MemoryGraph

v1.0.0APIsstable

A graph-based MCP server that provides AI coding agents with persistent memory to store patterns, track complex relationships, and retrieve knowledge across sessions. It leverages graph structures to handle temporal queries and relational paths that

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About

A graph-based MCP server that provides AI coding agents with persistent memory to store patterns, track complex relationships, and retrieve knowledge across sessions. It leverages graph structures to handle temporal queries and relational paths that

Features

  • A graph-based MCP server that provides AI coding agents with

Use Cases

A graph-based MCP server that provides AI coding agents with persistent memory t
memory-graph

Maintainer

LicenseMIT License
Languagepython
Versionv1.0.0
UpdatedMay 21, 2026
Statushealthy
Maintenanceactive

Works with

ClaudeOpenAIwindowsmacoslinux

Installation

Manual Installation

npx memorygraph

Examples

No examples available for this server.

Configuration

Configuration Details

Config File

claude_desktop_config.json

Web UI

Not available

Security

Authentication

RequiredNo

Features

Data Encryption
Audit Logging
RBAC Support

Performance

Response Metrics

Response Time< 200ms
ThroughputMedium

Resource Usage

Memory UsageLow
CPU UsageLow

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Quick Config Preview

{ "mcpServers": { "memorygraph": { "command": "npx", "args": ["-y", "memorygraph"] } } }

Add this to your claude_desktop_config.json or .cursor/mcp.json

Read the full setup guide →

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