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View on GitHub -> Simple current web search. Return structured titles, URLs, and snippets through AIsa’s web search endpoint.

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Install

aisa skills install web-search

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What can agents do with it?

Current lookup

Search web sources for up-to-date information.

Structured results

Return titles, URLs, and snippets for agent review.

Source discovery

Find sources before writing or analysis.

Research handoff

Feed structured links into a larger workflow.

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Setup

This skill requires the AISA_API_KEY environment variable. When installed as a Claude plugin, the key is configured via the plugin’s userConfig.

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Usage

Run the search client with the web subcommand: 
python3 ${CLAUDE_PLUGIN_ROOT}/skills/web-search/scripts/search_client.py web --query "<search query>" --count <max_results>

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Arguments

ArgumentRequiredDefaultDescription
--query / -qYes—The search query string
--count / -cNo10Maximum number of results (1–100)

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Example

python3 ${CLAUDE_PLUGIN_ROOT}/skills/web-search/scripts/search_client.py web --query "latest AI agent frameworks 2026" --count 5

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Output

The script prints structured results including:
  • Title — Page title
  • URL — Direct link to the source
  • Snippet — Content excerpt relevant to the query

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When to Use

Use this skill when the user asks to search the web, find information online, look up recent events, or needs general web results. This is the most versatile search tool for broad queries.

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Get started

  1. Sign up at aisa.one (new accounts start with $2 free credit).
  2. Generate an API key from the console.
  3. Set your key and install the skill: 
    export AISA_API_KEY="your-key"
aisa skills install web-search
  4. Start a new agent session so the runtime loads the updated skill instructions.

AIsa Smart Search

Hybrid web and scholarly retrieval.

Tavily Search

Web search with depth and filter controls.

Multi-source Search

Broader search coverage with multiple providers.