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liaoxinjie666
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anysearch

Retrieve real-time web information with vertical domain routing and full-page content extraction.

4|Updated May 9, 2026
Search Tags:#information retrieval#web search#content extraction#fact checking#vertical domains#batch research
One-click install
npx skills add https://github.com/liaoxinjie666/protocol-proxy --skill anysearch
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: anysearch
Source: https://github.com/liaoxinjie666/protocol-proxy/tree/main/skills/preset/anysearch
Command: npx skills add https://github.com/liaoxinjie666/protocol-proxy --skill anysearch

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires requests, jq, curl, and includes scripts (resource) components.

What problem does it solve?

Anysearch helps you quickly retrieve up-to-date information from the web and, when needed, extract full-page content to verify details beyond search snippets.

Core Features & Use Cases

  • Real-time search across general and vertical domains: Supports Open web search and structured vertical searches (e.g., finance, academic, legal) with better results.
  • Parallel batch search for multiple intents: Runs several independent queries together to reduce latency.
  • Full-page URL content extraction: Retrieves and returns page content in a structured, readable format for deeper fact-checking and research.
  • Vertical search guardrails: Requires calling list_domains first to obtain the correct sub_domain and query format before searching.

Quick Start

Ask the assistant to search the web for "quantum computing breakthroughs 2025" and return the most relevant findings.

Frequently Asked Questions about anysearch

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

FAQPage Schema
How do I extract full-page content from a URL for deeper fact-checking?▼

Use URL-based extraction to retrieve and return full-page content in a structured, readable format, enabling deeper fact-checking when standard search snippets are insufficient for verification.

Can I run parallel batch web searches for multiple independent queries?▼

Yes, parallel batch web search runs several independent queries together to reduce latency, making it ideal for multi-intent research where you need to gather information across different topics simultaneously.

What's the best way to search vertical domains like finance, academic, or legal databases?▼

Search vertical domains by calling list_domains first to obtain the correct sub_domain and query format, ensuring your structured vertical searches follow the required constraints and return better targeted results.

Do I need a Bearer API key to authenticate web search requests?▼

A Bearer API key is not required for web search requests; the system supports optional authentication with a Bearer API key while providing anonymous access fallbacks for users without credentials.

Does the search tool support JSON-RPC tool calls via CLI?▼

Yes, the web search tool supports JSON-RPC tool calls via the bundled CLI, requiring dependencies like requests, jq, and curl to execute real-time information retrieval and content extraction operations.

When should I use structured queries with identifiers instead of general web search?▼

Use structured queries with identifiers when you need fact-checking or specific factual information retrieval, as vertical domain routing provides better results than general Open web search for targeted research.

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