web-search-plus

Routes web search queries intelligently to specialized providers like Serper, Tavily, Exa, You.com and SearXNG.

Updated Feb 16, 2026
One-click install
npx skills add https://github.com/dsactivi-2/Mujo-Team --skill web-search-plus
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: web-search-plus
Source: https://github.com/dsactivi-2/Mujo-Team/tree/main/skills/web-search-plus
Command: npx skills add https://github.com/dsactivi-2/Mujo-Team --skill web-search-plus

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill eliminates the need to manually choose between different web search engines by intelligently selecting the best provider for your query, saving you time and improving search relevance.

Core Features & Use Cases

  • Intelligent Auto-Routing: Automatically selects Serper (Google), Tavily (Research), Exa (Neural), You.com (RAG/Real-time), or SearXNG (Privacy) based on query analysis.
  • Unified Interface: Access multiple powerful search engines through a single, consistent interface.
  • Use Case: Ask "how much is an iPhone 16?" and get Google Shopping results. Ask "explain quantum entanglement" and get in-depth research. Ask "search privately" and use a privacy-focused engine.

Quick Start

Use the web-search-plus skill to find information about the latest AI advancements.

Frequently Asked Questions about web-search-plus

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How does intelligent auto-routing work for web search queries?

Intelligent auto-routing analyzes your web search queries using multi-signal analysis to confidently select the optimal specialized provider, such as Serper for shopping or Tavily for research, ensuring maximum relevance without manual selection.

What is the best way to search for RAG context and real-time information?

The best way to search for RAG context and real-time information is using a unified interface that automatically routes your query to specialized providers like You.com, which are optimized for retrieving real-time data and retrieval-augmented generation context.

Can I use a single interface to access multiple search engines like Exa and Serper?

Yes, you can access multiple search engines like Exa and Serper through a single, consistent interface that unifies query routing, eliminating the need to manually switch between different platforms for shopping, research, or neural discovery tasks.

How do I ensure privacy-focused searches are routed to the correct engine?

To ensure privacy-focused searches are routed correctly, the auto-routing mechanism analyzes your query intent and automatically directs privacy-sensitive requests to SearXNG, a specialized privacy-focused search engine, while providing detailed routing explanations.

Does multi-provider web search support result caching for repeated queries?

Multi-provider web search supports result caching for repeated queries, storing previous search outputs to reduce redundant API calls to providers like Tavily and Exa, which improves response times and optimizes search retrieval efficiency.