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BrowseAI-Dev vs everything

Side-by-side comparison to help you pick between these two MCP servers.

BrowseAI-Dev
by BrowseAI-HQ
everything
by modelcontextprotocol
Stars★ 17★ 85,748
30d uses
Score4377
Official
Categories
AI / LLM ToolsSearchWeb Scraping
Developer ToolsAI / LLM ToolsOther
LanguageTypeScriptTypeScript
Last committhis monththis month

BrowseAI-Dev · Summary

BrowseAI Dev provides an evidence-backed web search MCP server with citations and confidence scores to reduce AI hallucinations.

everything · Summary

Official MCP test server exercising all protocol features for client builders.

BrowseAI-Dev · Use cases

  • AI agent research with verified citations
  • Fact-checking and content verification
  • Multi-agent collaborative research

everything · Use cases

  • Testing MCP client implementations against all protocol features
  • Learning MCP protocol capabilities through a reference server
  • Validating client compatibility with different transport methods

BrowseAI-Dev · Install

Installation

NPM

npm install browseai-dev

Python

pip install browseaidev

LangChain

pip install langchain-browseaidev

MCP Configuration (Claude Desktop)

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "browseai-dev": {
      "command": "npx",
      "args": ["-y", "@browseai-dev/mcp-server"]
    }
  }
}

Set environment variable: BROWSE_API_KEY=bai_xxx

everything · Install

NPX (recommended)

{
  "mcpServers": {
    "everything": {
      "command": "npx",
      "args": ["-y", "@modelcontextprotocol/server-everything"]
    }
  }
}

On Windows, use cmd /c:

{
  "mcpServers": {
    "everything": {
      "command": "cmd",
      "args": ["/c", "npx", "-y", "@modelcontextprotocol/server-everything"]
    }
  }
}

Docker

{
  "mcpServers": {
    "everything": {
      "command": "docker",
      "args": ["run", "-i", "--rm", "mcp/everything"]
    }
  }
}

Global install

npm install -g @modelcontextprotocol/server-everything@latest
npx @modelcontextprotocol/server-everything
Comparison generated from public README + GitHub signals. Last updated automatically.