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Memory MCP Server

🧠 Memory · ✓ Verified

Persistent memory for AI agents using a knowledge graph. Store and retrieve entities, relations, and observations across sessions.

🛠️ Capabilities

knowledge graphentity storagerelation trackingpersistent memorysemantic search

📖 About

The Memory MCP server gives AI agents persistent, searchable memory using a local knowledge graph (stored as JSON).

Tools: create_entities, create_relations, add_observations, delete_entities, delete_observations, delete_relations, read_graph, search_nodes, open_nodes.

Storage: Local JSON file — persists between sessions. No external dependencies.

Use cases: Agent memory across conversations, relationship tracking, context accumulation, long-term project tracking.

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