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Web Search Plus

Unified web search skill that auto-routes queries to the best engine โ€” Serper, Tavily, Exa, Perplexity, You.com, or SearXNG โ€” based on query intent.

by v1.0.0
Search & Research
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Connecting to VM...
npx clawhub@latest install web-searchplus
1Current Installs
v1.0.0Version

Web Search Plus is a unified search interface for AI assistants that intelligently routes each query to the most appropriate search or AI-answer provider based on intent. Whether you need fast factual lookups, deep research summaries, neural semantic search, AI-generated answers with citations, real-time RAG results, or privacy-friendly self-hosted search, this skill picks the right engine automatically โ€” giving you one consistent interface across all your providers.

How It Works

When a search-related phrase is detected (e.g. "search the web", "research this topic", "find latest news", "ๆœไธ€ไธ‹", "ๅธฎๆˆ‘็ ”็ฉถ"), the skill analyzes the query intent and routes it to the best available provider from your configured API keys. Factual queries go to Serper, deep research to Tavily, semantic lookups to Exa, AI-answered questions to Perplexity, real-time RAG to You.com, and privacy-sensitive queries to your SearXNG instance. Provider selection also accounts for cost and rate limits.

Key Features

Intelligent Auto-Routing
Matches query intent (factual, neural, news, deep research, multilingual, privacy) to the optimal provider automatically.
Multi-Provider Support
Works with Serper, Tavily, Exa, Perplexity, You.com, and SearXNG out of the box.
Multilingual Triggers
Responds to search intents in English and Chinese (e.g. "ๆœไธ€ไธ‹", "ๅธฎๆˆ‘็ ”็ฉถ").
Privacy-Friendly Fallback
Supports self-hosted SearXNG as a private, cost-free fallback option.
Consistent Interface
One unified skill instead of separate integrations for each search provider.
Cost-Aware Routing
Considers provider cost and rate limits when selecting engines.

Requirements

At Least One API Key
You must supply a valid API key for at least one supported provider (Serper, Tavily, Exa, Perplexity, or You.com).
SearXNG Instance (Optional)
A self-hosted SearXNG URL is required only if you want to use the privacy/self-hosted routing option.
Tech User
This skill is designed for builders and developers who already have or can obtain search provider API keys.

Use Cases

Breaking News Research
"Find the latest news on AI agents this week" routes to a real-time or news-optimized provider.
Deep Topic Research
"Do a deep research on prompt-to-design tools" triggers a Tavily-style research summary.
Semantic Discovery
"Find papers similar to this concept" leverages Exa's neural search capabilities.
AI-Answered Questions
"What are the pros and cons of serverless architecture?" gets a cited AI answer via Perplexity.
Privacy-Sensitive Lookups
"Find a self-hosted alternative to X" can be routed through your private SearXNG instance.
Multilingual Queries
Chinese-language prompts like "ๆœไธ€ไธ‹ๆœ€ๆ–ฐ็š„ๅคงๆจกๅž‹่ฟ›ๅฑ•" are recognized and handled natively.

How to Install

1
Run in your terminal
npx clawhub@latest install web-searchplus
or
2
Click the Install button at the top of this page for one-click setup

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