memory vs IntelliConnect
Side-by-side comparison to help you pick between these two MCP servers.
memory by modelcontextprotocol | IntelliConnect by ruanrongman | |
|---|---|---|
| Stars | ★ 85,748 | ★ 118 |
| 30d uses | — | — |
| Score | 77 | 44 |
| Official | ✓ | — |
| Categories | Knowledge GraphAI / LLM ToolsProductivity | AI / LLM ToolsOps & Infraiot |
| Language | TypeScript | Java |
| Last commit | this month | this month |
memory · Summary
An MCP server implementing persistent memory using a local knowledge graph for AI models to remember user information across chats.
IntelliConnect · Summary
An AI-powered IoT platform with MCP protocol support for smart device management and agent capabilities.
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
IntelliConnect · Use cases
- Smart home device control and automation
- Industrial IoT monitoring and management
- Voice-controlled AI assistants for specialized domains
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"]
}
}
}IntelliConnect · Install
Installation Options:
- Docker Deployment (Recommended)
cd docker
docker-compose upThis initializes MySQL, Redis, EMQX, and InfluxDB environments.
- Manual Installation
- Install Java 21 environment
- Install MySQL and Redis (InfluxDB recommended for high performance)
- Install EMQX cluster and configure exhook
- Modify application.yaml (set ddl-auto to update mode)
- Run:
java -jar IntelliConnect-1.8-SNAPSHOT.jar
Claude Desktop MCP Configuration:
{
"mcpServers": {
"intelliconnect": {
"command": "java",
"args": ["-jar", "path/to/IntelliConnect-1.8-SNAPSHOT.jar"],
"env": {}
}
}
}