Skip to content

Add mcp-memory-server to Knowledge & Memory#2520

Open
ihwooMil wants to merge 1 commit intopunkpeye:mainfrom
ihwooMil:add-mcp-memory-server
Open

Add mcp-memory-server to Knowledge & Memory#2520
ihwooMil wants to merge 1 commit intopunkpeye:mainfrom
ihwooMil:add-mcp-memory-server

Conversation

@ihwooMil
Copy link

New MCP Server

Name: mcp-memory-server
Category: Knowledge & Memory
Language: Python 🐍
Scope: Local 🏠
OS: 🍎 🪟 🐧

Description

Intelligent memory MCP server for AI assistants with:

  • RL-powered policy — contextual bandit decides SAVE/SKIP/RETRIEVE (not just keyword matching)
  • GraphRAG hybrid retrieval — ChromaDB vector + NetworkX knowledge graph, fused with RL re-ranker
  • Multi-resolution text — full text → summary → entity triples, composed within token budget
  • Forgetting pipeline — decay-based aging with consolidation, pinning, and immutable protection
  • Sleep cycle — periodic maintenance (dedup, compress, forget, checkpoint)
  • 12 MCP tools — auto_search, memory_save, memory_search, policy_decide, etc.
  • Multilingual — Korean and English support

Install: pip install mcp-memory-server
PyPI: https://pypi.org/project/mcp-memory-server/
Tests: 590 passing, CI with Python 3.11/3.12/3.13
License: MIT

Intelligent memory MCP server with RL-powered policy, GraphRAG hybrid
retrieval, multi-resolution text, forgetting pipeline, and sleep cycle.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

1 participant