memory vs yantrikdb-server
Side-by-side comparison to help you pick between these two MCP servers.
memory by modelcontextprotocol | yantrikdb-server by yantrikos | |
|---|---|---|
| Stars | ★ 85,748 | ★ 143 |
| 30d uses | — | — |
| Score | 77 | 50 |
| Official | ✓ | — |
| Categories | Knowledge GraphAI / LLM ToolsProductivity | AI / LLM ToolsKnowledge GraphDatabase |
| Language | TypeScript | Rust |
| 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.
yantrikdb-server · Summary
Cognitive memory database for AI agents that consolidates duplicates, detects contradictions, and fades stale memories via temporal decay.
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
yantrikdb-server · Use cases
- Long-term memory management for AI agents to avoid context window overflow
- Conflict detection and resolution in multi-conversation AI systems
- Personalized AI assistants that learn user preferences over time
- Knowledge consolidation for enterprise document management systems
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"]
}
}
}yantrikdb-server · Install
Quick Start with MCP
pip install yantrikdb-mcpAdd to your MCP client config (typically ~/.claude.json or .mcp.json):
{
"mcpServers": {
"yantrikdb": {
"command": "yantrikdb-mcp"
}
}
}For shared memory across machines:
{
"mcpServers": {
"yantrikdb": {
"command": "yantrikdb-mcp",
"env": {
"YANTRIKDB_SERVER_URL": "http://node1:7438,http://node2:7438",
"YANTRIKDB_TOKEN": "ydb_your_database_token"
}
}
}
}As a Network Server
docker run -p 7438:7438 ghcr.io/yantrikos/yantrikdb:latest