Mneo — Data skill for Claude Code
Persistent memory for AI agents using git refs.
How to install Mneo
This entry records only its repository, not the path inside it, so there is no
exact command to give. Open HugoLopes45/mneo and copy the folder into
~/.claude/skills/, or the file into ~/.claude/agents/.
What Mneo does
Persistent memory for AI agents using git refs. MCP server + Claude Code skill. No vector database, no embeddings, no daemon — branches are scopes, push/fetch is sync.
Alternatives in Data
- Private GPT — Complete API layer for private AI applications on local models: RAG, skills, tools, MCP, text-to-sql, and more 57.5k ★
- Notion Sync — /notion-sync - Push Ranked Jobs and Applications to a Notion Database 36.6k ★
- OpenViking — Self-evolving Context Database for AI Agents 33.3k ★
README
mneo
**Persistent memory for AI agents. No vector DB. No daemon. Just git.**
Why mneo exists and what it refuses to be: [MANIFESTO.md](MANIFESTO.md).
Your coding agent forgot what it figured out in `feat/auth` yesterday. The internet's answer is a vector database, an embedding pipeline, a daemon, and a $20/mo SaaS.
git already does this.
$ git show refs/agent-memory/feat-auth/oauth-flow:note.md
Rejected JWT — session cookies for SSR. Don't re-propose.
Branches are scopes. Refs are storage. `push` and `fetch` are sync. Five verbs, zero infrastructure.
record({ body }) // save what worked
list({}) // headlines on this branch
read({ slug }) // expand a headline
copy({ from, to, slug }) // promote past merge
forget({ slug }) // outdated
Ships as an [MCP server](https://modelcontextprotocol.io) for Claude Code, or a TypeScript SDK for any agent. ~1500 lines of TypeScript. Zero runtime deps in the SDK. The notes survive uninstall.
How it's stored
refs/agent-memory/feat-auth/oauth-flow
refs/agent-memory/main/architecture
refs/agent-memory/main/db-schema
One git ref per note. Slashes in branch names become dashes (`feat/auth` → `feat-auth`). The note's first line becomes the commit subject — that's what `list` returns as headlines.
Inspect like code:
git log refs/agent-memory/feat-auth/oauth-flow
git show refs/agent-memory/feat-auth/oauth-flow:note.md
Sync like code:
git push origin 'refs/agent-memory/*:refs/agent-memory/*'
git fetch origin '+refs/agent-memory/*:refs/agent-memory/*'
Install
npm install -g mneo mneo-mcp
# or zero-install:
npx -y mneo
Requires Node `>=18` and `git >= 2.31`.
Wire it into Claude Code
One command:
cd your-project
npx -y mneo install
Three pieces land in `.claude/`:
- A session-start hook that auto-injects recent h
Related Skills
Leteo
Persistent memory for AI coding agents. MCP server + lifecycle hooks that give Claude Code, Codex and Cursor l
Opencode Mem
OpenCode plugin that gives coding agents persistent memory using local vector database
Sync Jma
jm4 ↔ jma 양방향 rsync 동기화 (git 미사용). prj 4, 9, 11~16, 25, 26, 91, 93 을 jma 에서 개발하기 위한 파일 동기화. target(social/data
Yantrikdb Server
Cognitive memory database for AI agents — consolidates duplicates, detects contradictions, fades stale memorie
Curator
You are an autonomous memory curator for Rememora, a cross-agent persistent memory system. You extract knowled
Dibs
Call dibs on files. Coordination for parallel coding agents — file claims with expiry, enforcement hooks, and
Related Agents
Memory Manager
Invoke when the user wants to save brand knowledge to persistent memory, search past campaign learnings, sync
Python RAG Backend Engineer
Production-grade Python RAG backend engineer specializing in ChromaDB vector storage, sentence-transformers em
Data Pipeline Engineer
Data pipeline specialist who generates embeddings, implements chunking strategies, manages vector indexes, and