mcp-detector

Original：🇨🇳 Chinese

Translated

1 scriptsChecked / no sensitive code detected

Automatically detect and suggest appropriate MCP tools (context7, grep_app, web_search) based on user queries. This applies when queries contain documentation keywords (including English terms like how to use, docs, API, guide, tutorial and Chinese terms like 如何使用, 文档, 教程); code search keywords (including English terms like example, implementation, source code, github and Chinese terms like 例子, 示例, 实现, 源码); or latest information/bug fixing keywords (including English terms like latest, 2025, 2026, new, update, fix bug, error and Chinese terms like 最新, 更新, 修复 bug, 报错).

1installs

Sourcezwmmm/oh-my-claudecode

Added on2026-02-11

NPX Install

npx skill4agent add zwmmm/oh-my-claudecode mcp-detector

SKILL.md Content (Chinese)

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MCP Detector

Automatically identify user query intent and recommend appropriate MCP tools.

Quick Detection

Run the detection script to get tool recommendations:

bash

# Command-line arguments
python scripts/detect_mcp.py "user query content"

# Pipe input
echo "user query" | python scripts/detect_mcp.py

Output Format: JSON, containing

matched_tools

and

recommendations

Tool Explanations

context7 - Official Documentation Query

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 Code Search

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 - Latest Information Search

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

Workflow

Run Detection Script - Get the list of recommended tools
Analyze Matching Results - Check matched keywords and reasons
Call Matched Tools - Directly call the recommended MCP tools to execute the query

Design Principles

KISS

The script is concise and efficient, with single responsibility
Directly outputs JSON for easy parsing

DRY

Unified keyword configuration data structure
Reusable detection logic

YAGNI

Only implement necessary keyword detection
Continuously optimize based on actual needs