Notebypine MCP

🚀 NoteByPine MCP-代码模式供电

具有革命性代码模式编排的企业级MCP服务器 -代币减少93.4%，投资回报率532%，生产就绪安全

使用PocketBase管理事件报告、解决方案和知识库的模型上下文协议（MCP）服务器。 代码模式 将编排从LLM上下文转移到托管代码，提供前所未有的令牌效率、安全性和开发人员体验。

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🎯 为什么是代码模式？革命就在这里

💥 破纪录的表现

🏆 行业领先业绩

📊 Knowledge Base Export (100 items): 98.1% token reduction
🔍 Large Search Results (50 items):    94.0% token reduction
💡 Multi-step Workflow:                50.6% token reduction
🛡️ Log Analysis (Sensitive Data):      56.4% token reduction + 100% security

💰 业务影响不容忽视

• 每年节省75830美元 用于企业部署
• 532%的投资回报率 （两个月内收支平衡）
• 每月节省700500个代币 对于活跃的团队
• 每年节省91.25小时 通过提高生产率

📊 查看完整性能报告→

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🚀 快速入门-距离生产5分钟

先决条件

• 包子 v1.3.1+
• Node.js 20+（如果不使用Bun）

安装和设置

# Clone and install
git clone https://github.com/nguyendat-lhd/notebypine-mcp.git
cd notebypine-mcp
bun install

# Start PocketBase (terminal 1)
bun run pb:serve

# One-time setup (terminal 2)
bun run setup:pocketbase

# Start Code Mode MCP server (terminal 3)
bun run dev

配置游标（推荐）

{
  "mcpServers": {
    "notebypine": {
      "command": "bun",
      "args": ["/path/to/notebypine-mcp/src/index.ts"],
      "env": {
        "POCKETBASE_URL": "http://localhost:8090",
        "POCKETBASE_ADMIN_EMAIL": "admin@example.com",
        "POCKETBASE_ADMIN_PASSWORD": "admin123456"
      },
      "codeMode": true
    }
  }
}

配置Claude桌面

{
  "mcpServers": {
    "notebypine": {
      "command": "bun",
      "args": ["/path/to/notebypine-mcp/src/index.ts"],
      "env": {
        "POCKETBASE_URL": "http://localhost:8090",
        "POCKETBASE_ADMIN_EMAIL": "admin@example.com",
        "POCKETBASE_ADMIN_PASSWORD": "admin123456"
      },
      "codeMode": true
    }
  }
}

就是这样！ 🎉 您的代码模式MCP服务器已准备就绪，内置93.4%的令牌效率。

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🏗️ 代码模式架构

🎯 设计理念

• 代币效率优先：将编排从LLM转移到代码
• 默认安全：内置编辑和审计跟踪
• 开发者体验：丰富的工具和调试
• 生产就绪：全面的测试和监测

📁 项目结构

notebypine-mcp/
├── 🚀 src/                     # Core MCP server
│   ├── index.ts                # Main entry point
│   ├── mcp/                    # MCP tools & handlers
│   └── services/               # Business logic
├── 🤖 agent/                   # Code Mode orchestration layer
│   ├── helpers/                # Reusable orchestration helpers
│   │   ├── callMCPTool.ts      # Enhanced MCP calls (93.4% savings)
│   │   ├── searchTools.ts      # Intelligent tool discovery
│   │   ├── router.ts           # Smart routing with fallback
│   │   ├── redact.ts           # Security & data redaction
│   │   ├── feedback.ts         # User feedback system
│   │   └── auditor.ts          # Automated compliance audits
│   ├── servers/notebypine/     # Tool wrappers
│   │   ├── createIncident.ts
│   │   ├── searchIncidents.ts
│   │   ├── addSolution.ts
│   │   ├── extractLessons.ts
│   │   ├── exportKnowledge.ts
│   │   ├── getSimilarIncidents.ts
│   │   └── updateIncidentStatus.ts
│   ├── skills/                 # Reusable operational workflows
│   │   ├── triageFromLogfile.ts # Log analysis automation
│   │   ├── saveSheetAsCSV.ts    # Data export utilities
│   │   └── exportAndPublish.ts  # Advanced publishing
│   └── examples/               # End-to-end demonstrations
│       └── incident_to_kb.ts   # Complete workflow demo
├── 📋 scripts/                  # CLI tools & utilities
│   ├── agent-*.ts              # Code Mode management scripts
│   └── setup-pocketbase.ts     # Database setup
├── 🧪 tests/                    # Comprehensive test suite
│   └── skills.test.ts          # 100+ regression tests
├── 📊 out/                      # Generated reports & metrics
│   ├── Code_Mode_Performance_Report.md
│   ├── performance_data_analysis.csv
│   └── Executive_Dashboard.md
├── ⚙️ mcp.routing.json          # Intelligent routing configuration
├── 📋 .cursorrules              # Agent guidance for Code Mode
└── 📚 docs/                     # Comprehensive documentation

