memory vs mcp-memory-libsql
Side-by-side comparison to help you pick between these two MCP servers.
memory by modelcontextprotocol | mcp-memory-libsql by spences10 | |
|---|---|---|
| Stars | ★ 85,748 | ★ 84 |
| 30d uses | — | — |
| Score | 77 | 46 |
| Official | ✓ | — |
| Categories | Knowledge GraphAI / LLM ToolsProductivity | AI / LLM ToolsKnowledge GraphDatabase |
| Language | TypeScript | TypeScript |
| 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.
mcp-memory-libsql · Summary
High-performance persistent memory system for MCP with vector search and knowledge graph 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
mcp-memory-libsql · Use cases
- Building AI agents with persistent memory and knowledge graphs
- Implementing efficient semantic search and retrieval systems
- Creating context-optimized memory storage for LLM applications
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"]
}
}
}mcp-memory-libsql · Install
Installation
- Install the server package:
npm install -g mcp-memory-libsql- Configure in your MCP client. For Claude Desktop:
{
"mcpServers": {
"mcp-memory-libsql": {
"command": "npx",
"args": ["-y", "mcp-memory-libsql"],
"env": {
"LIBSQL_URL": "file:/path/to/your/database.db"
}
}
}
}- Set the LIBSQL_URL environment variable to specify your database location (default: file:/memory-tool.db)