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golemcore-bot vs memory

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

golemcore-bot
by alexk-dev
memory
by modelcontextprotocol
Stars★ 40★ 85,748
30d uses
Score4577
Official
Categories
CommunicationDeveloper ToolsProductivity
Knowledge GraphAI / LLM ToolsProductivity
LanguageJavaTypeScript
Last committhis monththis month

golemcore-bot · Summary

GolemCore Bot is an agent platform with MCP integration, enabling channel-connected agents with plugins and memory.

memory · Summary

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

golemcore-bot · Use cases

  • Building chatbots for multiple channels (Telegram, web dashboard) with memory and delayed follow-ups
  • Extending agent capabilities through plugins and MCP server integrations
  • Creating inspectable AI agents with traceable execution and Hive-connected control flows

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

golemcore-bot · Install

Docker Installation

docker pull ghcr.io/alexk-dev/golemcore-bot:latest

docker run -d \
  --name golemcore-bot \
  --shm-size=256m \
  --cap-add=SYS_ADMIN \
  -e STORAGE_PATH=/app/workspace \
  -e TOOLS_WORKSPACE=/app/sandbox \
  -v golemcore-bot-data:/app/workspace \
  -v golemcore-bot-sandbox:/app/sandbox \
  -p 8080:8080 \
  --restart unless-stopped \
  ghcr.io/alexk-dev/golemcore-bot:latest

Open http://localhost:8080/dashboard and sign in with the temporary admin password from logs.

Claude Desktop Integration

Add to Claude Desktop configuration:

{
  "mcpServers": {
    "golemcore": {
      "command": "docker",
      "args": ["run", "--rm", "-i", "ghcr.io/alexk-dev/golemcore-bot:latest"]
    }
  }
}

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.