Mnemex
JSON →Mnemex is a Python MCP server that provides AI assistants with human-like memory dynamics through temporal decay and natural spaced repetition, storing memories locally in human-readable JSONL and Markdown formats.
Install
pip install mnemex` Tools · 14
- save_memory Save new memory with tags, entities (auto-enrichment in v0.6.0+)
- search_memory Search with filters and scoring (includes review candidates)
- search_unified Unified search across STM + LTM
- touch_memory Reinforce memory (boost strength)
- observe_memory_usage Record memory usage for natural spaced repetition
- analyze_message ✨ NEW v0.6.0 - Detect memory-worthy content, suggest entities/strength
- analyze_for_recall ✨ NEW v0.6.0 - Detect recall intent, suggest search queries
- gc Garbage collect low-scoring memories
- promote_memory Move to long-term storage
- cluster_memories Find similar memories
- consolidate_memories Merge similar memories (algorithmic)
- read_graph Get entire knowledge graph
- open_memories Retrieve specific memories
- create_relation Link memories explicitly
Links
★ 36 GitHub stars