multi-provider-web-search
CommunityGet better web answers with parallel search
Software Engineering#web search#CLI#code search#deduplication#multi-provider#ai summarization#semantic retrieval
Authorcarlos-algms
Version1.0.0
Installs0
System Documentation
What problem does it solve?
It solves weak or incomplete results from a single web search provider by fanning out across multiple search backends and producing AI summaries with deduplication.
Core Features & Use Cases
- Parallel multi-backend web search: dispatches the same query across Exa, Tavily, Brave, LangSearch, and Marginalia to broaden coverage.
- Dedupe + AI summary: reduces repeated content and returns an AI-ready synthesized answer rather than raw links only.
- Provider-fit and fallback guidance: emphasizes using native WebSearch first, then escalating when results are empty/weak or the user explicitly requests provider behavior; supports targeted code/docs/papers and “small/indie web” discovery patterns.
Quick Start
Use a multi-provider query with your explicit intent and ask the AI to run web-search-ai-summary for the topic you want, for example: Find recent research on retrieval-augmented generation and summarize results from multiple search providers.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: multi-provider-web-search Download link: https://github.com/carlos-algms/dotfiles/archive/main.zip#multi-provider-web-search Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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