memory-mcp

v1.0.0APIsstable

MCP server for Ragionex Memory - persistent semantic memory for AI agents. Works in Claude Code, Claude Desktop, Codex, ChatGPT (Apps SDK), Cursor, Cline, and 500+ MCP clients. Save in one tool, recall in another. Project-scoped, cross-session, agent

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About

MCP server for Ragionex Memory - persistent semantic memory for AI agents. Works in Claude Code, Claude Desktop, Codex, ChatGPT (Apps SDK), Cursor, Cline, and 500+ MCP clients. Save in one tool, recall in another. Project-scoped, cross-session, agent

Features

  • create_entities
  • create_relations
  • add_observations
  • delete_entities
  • delete_observations

Use Cases

Create multiple new entities in the knowledge graph
Create multiple new relations between entities in the knowledge graph. Relations should be in active voice
Add new observations to existing entities in the knowledge graph
Delete multiple entities and their associated relations from the knowledge graph
Delete specific observations from entities in the knowledge graph
LicenseMIT License
Languageswift
Versionv1.0.0
UpdatedMay 2, 2026
Statushealthy
Maintenanceactive

Works with

ClaudeOpenAIwindowsmacoslinux

Installation

NPM

npx -y @modelcontextprotocol/server-memory

Manual Installation

npx -y @modelcontextprotocol/server-memory

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": { "memory": { "command": "npx", "args": ["-y", "@modelcontextprotocol/server-memory"] } } }

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

Read the full setup guide →

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