Discover and explore top open-source AI tools and projects—updated daily.
mrkrslLocal LLM web search enhancement
Top 95.1% on SourcePulse
Summary
This project provides a locally hosted TypeScript-based MCP (Model Context Protocol) server, enabling local Large Language Models (LLMs) to perform comprehensive web searches without requiring API keys. It offers multiple search engines and content extraction capabilities, acting as a versatile tool for LLM-powered applications.
How It Works
The server implements three specialized MCP tools: full-web-search for detailed results, get-web-search-summaries for snippets, and get-single-web-page-content for specific URLs. It employs a smart request strategy, prioritizing Bing, then Brave, then DuckDuckGo, and uses dedicated browser instances (Chromium, Firefox) with automatic cleanup. Content extraction falls back from fast Axios requests to simulated human browser behavior, with concurrent processing and HTTP/2 error recovery for enhanced reliability.
Quick Start & Requirements
Requires Node.js 18.0.0+ and npm 8.0.0+. Installation involves npm install, npx playwright install, and npm run build within the cloned repository. Configuration is done via mcp.json or librechat.yaml, pointing to the dist/index.js file. Compatibility is best with recent tool-use LLMs like Qwen3 and Gemma 3; older Llama or Deepseek models may exhibit erratic behavior.
Highlighted Details
Maintenance & Community
The project welcomes community feedback through GitHub issues and pull requests. Specific contributor or community channel details are not prominently featured in the README.
Licensing & Compatibility
Released under the MIT License, permitting broad use and modification. It is explicitly tested and compatible with LM Studio and LibreChat MCP clients.
Limitations & Caveats
Potential compatibility issues exist with older versions of Llama and Deepseek LLM models. Network restrictions may interfere with browser automation, and users should ensure Playwright browsers are correctly installed.
2 months ago
Inactive
hyperbrowserai
firecrawl
unclecode