Communication
| Server | Language | Stars | Downloads |
|---|---|---|---|
| nginx-ui Yet another WebUI for Nginx | Go | 10.9k | — |
| ms-agent MS-Agent: a lightweight framework to empower agentic execution of complex tasks | Python | 4.1k | — |
| mcp-server-chatsum Query and Summarize your chat messages. | TypeScript | 1.0k | — |
| claude-code-chat Beautiful Claude Code Chat Interface for VS Code | JavaScript | 1.0k | — |
| awesome-chatgpt A curated list of awesome ChatGPT related projects. | — | 757 | — |
| orchestra Cognitive Architectures for Multi-Agent Teams | Python | 754 | — |
| chatlog_alpha 原 [chatlog]项目（一个微信数据库读取及提供mcp服务开源软件）的二次开发，会尽可能同步最新开源解密源码 | Go | 714 | — |
| FLUJO MCP-Hub and -Inspector, Multi-Model Workflow and Chat Interface | TypeScript | 588 | — |
| marmot Marmot helps teams discover, understand, and leverage their data with powerful search and lineage visualisation tools. It's designed to make data accessible for everyone. | Go | 528 | — |
| awesome-python 🐍 Hand-picked awesome Python libraries and frameworks, organised by category | — | 447 | — |
| Giphy Submit recent chat history ('context') and a search term to retrieve a list of candidate results from GIPHY and load their image data. | TypeScript | 390 | — |
| AkShare Integrates with Chinese financial markets through akshare library to provide real-time and historical stock and cryptocurrency data with caching mechanisms for financial analysis, market research, and algorithmic trading development. | Python | 370 | — |
| mcp-teams-server An MCP (Model Context Protocol) server implementation for Microsoft Teams integration, providing capabilities to read messages, create messages, reply to messages, mention members. | Python | 361 | — |
| chatExcel-mcp chatExcel - 基于模型上下文协议（MCP）的Excel智能处理与数据分析服务器，专为Excel文件智能解析、数据处理、代码执行以及交互式图表生成而设计。支持复杂Excel格式处理、智能参数推荐、代码模板生成和高级数据可视化。 | Python | 189 | — |
| Langfuse Prompt Management Manages prompts in Langfuse with version control, label management, and support for both text and chat prompt formats. | TypeScript | 158 | — |
| mcp_server_wechat 基于MCP技术，操作微信发送消息和获取历史记录 | Python | 88 | — |
| WeCom Integrates WeCom (WeChat Work) bot functionality for enterprise messaging, notifications, and interactive chatbots. | Python | 82 | — |
| Security Audit Integrates with npm-audit-report and npm-registry-fetch to analyze and report potential vulnerabilities in Node.js project dependencies, offering actionable security insights for development teams. | TypeScript | 52 | — |
| mcp-wechat-server | TypeScript | 49 | — |
| OpenZIM Provides offline access to ZIM format knowledge bases with search capabilities, content retrieval, and smart fallback mechanisms for accessing Wikipedia dumps and educational archives without internet connectivity. | Python | 49 | — |
| md2wechat-mcp-server 微信 Markdown 编辑器 MCP 服务器 | Go | 45 | — |
| generic-mcp-client-chat Generic MCP Client to use any MCP tool in a chat | Python | 44 | — |
| Telegram Communicator Enables real-time communication with Telegram users via bots, supporting asynchronous messaging and secure chat interactions. | TypeScript | 43 | — |
| How-To-Create-MCP-Server This guide will help you set up a basic MCP (Model Context Protocol) server in .NET, configure it in VS Code, and interact with it using Copilot Chat. | — | 39 | — |
| Agent Reachout Enables Telegram notifications and mobile responses for long-running tasks by redirecting terminal prompts with conversation state management and timeout handling. | — | 38 | — |