MCP Enterprise Server

MCP Enterprise Server v2.0.0

Model Context Protocol Unified Server -37 professional MCP tools supporting code analysis, project management, AI assistance, and quality assurance

](https://modelcontextprotocol.io/)   

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🚀 Quick Start

One click start (3 minutes)

# 1. 启动Docker服务
./start_services.sh

# 2. 启动MCP服务器
./restart_server_complete.sh

# 3. 配置Claude Code
# 编辑: ~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "mcp-remote": {
      "url": "http://192.168.3.5:8765"
    }
  }
}

verify

# 健康检查
curl http://localhost:8765/health

# 查看37个工具
curl http://localhost:8765/stats

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📦 core functionality

37 MCP tools

Enterprise level characteristics

• ✅ HTTP serviceSupport LAN sharing
• ✅ API certification: Bearer Token
• ✅ Request flow restriction: 100 requests per minute
• ✅ real-time monitoringHealth Check and Statistics API
• ✅ Chinese supportJieba segmentation and intelligent retrieval

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📁 project structure

MCP/
├── mcp_server_enterprise.py      # 主服务器 (HTTP + 认证)
├── mcp_server_unified.py          # 核心服务器 (37工具)
├── config.yaml                     # 配置文件
├── restart_server_complete.sh      # 完整重启脚本
├── start_services.sh               # Docker服务启动
├── src/mcp_core/                   # 核心服务
│   ├── services/                   # 业务服务
│   │   ├── memory_service.py       # 记忆服务 (含jieba)
│   │   ├── vector_db.py            # Milvus向量库
│   │   └── redis_client.py         # Redis缓存
│   ├── models/                     # 数据模型
│   │   └── base.py                 # 统一Base (重要!)
│   └── *_service.py                # 各功能服务
├── scripts/                        # 维护脚本
│   ├── fix_all_schemas.sql         # Schema批量修复
│   ├── sync_database_schema.sql    # Schema同步
│   └── refactor_base.py            # Base重构工具
├── docs/                           # 文档
│   ├── INDEX.md                    # 文档导航 ⭐
│   ├── MCP_SYSTEM_STATUS_2025-11-19.md        # 系统状态
│   ├── MEMORY_RETRIEVAL_FIX_2025-11-19.md     # 检索修复
│   └── UNIFIED_BASE_REFACTOR_COMPLETE.md      # Base重构
└── test_memory_retrieval.py        # 检索功能测试

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🛠️ Common commands

Service Management

# 完整重启 (推荐)
./restart_server_complete.sh

# 启动Docker服务
./start_services.sh

# 查看服务器状态
ps aux | grep mcp_server_enterprise

# 查看日志
tail -f enterprise_server.log

Database maintenance

# 修复所有Schema
docker exec -i mcp-mysql mysql -uroot -p'Wxwy.2025@#' < scripts/fix_all_schemas.sql

# 检查表结构
docker exec mcp-mysql mysql -uroot -p'Wxwy.2025@#' mcp_db -e "DESCRIBE project_sessions;"

test

# 测试记忆检索
python3 test_memory_retrieval.py

# 端到端测试
python3 test_end_to_end.py

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🔧 configuration

environment variable

export DB_PASSWORD="Wxwy.2025@#"
export AI_API_KEY="your-api-key"  # 可选

config.yaml

server:
  name: "mcp-unified-server"
  version: "v2.0.0"
  log_level: "INFO"

database:
  url: "mysql+pymysql://root:${DB_PASSWORD}@localhost:3306/mcp_db"

ai:
  enabled: true
  provider: "anthropic"
  model: "claude-3-5-sonnet-20241022"

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📊 monitor

API endpoint

# 健康检查
curl http://localhost:8765/health
# {
#   "status": "healthy",
#   "version": "v2.0.0",
#   "tools_count": 37
# }

# 统计信息
curl http://localhost:8765/stats
# 返回: 服务器统计、工具使用、性能指标

Docker Services

# 检查服务状态
docker ps --filter "name=mcp-"

# 输出:
# mcp-mysql  - Up 2 hours
# mcp-redis  - Up 2 hours
# mcp-milvus - Up 2 hours

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🐛 troubleshooting

Frequently Asked Questions

1. The server cannot start

# 检查端口占用
lsof -i :8765

# 查看错误日志
tail -50 enterprise_server.log

2. Memory retrieval returns empty

# 确认jieba已安装
python3 -c "import jieba; print('OK')"

# 如未安装
pip3 install jieba

3. Schema error

# 执行Schema修复
docker exec -i mcp-mysql mysql -uroot -p'Wxwy.2025@#' < scripts/fix_all_schemas.sql

# 重启服务器
./restart_server_complete.sh

More questions: docs/MCP_SYSTEM_STATUS_2025-11-19.md

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📚 document

Core document

• INDEX.md -Document Navigation ⭐ Recommend starting from here
• MCP_SYSTEM_STATUS_2025-11-19.md -System Health Report
• MEMORY_RETRIEVAL_FIX_2025-11-19.md -Detailed explanation of memory retrieval and repair
• UNIFIED_BASE_REFACTOR_COMPLETE.md -Base Architecture Refactoring
• SESSION_ROLLBACK_FIX_2025-01-19.md -Session rollback repair

Quick Links

• Troubleshooting: MCP_SYSTEM_STATUS # Troubleshooting
• Configuration Description: config.yaml
• Database schema: scripts/fix_all_schemas.sql

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🔄 Recently updated (v2.0.0)

✅ New features

• 🌐 Enterprise level HTTP server (authentication, throttling, monitoring)
• 🔍 Chinese word segmentation support (jieba)
• 📊 Health Check and Statistics API
• 🚀 Complete restart script

🐛 Fixed

• ✅ Long term memory retrieval returns empty（Details)
• ✅ Base metadata isolation（Details)
• ✅ Session rollback error（Details)
• ✅ Inconsistent database schema

⚡ performance optimization

• Search response time: 20-40ms (first 800ms)
• Support mixed Chinese and English queries
• Keyword extraction accuracy: 100%

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📈 system metrics

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🤝 contribution

Welcome to contribute! Please read first docs/INDEX.md

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📄 license

MIT License - see details LICENSE

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🙏 Acknowledgments

• Model Context Protocol -MCP protocol specification
• Claude Code -AI Programming Assistant
• Anthropic - Claude AI
• jieba -Chinese Lexicon

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📞 support

• 📖 file: docs/INDEX.md
• 🏥 health examination: http://localhost:8765/health
• 📊 Statistical information: http://localhost:8765/stats

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Last updated: 2025-11-19 version: v2.0.0 status: 🟢 production ready maintenance: Claude Code AI Assistant