Mnemex

none★ 36other

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.

github ↗

Install

How to run this server

[ { "cmd": "pip install mnemex`", "imports": [] } ]

server path: mnemex

Tools

What this server exposes

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

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

Configuration

Environment & auth

authnone

Resources

githubhttps://github.com/simplemindedbot/mnemex ↗