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Search & Research @1999azzar Updated 6/28/2026 2,026 downloads 0 stars Security: Pass

Search Cluster OpenClaw Plugin & Skill | ClawHub

Looking to integrate Search Cluster into your AI workflows? This free OpenClaw plugin from ClawHub helps you automate search & research tasks instantly, without having to write custom tools from scratch.

What this skill does

Aggregated search aggregator using Google CSE, GNews RSS, Wikipedia, Reddit, and Scrapling.

Install

ClawHub CLI
openclaw skills install @1999azzar/search-cluster
Node.js (npx)
npx clawhub@latest install search-cluster

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search-clusterAggregated search aggregator using Google CSE, GNews RSS, Wikipedia, Reddit, and Scrapling.

SKILL.md content below is scrollable.

Search Cluster (Industrial Standard v3.1)

A multi-provider search aggregator designed for high-availability and security.

Installation

The scrapling provider requires a dedicated virtual environment.

  1. Create a venv: python3 -m venv venv/scrapling
  2. Install scrapling: venv/scrapling/bin/pip install scrapling
  3. Provide the path to the venv binary in SCRAPLING_PYTHON_PATH.

Security Posture

  • Subprocess Isolation: Query inputs are passed as arguments to stealth_fetch.py.
  • Strict TLS: Mandatory SSL verification on all providers.
  • Sanitization: Integrated native internal scrubber (Path Neutral).

Requirements and Environment

Declare these variables in your environment or vault:

Variable Requirement Description
GOOGLE_API_KEY Optional API Key for Google Custom Search.
GOOGLE_CSE_ID Optional Search Engine ID for Google CSE.
SCRAPLING_PYTHON_PATH Optional Path to the scrapling venv python binary.
REDIS_HOST Optional Host for result caching.
REDIS_PORT Optional Port for result caching (Default: 6379).
SEARCH_USER_AGENT Optional Custom User-Agent string.

Providers

  • google: Official Google Custom Search.
  • wiki: Wikipedia OpenSearch API.
  • reddit: Reddit JSON search API.
  • gnews: Google News RSS aggregator.
  • scrapling: Headless stealth scraping (via DuckDuckGo).

Included Scripts

  • scripts/search-cluster.py: Main entry point.
  • scripts/stealth_fetch.py: Scrapling fetcher (REQUIRED for scrapling provider).

Workflow

  1. Execute: scripts/search-cluster.py all "<query>"
  2. Output is structured JSON with source, title, link, and sanitized snippet.
ClawHub Registry URL: https://clawhub.ai/1999azzar/skills/search-cluster

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