How does the detection script work?

It parses your input for specific triggers like 'API', 'example', or 'latest' and returns a JSON object containing the recommended tools and matching reasons.

Which MCP tools are currently supported by the detector?

The skill currently detects intent for context7 (documentation), grep_app (GitHub code search), and web_search (latest information/web search).

Can I use this for troubleshooting code errors?

Absolutely. It recognizes keywords like 'fix bug' and 'error' to suggest web search tools for the latest solutions and community fixes.

Does this skill support non-English queries?

Yes, it includes built-in keyword support for both English and Chinese terms related to documentation, source code, and updates.

What is the primary purpose of the MCP Search skill?

It acts as an orchestrator that analyzes your query to recommend the most suitable search tool, such as context7 for docs or grep_app for code.

Smart MCP Search Selector

Name: Smart MCP Search Selector
Author: zwmmm

byzwmmm

0•

Productivity & Workflow

Automatically identifies user query intent to suggest the most effective MCP search tools for documentation, code examples, or real-time web data.

The Smart MCP Search Selector skill enhances Claude's efficiency by analyzing user prompts for specific intent keywords and recommending the optimal Model Context Protocol (MCP) tool for the task. It bridges the gap between a user's question and the right data source, whether that requires searching official documentation via context7, discovering real-world code implementations on GitHub via grep_app, or fetching the latest 2025/2026 bug fixes through web search. By automating the tool selection process, it ensures Claude always uses the most relevant context for every response.

Key Features

01Automated recommendations for context7, grep_app, and web_search tools

02Standardized JSON output for seamless script integration

03Intelligent keyword detection for documentation, code search, and news

04Lightweight logic based on KISS and DRY design principles

050 GitHub stars

06Multilingual support for English and Chinese keyword matching

Use Cases

01Triggering GitHub code searches when users request implementation examples

02Prioritizing web search for the latest software updates and bug reports

03Automatically routing 'how-to' queries to official documentation tools

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add zwmmm/oh-my-claudecode search

For use in Claude.ai and ChatGPT

Download Skill