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web-search-plus

Unified search skill with Intelligent Auto-Routing.

Skill by CraftOS-dev

IndexedMIT★ 400
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Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/craftos-dev-web-search-plus

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Unified search skill with Intelligent Auto-Routing. Uses multi-signal analysis to automatically select between Serper (Google), Tavily (Research), Exa (Neural), Perplexity (AI Answers), You.com (RAG/Real-time), and SearXNG (Privacy/Self-hosted) with confidence scoring.

Use cases: ml, research

No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

What this skill can do and what it asks for, from its SKILL.md and code. Checked Oct 25, 2026.

Tools
No tools found
Secrets
None asked for
Install scripts
None found
Runs as
Python package

Network hosts it talks to 14

  • api.exa.ai · found in code
  • api.kilo.ai · found in code
  • api.tavily.com · found in code
  • api.you.com · found in code
  • clawhub.ai · found in code
  • codeload.github.com · found in install command
  • docs.searxng.org · found in code
  • exa.ai · found in code
  • google.serper.dev · found in code
  • perplexity.ai · found in code
  • searx.your-domain.com · found in code
  • serper.dev · found in code
  • tavily.com · found in code
  • ydc-index.io · found in code

Files it touches

  • ~/.claude/skills/web-search-plus

What's inside

Skill name
web-search-plus
Description
Unified search skill with Intelligent Auto-Routing. Uses multi-signal analysis to automatically select between Serper (Google), Tavily (Research), Exa (Neural), Perplexity (AI Answers), You.com (RAG/Real-time), and SearXNG (Privacy/Self-hosted) with confidence scoring.
License
MIT
Instructions
246 lines in SKILL.md · view on GitHub

Before installing

  • Ships executable scripts

Files (12)

  • origin.json · .clawhub/
  • CHANGELOG.md
  • FAQ.md
  • README.md
  • SKILL.md
  • TROUBLESHOOTING.md
  • _meta.json
  • config.example.json
  • package.json
  • search.py · scripts/
  • setup.py · scripts/
  • test-auto-routing.sh

SKILL.md (first lines)

# Web Search Plus

**Stop choosing search providers. Let the skill do it for you.**

This skill connects you to 6 search providers (Serper, Tavily, Exa, Perplexity, You.com, SearXNG) and automatically picks the best one for each query. Shopping question? → Google results. Research question? → Deep research engine. Need a direct answer? → AI-synthesized with citations. Want privacy? → Self-hosted option.

---

## ✨ What Makes This Different?

- **Just search** — No need to think about which provider to use
- **Smart routing** — Analyzes your query and picks the best provider automatically
- **6 providers, 1 interface** — Google results, research engines, neural search, AI answers with citations, RAG-optimized, and privacy-first all in one
- **Works with just 1 key** — Start with any single provider, add more later
- **Free options available** — SearXNG is completely free (self-hosted)

---

## 🚀 Quick Start

```bash
# Interactive setup (recommended for first run)
python3 scripts/setup.py

# Or manual: copy config and add your keys
cp config.example.json config.json
```

The wizard explains each provider, collects API keys, and configures defaults.

---

## 🔑 API Keys

You only need **ONE** key to get started. Add more providers later for better coverage.

| Provider | Free Tier | Best For | Sign Up |
|----------|-----------|----------|---------|
| **Serper** | 2,500/mo | Shopping, prices, local, news | [serper.dev](https://serper.dev) |
| **Tavily** | 1,000/mo | Research, explanations, academic | [tavily.com](https://tavily.com) |
| **Exa** | 1,000/mo | "Similar to X", startups, papers | [exa.ai](https://exa.ai) |
| **Perplexity** | Via Kilo | Direct answers with citations | [kilo.ai](https://kilo.ai) |
| **You.com** | Limited | Real-time info, AI/RAG context | [api.you.com](https://api.you.com) |
| **SearXNG** | **FREE** ✅ | Privacy, multi-source, $0 cost | Self-hosted |

**Setting your keys:**

```bash
# Option A: .env file (recommended)
export SERPER_API_KEY="your-key"
export TAVILY_API_KEY="your-key"

# Option B: config.json
{ "serper": { "api_key": "your-key" } }
```

---

## 🎯 When to Use Which Provider

| I want to... | Provider | Example Query |
|--------------|----------|---------------|
| Find product prices | **Serper** | "iPhone 16 Pro Max price" |
| Find restaurants/stores nearby | **Serper** | "best pizza near me" |
| Understand how something works | **Tavily** | "how does HTTPS encryption work" |
| Do deep research | **Tavily** | "climate change research 2024" |
| Find companies like X | **Exa** | "startups similar to Notion" |
| Find research papers | **Exa** | "transformer architecture papers" |
| Get a direct answer with sources | **Perplexity** | "events in Berlin this weekend" |
| Know the current status of something | **Perplexity** | "what is the status of Ethereum upgrades" |
| Get real-time info | **You.com** | "latest AI regulation news" |
| Search without being tracked | **SearXNG** | anything, privately |

**Pro tip:** Just search normally! Auto-routing handles most queries correctly. Override with `-p provider` when needed.

---

## 🧠 How Auto-Routing Works

The skill looks at your query and picks the best provider:

```bash
"iPhone 16 price"              → Serper (shopping keywords)
"how does quantum computing work" → Tavily (research question)
"companies like stripe.com"    → Exa (URL detected, similarity)
"events in Graz this weekend"  → Perplexity (local + direct answer)
"latest news on AI"            → You.com (real-time intent)
"search privately"             → SearXNG (privacy keywords)
```

**What if it picks wrong?** Override it: `python3 scripts/search.py -p tavily -q "your query"`

**Debug routing:** `python3 scripts/search.py --explain-routing -q "your query"`

---

## 📖 Usage Examples

### Let Auto-Routing Choose (Recommended)

```bash
python3 scripts/search.py -q "Tesla Model 3 price"
python3 scripts/search.py -q "explain machine learning"
python3 scripts/search.py -q "startups like Figma"
```

### Force a Specific Provider

```bash
python3 scripts/search.py -p serper -q "weather Berlin"
python3 scripts/search.py -p tavily -q "quantum computing" --depth advanced
python3 scripts/search.py -p exa --similar-url "https://stripe.com" --category company
python3 scripts/search.py -p you -q "breaking tech news" --include-news
python3 scripts/search.py -p searxng -q "linux distros" --engines "google,bing"
```

---

## ⚙ Configuration

From CraftOS-dev/CraftBot, MIT.

More from CraftOS-dev/CraftBot

Signals

Stars
400
Forks
49
Open issues
12
Last commit (this folder)
May 28, 2026 (5 months ago)
Last release
Oct 23, 2026 (5 days ago)

From GitHub (fetched Oct 24, 2026).

Details

License
MIT
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

More from CraftOS-dev

Cite this page

web-search-plus skill. Agent Mart. https://agentmart.dev/skills/craftos-dev-web-search-plus (last updated 2026-10-24)