🔍 Free Web Search Ultimate

Universal Search-First Knowledge Acquisition Plugin for LLMs

One install. Every LLM. Real-time knowledge. Zero cost.

Stop letting your LLM guess. Give it the ability to search.

By default, every LLM—Claude, GPT-4, Gemini—answers questions from training data that can be months or years out of date. This plugin introduces a Search-First Paradigm: the LLM is instructed to use real-time web search as its primary knowledge source, not a fallback.

🏗️ Architecture

One plugin, every ecosystem. Whether you use Claude Desktop, Cursor, OpenClaw, or a custom LangChain agent, this plugin connects your LLM to the live web through a unified interface.

The free_web_search/skills/ directory contains the auto-discoverable SKILL.md that CLI-Anything compatible frameworks (such as OpenClaw) load automatically at startup — no manual configuration required.

🌟 The "Search-First" Paradigm

When this plugin is installed, the AI agent is instructed to:

1. Never Guess Facts — Use search-web before answering any factual, technical, or real-time question.
2. Override Internal Knowledge — Even if the LLM "knows" the answer, it verifies via search for topics prone to change.
3. Deep Verification — If search snippets are insufficient, use browse-page to read the full source.
4. Cite Sources — Always provide the source URLs in the final answer.

📦 Installation

pip install free-web-search-ultimate

Requirements: Python 3.10+

Or install from source:

git clone https://github.com/wd041216-bit/free-web-search-ultimate.git
cd free-web-search-ultimate
pip install -e .

🔌 Integration Guide

Claude Desktop & Cursor (via MCP)

Add to your claude_desktop_config.json or Cursor MCP settings:

{
  "mcpServers": {
    "free-web-search": {
      "command": "free-web-search-mcp",
      "args": []
    }
  }
}

That's it. Claude and Cursor will now have access to search_web and browse_page tools.

OpenClaw (via CLI-Anything)

# Install — the skill is auto-discovered from the bundled SKILL.md
pip install free-web-search-ultimate

OpenClaw reads the bundled SKILL.md and automatically loads the Search-First behavioral instructions.

LangChain / Custom Agents

from langchain.tools import Tool
import subprocess, json

def search_web(query: str) -> str:
    result = subprocess.run(
        ["search-web", query, "--json"],
        capture_output=True, text=True
    )
    data = json.loads(result.stdout)
    return data.get("answer", "No results found.")

search_tool = Tool(
    name="search_web",
    func=search_web,
    description="Search the web for real-time information. Use this before answering any factual question."
)

OpenAI Function Calling

tools = [
    {
        "type": "function",
        "function": {
            "name": "search_web",
            "description": "Search the web for real-time information, news, or facts. Always call this before answering factual questions.",
            "parameters": {
                "type": "object",
                "properties": {
                    "query": {"type": "string", "description": "The search query"},
                    "type": {"type": "string", "enum": ["text", "news", "images", "videos", "books"], "default": "text"}
                },
                "required": ["query"]
            }
        }
    }
]

💻 CLI Usage

search-web — Web Search

# General knowledge
search-web "Python 3.13 new features"

# Breaking news
search-web "OpenAI GPT-5" --type news --timelimit w

# Images
search-web "neural network diagram" --type images

# Chinese search
search-web "人工智能最新进展" --region zh-cn

# JSON output for programmatic use
search-web "quantum computing" --json

browse-page — Deep Page Reading

# Read full page content
browse-page "https://docs.python.org/3/whatsnew/3.13.html"

# JSON output
browse-page "https://arxiv.org/abs/2303.08774" --json

🏆 Why This Over Alternatives?

📄 License

MIT License — free for personal and commercial use.