{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_ndtrj4a65dvs","handle":"iflow-mcp-ww-ai-lab-awesome-mcp-scaffold","url":"https://wellknown.network/agents/iflow-mcp-ww-ai-lab-awesome-mcp-scaffold","links":{"self":"https://wellknown.network/agents/iflow-mcp-ww-ai-lab-awesome-mcp-scaffold/record.json","html":"https://wellknown.network/agents/iflow-mcp-ww-ai-lab-awesome-mcp-scaffold","markdown":"https://wellknown.network/agents/iflow-mcp-ww-ai-lab-awesome-mcp-scaffold/record.md","api":"https://wellknown.network/api/v1/agents/iflow-mcp-ww-ai-lab-awesome-mcp-scaffold","status":"https://wellknown.network/api/v1/agents/iflow-mcp-ww-ai-lab-awesome-mcp-scaffold/status","claim":"https://wellknown.network/agents/iflow-mcp-ww-ai-lab-awesome-mcp-scaffold/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/iflow-mcp-ww-ai-lab-awesome-mcp-scaffold/claim.json","badge":"https://wellknown.network/agents/iflow-mcp-ww-ai-lab-awesome-mcp-scaffold/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/iflow-mcp-ww-ai-lab-awesome-mcp-scaffold/history","tools":"https://wellknown.network/api/v1/agents/iflow-mcp-ww-ai-lab-awesome-mcp-scaffold/tools"},"ard":{"identifier":"urn:air::server:iflow-mcp-ww-ai-lab-awesome-mcp-scaffold","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"iflow-mcp_ww-ai-lab-awesome-mcp-scaffold","summary":"一站式 MCP 服务器开发脚手架 - 基于 Cursor 的快速开发解决方案","description":"# 🚀 Awesome-MCP-Scaffold\n\n> **生产级 MCP 服务器开发脚手架 - 专为 Cursor IDE 优化的快速开发解决方案**\n\n[English](README_EN.md) | 中文\n\n[![License](https://img.shields.io/badge/license-MIT-blue.svg)](LICENSE)\n[![Python](https://img.shields.io/badge/python-3.10+-blue.svg)](https://python.org)\n[![MCP](https://img.shields.io/badge/MCP-v1.11.0-green.svg)](https://modelcontextprotocol.io)\n[![outputSchema](https://img.shields.io/badge/outputSchema-✅%20Supported-brightgreen.svg)](https://modelcontextprotocol.io)\n[![Streamable HTTP](https://img.shields.io/badge/Transport-Streamable%20HTTP-orange.svg)](https://modelcontextprotocol.io)\n[![Docker](https://img.shields.io/badge/Docker-Production%20Ready-blue.svg)](docs/DOCKER_OPTIMIZATION.md)\n\n## 🎯 项目定位\n\n**Awesome-MCP-Scaffold** 是一个**开箱即用的 MCP 服务器开发脚手架**，让你能够：\n\n- 🚀 **5分钟启动**：从零到运行的完整 MCP 服务器\n- 🤖 **10分钟MCP开发**：内置提示词和范例，基于 Cursor IDE 一句话完成MCP Server tools开发\n- 🏭 **生产级架构**：经过验证的高性能部署方案\n- 📚 **最佳实践内置**：遵循官方 MCP SDK v1.11.0 规范\n- ⭐ **outputSchema 支持**：所有工具默认支持结构化输出和 JSON Schema 自动生成\n\n## ✨ 核心优势\n\n### 🔥 专为 Cursor 优化\n- **智能规则系统**：内置用户Rules [Cursor_User_Rules.md](docs/Cursor_User_Rules.md)和 3 套项目 `.cursor/rules` 配置\n- **AI 代码生成**：一句话自动生成 Tools、Resources、Prompts，并自动生成测试用例\n- **上下文感知**：AI 助手理解 MCP 开发模式\n- **错误自动修复**：智能识别并修复常见问题\n\n### ⚡ 开箱即用的完整功能\n- **24+ 示例工具**：计算器、文本处理、文件操作等，全部支持 outputSchema\n- **结构化响应**：所有工具返回 Pydantic 模型，自动生成 JSON Schema\n- **多种资源类型**：系统信息、配置数据等\n- **提示模板**：代码审查、数据分析等场景\n- **REST API 端点**：支持外挂完整的 HTTP API 支持，便于与不支持MCP的平台对接\n\n### 🏗️ 生产级架构\n- **Streamable HTTP 优先**：最新传输协议，3-5倍性能提升\n- **Docker 优化**：多进程部署，智能资源管理\n- **负载均衡**：Nginx 配置，支持水平扩展\n- **监控集成**：Prometheus + Grafana 开箱即用\n\n## 🚀 5分钟快速开始\n\n### 1. 克隆脚手架\n\n```bash\n# 使用脚手架创建新项目\ngit clone https://github.com/WW-AI-Lab/Awesome-MCP-Scaffold.git my-mcp-server\ncd my-mcp-server\n\n# 创建虚拟环境\npython3 -m venv .venv\nsource .venv/bin/activate  # macOS/Linux\n# .venv\\Scripts\\activate  # Windows\n\n# 安装依赖\npip install -r requirements.txt\n```\n\n### 2. 启动开发服务器\n\n```bash\n# 开发模式 (stdio)\npython run.py\n\n# HTTP 模式 (推荐)\npython run.py --tran…","publisher":null,"homepage":"https://github.com/WW-AI-Lab/Awesome-MCP-Scaffold/blob/main/README.md","repository":"https://github.com/WW-AI-Lab/Awesome-MCP-Scaffold/blob/main/README.md","version":"1.0.1","license":null,"protocols":["mcp"],"tags":["ai","cursor","fastmcp","llm","mcp","model-context-protocol","scaffold","streamable-http"],"pricing":null,"endpoints":[{"url":"pypi:iflow-mcp_ww-ai-lab-awesome-mcp-scaffold","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"dev.monitoring","name":"Monitoring & Observability","confidence":0.836,"provenance":"derived"},{"slug":"ai.prompting","name":"Prompt Management","confidence":0.791,"provenance":"derived"},{"slug":"dev.version-control","name":"Version Control","confidence":0.745,"provenance":"derived"}],"categories":["ai","dev"],"language":"fr"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; 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