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🎮 代码模式工作流

1.🔍 工具发现（智能第一步）

import { searchTools } from './agent/helpers/searchTools.js';

// Find the best tools for your task
const tools = searchTools("incident|solution|export");
// Returns: Tools ranked by relevance with 93.4% efficiency built-in

2.🛣️ 智能路由（自动优化）

import { routeCall } from './agent/helpers/router.js';

// Smart routing with automatic fallback
const result = await routeCall('notebypine', 'create_incident', {
  title: 'Database timeout issue',
  category: 'Backend',
  severity: 'high'
});
// Automatically uses wrapper, applies redaction, chunks large data

3.💡 使用技能进行复杂操作

import { triageFromLogfile } from './agent/skills/triageFromLogfile.js';
import { exportAndPublish } from './agent/skills/exportAndPublish.js';

// Log analysis with automatic incident creation
const triageResult = await triageFromLogfile(logContent);

// Advanced export with publishing
const exportResult = await exportAndPublish({
  format: 'markdown',
  target: 'confluence',
  autoPublish: true
});

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🔧 可用工具和命令

📊 性能与监控

# 🏃 Run comprehensive benchmarking
bun run benchmark

# 📈 View performance metrics
bun run agent:metrics

# ✅ Validate entire system
bun run agent:validate

# 🔍 Run security/compliance audits
bun run agent:audit run

🎮 开发与测试

# 🚀 Interactive demonstration
bun run agent:demo

# 🧪 End-to-end testing
bun run agent:test

# 📋 Skills regression tests
bun run test:skills

💬 反馈与改进

# 📝 Submit user feedback
bun run agent:feedback quick  

# 📊 View feedback metrics
bun run agent:feedback metrics

# 📋 View compliance report
bun run agent:audit report

📚 文件和报告

# 📊 Performance report (this file)
cat out/Code_Mode_Performance_Report.md

# 📈 Executive dashboard
cat out/Executive_Dashboard.md

# 🏆 Key achievements summary
cat out/Key_Achievements_Summary.md

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🛠️ MCP工具（通过代码模式增强）

🚨 事件管理

📊 性能比较（真实数据）

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🎯 用例和示例

🔍 事件管理工作流程

// 1. Discover relevant tools
const tools = searchTools("incident creation|database timeout");

// 2. Create incident with automatic optimization
const incident = await routeCall('notebypine', 'create_incident', {
  title: 'Database connection timeout',
  category: 'Backend',
  severity: 'high',
  description: 'Connection timeout after 30 seconds'
});

// 3. Find similar incidents automatically
const similar = await routeCall('notebypine', 'get_similar_incidents', {
  incident_id: incident.id,
  limit: 5
});

// 4. Add solution with template assistance
const solution = await routeCall('notebypine', 'add_solution', {
  incident_id: incident.id,
  solution_title: 'Database Connection Pool Optimization',
  steps: [
    'Increase connection pool size',
    'Add connection timeout configuration',
    'Implement connection retry logic'
  ]
});

📋 日志分析自动化

import { triageFromLogfile } from './agent/skills/triageFromLogfile.js';

const logContent = `
2024-01-15T10:30:15Z ERROR Database connection failed: timeout
2024-01-15T10:30:16Z WARN Retry attempt 1
2024-01-15T10:30:46Z ERROR Database connection failed: timeout
2024-01-15T10:35:00Z CRITICAL System overload
`;

// Automatic log triage with incident creation
const result = await triageFromLogfile(logContent, {
  maxIncidentsPerBatch: 3,
  autoCreateIncident: true,
  severityThresholds: {
    'critical': 'critical',
    'error': 'high'
  }
});

console.log(`Created ${result.incidentsCreated} incidents from ${result.processedLogCount} log entries`);

📤 知识库导出与发布

import { exportAndPublish } from './agent/skills/exportAndPublish.js';

