Riley-Coyote / mnemos-mcp

Continuity for the agent itself. An MCP server that gives an AI agent a memory of its own, written in its own words and kept on your machine, so it wakes as itself every session.

Why this job: name: mcp; says: mcp server; topics: mcp-server, model-context-protocol, mcp

Open on GitHub Website

Continuity for the agent itself. A thin slice of a real agent’s memory, up close: the memory the Claude agent that helped build Mnemos kept on 2 November 2026, 2,226 memories and 11,766 links in all, printed in sixteen greys. Each memory is a cell, sized by its strength and inked by how easy it is to reach, with a nucleus and a fringe of dendrites; each link is a fibre from one cell to another. A few cells are in focus, and the rest lie soft in front of them and behind.

Fig. 1, a day with Mnemos, drawn as a timing diagram. Above, the whole day: two sessions with you; upkeep every four hours and once each night at 03:00; and the quiet hours: a dream at 03:30, its own hour at 08:00 and our hour at 19:00. Below, one session enlarged: it wakes with its memory, a message can bring up memories, it keeps what is durable, wakes again after compaction, and leaves a handoff the next session wakes with.

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What it does

What bears on a message comes up. For now in Claude Code, each message you
It keeps its memory in its own words. Twelve tools: it keeps what's
It lives between sessions. Every four hours memories fade a little and
You can see it. mnemos log opens a small page on your machine: the

Get started

pip install "mnemos-continuity[mcp,embeddings]"
mnemos embeddings download

Maintenance: Active; Last commit yesterday
Stars: 146; +146 this week
Licence: Apache-2.0; Allows business use
Downloads for: None listed; No release files
Latest version: v0.6.6; Released yesterday
Built with: Python; 91% of the code

Is it looked after?

Contributors: 3; Last 90 days
Issues: 0% closed; 2 still open
Pull requests: 4 merged; 6 waiting
Releases: 8; 8 in the last year

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More: languages, topics and project record

Languages

Python 91%
JavaScript 7%
HTML 1%
CSS 1%

Topics

agent-memory
ai-agents
claude-code
codex
continuity
forgetting-curve
llm-memory
local-first
long-term-memory
mcp
mcp-server
memory-consolidation

Project record

JobMCP servers
StatusNew to our list
Commits413
Forks21
Watching2
CreatedOct 27, 2026
First seen by usNov 7, 2026
CheckedNov 9, 2026