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mcp-detector

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🇺🇸

Original

English
🇨🇳

Translation

Chinese

MCP 检测器

MCP Detector

自动识别用户查询意图并推荐合适的 MCP 工具。
Automatically identify user query intent and recommend appropriate MCP tools.

快速检测

Quick Detection

运行检测脚本获取工具推荐:
bash
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Run the detection script to get tool recommendations:
bash
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命令行参数

Command-line arguments

python scripts/detect_mcp.py "用户查询内容"
python scripts/detect_mcp.py "user query content"

管道输入

Pipe input

echo "用户查询" | python scripts/detect_mcp.py

**输出格式**: JSON，包含 `matched_tools` 和 `recommendations`
echo "user query" | python scripts/detect_mcp.py

**Output Format**: JSON, containing `matched_tools` and `recommendations`

工具说明

Tool Explanations

context7 - 官方文档查询

context7 - Official Documentation Query

  • 用途: 查找官方 API 文档、学习最佳实践、了解功能使用方法
  • 工具: 
    mcp__plugin_oh_context7__query-docs
  • 触发词: how to use, API, docs, guide, tutorial, 如何使用, 文档, 教程
  • Purpose: Look up official API documentation, learn best practices, understand how to use features
  • Tool: 
    mcp__plugin_oh_context7__query-docs
  • Trigger Keywords: how to use, API, docs, guide, tutorial, 如何使用, 文档, 教程

grep_app - GitHub 代码搜索

grep_app - GitHub Code Search

  • 用途: 查找真实代码实现、学习实际使用案例、参考开源项目
  • 工具: 
    mcp__plugin_oh_grep_app__searchGitHub
  • 触发词: example, implementation, source code, github, 例子, 示例, 实现, 源码
  • Purpose: Find real code implementations, learn practical use cases, reference open-source projects
  • Tool: 
    mcp__plugin_oh_grep_app__searchGitHub
  • Trigger Keywords: example, implementation, source code, github, 例子, 示例, 实现, 源码

web_search - 最新信息搜索

web_search - Latest Information Search

  • 用途: 获取最新版本信息、了解最近更新、查找 bug 解决方案
  • 工具: 
    mcp__plugin_oh_web_search__web_search_exa
  • 触发词: 2025, 2026, latest, new, update, fix bug, error, 最新, 更新, 修复 bug, 报错
  • Purpose: Get latest version information, learn about recent updates, find bug solutions
  • Tool: 
    mcp__plugin_oh_web_search__web_search_exa
  • Trigger Keywords: 2025, 2026, latest, new, update, fix bug, error, 最新, 更新, 修复 bug, 报错

工作流程

Workflow

  1. 运行检测脚本 - 获取推荐工具列表
  2. 分析匹配结果 - 查看匹配的关键词和理由
  3. 调用匹配工具 - 直接调用推荐的 MCP 工具执行查询
  1. Run Detection Script - Get the list of recommended tools
  2. Analyze Matching Results - Check matched keywords and reasons
  3. Call Matched Tools - Directly call the recommended MCP tools to execute the query

设计原则

Design Principles

KISS

KISS

  • 脚本简洁高效，单一职责
  • 直接输出 JSON，便于解析
  • The script is concise and efficient, with single responsibility
  • Directly outputs JSON for easy parsing

DRY

DRY

  • 统一的关键词配置数据结构
  • 可复用的检测逻辑
  • Unified keyword configuration data structure
  • Reusable detection logic

YAGNI

YAGNI

  • 只实现必要的关键词检测
  • 基于实际需求持续优化
  • Only implement necessary keyword detection
  • Continuously optimize based on actual needs