mcp-memory-server

insomnolence/mcp-memory-server

3.1

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Enhanced MCP Memory Server is a personal project exploring intelligent hierarchical memory management for AI systems through the Model Context Protocol (MCP).

Tools

Functions exposed to the LLM to take actions

add_document_tool

Add content with automatic importance scoring and collection routing.

query_documents_tool

Multi-collection semantic search with intelligent reranking.

query_permanent_documents_tool

Search only critical/permanent content.

get_memory_stats_tool

Collection statistics and system health metrics.

start_background_maintenance_tool

Enable automated maintenance processes.

Prompts

Interactive templates invoked by user choice

No prompts

Resources

Contextual data attached and managed by the client

No resources