Persistent Memory MCP Server

Example Use Cases

• 1

  Retain conversation context and insights across multiple sessions without losing information after compaction.

• 2

  Manage large documents and knowledge bases efficiently without exceeding context window limits.

• 3

  Advanced search and graph-based knowledge traversal capabilities to connect related insights.

Description

MemCP is an MCP server that enables Claude Code to store, organize, and retrieve insights persistently using a knowledge graph and filesystem storage, overcoming context window limitations and session boundaries. It implements the Recursive Language Model framework, allowing active exploration of stored content without consuming context tokens. Features include multi-tiered search, memory consolidation, lifecycle management, and sub-agent orchestration for enhanced memory and context handling.