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apisql-mcp vs memory

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

apisql-mcp
by apisql-dev
memory
by modelcontextprotocol
Stars★ 33★ 85,748
30d uses
Score4477
Official
Categories
DatabaseDeveloper ToolsProductivity
Knowledge GraphAI / LLM ToolsProductivity
LanguageJavaScriptTypeScript
Last commit2 mo agothis month

apisql-mcp · Summary

MCP server providing unified access to multiple databases through SQL operations with dynamic switching capabilities.

memory · Summary

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

apisql-mcp · Use cases

  • Cross-database querying and analysis across different database systems
  • Secure database access without exposing databases to the public internet
  • Dynamic SQL operations with real-time data source switching

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

apisql-mcp · Install

Installation

  1. Prerequisites: Node.js >= 18.0.0 and apiSQL account (register at [open.apisql.cn](https://open.apisql.cn))
  2. Install apiSQL gateway to connect your database
  3. Install the MCP server:
npm install -g apisql-mcp
# or run directly with
npx -y apisql-mcp
  1. Configure in Claude Desktop:
{
  "mcpServers": {
    "apisql-mcp": {
      "command": "npx",
      "args": ["-y", "apisql-mcp"],
      "env": {
        "APISQL_MCP_API_URL": "https://open.apisql.cn/api/mytest/$sudb",
        "APISQL_MCP_API_KEY": "Bearer sk-your-api-key",
        "APISQL_MCP_DS": "mysql"
      }
    }
  }
}

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.