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BrowseAI-Dev vs memory

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

BrowseAI-Dev
by BrowseAI-HQ
memory
by modelcontextprotocol
Stars★ 17★ 85,748
30d uses
Score4377
Official
Categories
AI / LLM ToolsSearchWeb Scraping
Knowledge GraphAI / LLM ToolsProductivity
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.

memory · Summary

An MCP server implementing persistent memory using a local knowledge graph for AI models to remember user information across chats.

BrowseAI-Dev · Use cases

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

memory · Use cases

  • Personalizing AI assistant interactions by remembering user preferences, history, and relationships
  • Building context-aware chat applications that maintain conversation history
  • Creating knowledge bases that persist across AI model sessions

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

memory · Install

Installation

Claude Desktop

Add to your claude_desktop_config.json:

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

VS Code

Use one-click installation buttons or manually configure in .vscode/mcp.json:

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

Docker

{
  "mcpServers": {
    "memory": {
      "command": "docker",
      "args": ["run", "-i", "-v", "claude-memory:/app/dist", "--rm", "mcp/memory"]
    }
  }
}
Comparison generated from public README + GitHub signals. Last updated automatically.