Communication MCPs
8,010 MCP servers found
memo
by upstash
Memo MCP -- save and restore conversation across agents
MiniMax-Coding-Plan-MCP
by MiniMax-AI
Specialized MiniMax Model Context Protocol (MCP) server designed for coding-plan users, featuring AI-powered search and vision analysis APIs optimized for code development workflows
agent-architecture-review-sample
by Azure-Samples
The Architecture Review Agent is an open-source AI agent sample that reviews software architectures and generates interactive diagrams automatically.
digital-marketing-pro
by indranilbanerjee
Claude Code plugin: 115 commands, 25 agents, 64 scripts, 67 MCP servers, 143 reference files. Eval/QA layer (hallucination detection, claim verification, A+ through F grading). Multilingual (Sarvam AI, DeepL, Google Cloud Translation). Full execution with approval workflow.
pocket-stack
by citywill
AI 友好的全栈开发解决方案。基于 React + shadcn/ui + PocketBase + MCP 等技术,实现完整、流畅的全栈 Vibe Coding 开发体验。 An AI-friendly full-stack development scaffold built on Vite + shadcn/ui + PocketBase, integrated with Shadcn & PocketBase MCP to deliver a complete and seamless full-stack Vibe Coding experience.
claude-flows
by xyzthiago
🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade architecture, distributed swarm intelligence, RAG integration, and native Claude Code support via MCP protocol. Ranked #1 in agent-based frameworks.
xiaohongshu-mcp-python
by luyike221
xiaohongshu-mcp-python 是一个基于现代 Python 技术栈开发的小红书内容自动化发布工具,通过 Model Context Protocol(MCP)协议为 AI 客户端提供强大的小红书操作能力。项目核心功能包括小红书账户登录管理、图文内容发布、视频内容发布、内容搜索与获取、帖子详情查看以及评论互动等。支持多种图片格式(JPG、PNG、GIF)和视频格式(MP4、MOV、AVI),既可处理本地文件路径,也支持 HTTP/HTTPS 链接,为用户提供灵活的内容发布方案。 该工具特别适合内容创作者、营销人员和开发者使用,能够显著提升小红书内容发布的效率和自动化程度。通过标准化的 MCP 接口,用户可以轻松地将小红书操作能力集成到各种 AI 工作流中,实现智能化的内容管理
metabase-mcp
by jerichosequitin
A high-performance Model Context Protocol server for AI integration with Metabase analytics platforms. Features response optimization, robust error handling, and comprehensive data access tools. Featured on Claude.
GoHighLevel-MCP
by mastanley13
GoHighLevel MCP
cas
by codingagentsystem
Multi-agent orchestration for Claude Code. Persistent memory, tasks, rules, and skills that make AI agents actually coordinate.
CanvasMCPClient
by n00bvn
Canvas MCP Client is an open-source, self-hostable dashboard application built around an infinite, zoomable, and pannable canvas. It provides a unified interface for interacting with multiple MCP (Model Context Protocol) servers through a flexible, widget-based system.
blueprint-mcp
by railsblueprint
MCP server for browser automation across Chrome, Firefox, and Safari using real browser profiles
workflows
by codemcp
An MCP server who knows a development process and helps vibing the structured way
UEEditorMCP
by yangskin
UEEditorMCP
ask-user-questions-mcp
by paulp-o
Better 'AskUserQuestion' - A lightweight MCP server/OpenCode plugin/Agent Skills + CLI interface which allows parallel AI agents ask questions to you. Be the human in the human-in-the-loop!
ToolsForMCPServer
by tanaikech
The Gemini CLI confirmed that the MCP server built with Google Apps Script (GAS), a low-code platform, offers immense possibilities. If you've created snippets for GAS, these could be revitalized and/or leveraged in new ways by using them as the MCP server. The Gemini CLI and other MCP clients will be useful in achieving this.
my-ai-tools
by jellydn
Comprehensive configuration management for AI coding tools - Replicate my complete setup for Claude Code, OpenCode, Amp, Codex and Claude Code Switch with custom configurations, MCP servers, plugins, and commands.
mcp-client-slackbot
by sooperset
Simple Slackbot MCP Client
claude-code-analysis
by thtskaran
We read all 512K lines of Claude Code's accidentally exposed source. 82 docs, 15 diagrams, every subsystem mapped — from the hidden YOLO safety classifier to multi-agent swarms.
claude-code-config
by AnastasiyaW
Claude Code skills, architectural principles, and alternative approaches for AI-assisted development
noapi-google-search-mcp
by VincentKaufmann
MCP server for Google search and page fetching using headless Chromium
memento-mcp
by JinHo-von-Choi
Fragment-Based Memory MCP Server — AI 중장기 기억 시스템
stitch-mcp
by Kargatharaakash
Universal MCP Server for Google Stitch. Connect AI agents to your UI designs.
joplin-mcp
by alondmnt
MCP server for the Joplin note taking app