox"},{"name":"WrenAI","description":"⚡️Wren AI is your GenBI Agent, that you can query any database with natural language, get accurate SQL(Text-to-SQL), charts(Text-to-Charts) & AI-generated insights in seconds. ","category":"AI","language":"TypeScript","stars":15525,"url":"https://model-context-protocol.com/servers/wrenai","context_url":"https://model-context-protocol.com/api/context/server/wrenai"},{"name":"Figma-Context-MCP","description":"This repository provides a Model Context Protocol (MCP) server that allows AI coding tools like Cursor to access and utilize Figma design data for more accurate code generation.","category":"Developer Tools","language":"TypeScript","stars":15101,"url":"https://model-context-protocol.com/servers/figma-ai-coding-layout-context","context_url":"https://model-context-protocol.com/api/context/server/figma-ai-coding-layout-context"},{"name":"xiaohongshu-mcp","description":"MCP for xiaohongshu.com","category":"Developer Tools","language":"Go","stars":14166,"url":"https://model-context-protocol.com/servers/xiaohongshu-mcp","context_url":"https://model-context-protocol.com/api/context/server/xiaohongshu-mcp"},{"name":"Skill_Seekers","description":"Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic conflict detection","category":"AI","language":"Python","stars":14086,"url":"https://model-context-protocol.com/servers/skill-seekers","context_url":"https://model-context-protocol.com/api/context/server/skill-seekers"},{"name":"memU","description":"The memory harness for proactive AI agents — structured storage, intent capture, 10x token reduction.","category":"AI","language":"Python","stars":13856,"url":"https://model-context-protocol.com/servers/memu","context_url":"https://model-context-protocol.com/api/context/server/memu"},{"name":"Fay","description":"fay是一个帮助数字人（2.5d、3d、移动、pc、网页）或大语言模型（openai兼容、deepseek）连通业务系统的mcp框架。","category":"AI","language":"JavaScript","stars":12864,"url":"https://model-context-protocol.com/servers/fay","context_url":"https://model-context-protocol.com/api/context/server/fay"}],"directory_url":"https://model-context-protocol.com/servers"}