free-web-search-ultimate

<div align="center"> <h1>🔍 Free Web Search Ultimate</h1> <p><strong>Universal Search-First Knowledge Acquisition Plugin for LLMs</strong></p> <p><em>One install. Every LLM. Real-time knowledge. Zero cost.</em></p>

[](https://python.org) [](https://modelcontextprotocol.io/) [](https://github.com/HKUDS/CLI-Anything) [](https://github.com/openclaw/awesome-openclaw) [](LICENSE) </div>

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> 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By default, every LLM—Claude, GPT-4, Gemini—answers questions from training data that can be months or years out of date.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.

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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.

| Old Paradigm (Default LLM) | New Paradigm (This Plugin) | |---|---| | Answers from training data | Answers from live web search | | Knowledge cutoff date | Always up-to-date | | May hallucinate facts | Cites verifiable sources | | Single knowledge source | Multi-source cross-validation |

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