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Memory MCP Server
April 23, 2026
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Official MCP server implementing a persistent knowledge graph for storing project context, decisions, and relationships across sessions. Copilot can remember and recall information between conversations.
Description
The Memory MCP server gives Copilot persistent memory via a knowledge graph stored as a local JSON file.
Install: @modelcontextprotocol/server-memory
Configuration:
{
"servers": {
"memory": {
"command": "npx",
"args": ["-y", "@modelcontextprotocol/server-memory"]
}
}
}
Tools provided:
- create_entities: Create new nodes in the knowledge graph
- create_relations: Create edges between entities
- search_nodes: Search for entities by name or type
- open_nodes: Retrieve specific entities and their relations
- delete_entities: Remove entities from the graph
- delete_relations: Remove relationships
Use cases:
- Store architectural decisions and their rationale
- Track project conventions and patterns
- Remember user preferences across sessions
- Build a knowledge base of the codebase
- Maintain context across long-running projects
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