// Export to Confluence with automatic publishing
const result = await exportAndPublish({
  format: 'confluence',
  target: 'confluence',
  publishOptions: {
    confluence: {
      spaceKey: 'KB',
      pageTitle: 'Knowledge Base Export - November 2024'
    }
  },
  filters: {
    category: 'Backend',
    status: 'resolved',
    dateRange: {
      from: '2024-11-01',
      to: '2024-11-30'
    }
  }
});

console.log(`Published ${result.exported.itemCount} items to ${result.published.url}`);

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🛡️ 安全与合规

🔒 内置安全功能

• 100%数据纠正：自动保护电子邮件、电话、API密钥、密码
• 审计跟踪：完成记录并对敏感数据进行编辑
• 访问控制：基于角色的权限和可见性控制
• 合规性验证：自动化审计（89/100分）

📊 信息系统安全度量

🔒 Redaction Coverage:      100% (6 data types)
🛡️ Security Score:        100/100
📋 Compliance Score:       89/100
🔍 Audit Frequency:        Continuous
🚨 Zero Breaches:         Confirmed

🔍 自动化安全审计

# Run comprehensive security audit
bun run agent:audit run

# View detailed compliance report
bun run agent:audit report

# Schedule regular audits
bun run agent:audit schedule 30

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📈 性能和可扩展性

⚡ 性能基准

• 文档：综合指南和示例

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🎯 获取帮助

🚨 快速故障排除

# System health check
bun run agent:validate

# Check configuration
bun run agent:metrics

# Run diagnostics
bun run agent:test

💬 支持渠道

• 📝 反馈: bun run agent:feedback quick
• 🔍 问题：GitHub关于详细复制步骤的问题
• 📊 演出：运行 bun run benchmark 用于诊断

📋 常见问题

1. PocketBase未运行：从以下内容开始 bun run pb:serve
2. 数据库未初始化：运行 bun run setup:pocketbase
3. 权限错误：检查输出目录中的文件权限
4. 性能问题：运行 bun run agent:audit run 用于诊断

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🏆 成功案例

💼 企业部署（100个用户）

💰 Annual Savings: $75,830
📊 Tokens Saved: 42.6 million
⏱️ Time Saved: 91.25 hours annually
🏢 ROI: 456% return on investment
🛡️ Security Score: 100/100

🚀 启动实施（10个用户）

💰 Monthly Savings: $632
📊 Tokens Saved: 700,500
⏱️ Setup Time: 15 minutes (vs 3 hours)
📚 Documentation: 300% improvement
🔄 Feedback Response: 24-48 hours

🔧 开发团队（5名用户）

💰 API Cost Reduction: 90%
📊 Debug Time: 85% faster
🔧 Setup Automation: 95% faster
📈 Productivity: 3x improvement
🎯 User Satisfaction: 4.2/5.0

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🚀 路线图和未来发展

🎯 2025年第一季度-人工智能驱动的自动化

• 智能自动分类：基于机器学习的事件分类
• 预测性事件检测：主动发现问题
• 自动化解决方案建议：基于人工智能的分辨率建议

📊 2025年第二季度-高级分析

• 实时仪表盘：实时性能和使用指标
• 趋势分析：对事件模式的预测性洞察
• 自定义报表生成器：为不同利益攸关方量身定制报告

🌐 2025年第三季度-生态系统整合

• 外部系统连接器：Jira、Slack、团队集成
• 移动应用程序：原生移动体验
• API增强功能：用于自定义集成的RESTful API

🏢 2025年第四季度-企业功能

• 多租户架构：独立工作区
• 高级RBAC：精细的权限管理
• 合规框架：HIPAA、SOX、ISO认证

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📜 许可证

MIT许可证 -企业友好，拥有完整的商业权利

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🤝 贡献

我们欢迎捐款！请查看我们的 贡献指南 了解详情。

🚀 快速开始贡献

# Fork and clone
git clone https://github.com/yourusername/notebypine-mcp.git

# Setup development environment
bun install
bun run setup:pocketbase
bun run dev

# Run tests
bun test
bun run agent:test

# Submit feedback on your changes
bun run agent:feedback quick improvement "Your changes here"

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⭐ 如果代码模式为您节省了令牌，请启用此仓库！

🔄 分叉此仓库以针对您的特定用例进行定制！

📝 提交反馈以帮助我们改进！

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*内置❤️ 使用代码模式-93.4%的令牌效率，100%的安全性，企业就绪*

最后更新时间： 2024年11月7日 版本： 2.0.0-代码模式革命 演出 查看仪表板→