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web-search-plus

Unified search with automatic provider selection across seven search engines. Intelligently routes queries to the best provider: Serper for shopping, Tavily for research, Exa for semantic similarity, Perplexity for direct answers with citations, You.com for real-time info, Querit for multilingual searches, and SearXNG for privacy Requires only one API key to start; all provider keys are optional and can be added incrementally Includes automatic fallback to alternate providers on rate limits or failures, with confidence scoring and optional routing explanation Supports override mode to force a specific provider when auto-routing doesn't match your intent

INSTALLATION
npx skills add https://github.com/robbyczgw-cla/web-search-plus --skill web-search-plus
Run in your project or agent environment. Adjust flags if your CLI version differs.

SKILL.md

$29

🚀 Quick Start

# Interactive setup (recommended for first run)

python3 scripts/setup.py

# Or manually

cp .env.example .env

python3 scripts/search.py -q "latest OpenClaw release"

python3 scripts/extract.py --url https://example.com

The wizard explains providers, collects keys, and sets defaults.

🔑 Providers

Search providers

  • Serper — shopping, prices, local, and general Google-style results; fast broad fallback
  • Brave — independent web index and generic current-web queries; strong non-Google complement
  • Tavily — research, explanations, and synthesis; strong research routing
  • Querit — multilingual and international updates; good for cross-language recency
  • Linkup — source-grounded/citation-heavy search; evidence-first queries
  • Exa — semantic discovery, similar sites, and deep research; supports deep + deep-reasoning
  • Firecrawl — search with scrape-ready metadata; also strong extraction provider
  • Perplexity — direct answers with citations; via PERPLEXITY_API_KEY or KILOCODE_API_KEY
  • You.com — current-web / RAG-friendly snippets; also supports extraction
  • SearXNG — private/self-hosted search; no API key, just instance URL

Extraction providers

scripts/extract.py auto-falls back across:

  • Firecrawl
  • Linkup
  • Tavily
  • Exa
  • You.com

🧠 Routing at a Glance

Default priority:

tavily → linkup → querit → exa → firecrawl → perplexity → brave → serper → you → searxng

Examples:

python3 scripts/search.py -q "weather in Vienna today"

# generic current-web intent → Brave or Serper

python3 scripts/search.py -q "find credible sources for AI tutoring outcomes"

# citation/evidence intent → Linkup

python3 scripts/search.py -q "latest AI policy updates in Germany"

# multilingual + recency → Querit or Tavily

python3 scripts/search.py -p exa --exa-depth deep -q "LLM scaling laws research"

python3 scripts/search.py -p firecrawl -q "YC startups web scraping"

Debug routing:

python3 scripts/search.py --explain-routing -q "your query"

📖 Extraction Examples

python3 scripts/extract.py --url https://example.com

python3 scripts/extract.py --url https://docs.linkup.so --provider linkup

python3 scripts/extract.py --url https://example.com --url https://example.org --include-images

python3 scripts/extract.py --url https://example.com --format html --include-raw-html

⚙️ Configuration Notes

  • .env.example documents supported env vars
  • config.example.json includes provider priority and provider-specific defaults
  • config.json is your local runtime config
  • SearXNG still supports explicit URL config and docker-aware auto-detection

🔒 Security

SearXNG SSRF protection:

  • Enforces http / https only
  • Blocks common cloud metadata endpoints
  • Blocks private/internal IP resolution unless SEARXNG_ALLOW_PRIVATE=1
  • Uses operator-controlled config/env only for the instance URL

✅ Verification

python3 -m unittest discover -s tests -p 'test_*.py'

python3 scripts/search.py --explain-routing -q "find credible sources for climate change impacts"

python3 scripts/extract.py --url https://example.com --provider auto --compact
BrowserAct

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