marm-memory MCP Server
Lyellr88/marm-memory
[](https://agentrank-ai.com/tool/Lyellr88--marm-memory/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge) Local-first 3-in-1 AI memory layer & MCP server for Claude Code, Codex, Grok, Gemini, VS Code and Cursor. Fuses session history, codebase indexing & concept graphs in SQLite. Enables zero-cloud, privacy-first context & instant recall, supports multi-agent swarms.
claude mcp add agentrank -- npx -y agentrank-mcp-server Overview
Lyellr88/marm-memory is a Python MCP server licensed under Apache-2.0. Local-first 3-in-1 AI memory layer & MCP server for Claude Code, Codex, Grok, Gemini, VS Code and Cursor. Fuses session history, codebase indexing & concept graphs in SQLite. Enables zero-cloud, privacy-first context & instant recall, supports multi-agent swarms. Topics: mcp, agent-memory, ai-agents, ai-memory, claude-code, codex-cli, knowledge-graph, llm, local-first, long-term-memory, mcp-servers, model-context-protocol, persistent-memory, rag, self-hosted, sematic-search, sqlite, indexing-engine, developer-tools, embeddings.
Ranked #821 out of 81417 indexed tools.
In the top 2% of all indexed tools.
Has 19 contributors.
Actively maintained with commits in the last week.
Ecosystem
Score Breakdown
416 stars → growing community
Last commit 1d ago → actively maintained
31/52 issues closed → decent issue management
19 contributors → active community
No dependents → no downstream usage
Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →
Matched Queries
From the README
<div align="center"> <picture> </picture> <h1 align="center">marm-memory v2.59.1 - Give your AI Agents a permanent memory in 60 seconds</h1> > Contributions welcome! Browse [open issues](https://github.com/Lyellr88/marm-memory/issues) to contribute, or join the [MARM Discord](https://discord.gg/nhyJWPz2cf) to share workflows, get setup help, and connect with other builders. </div> ## Table of Contents - [Quick Start](#quick-start) - [Why MARM Memory](#why-marm-memory) - [MARM Console](#marm-console-your-local-control-plane) - [Performance & Scaling Benchmarks](#performance--scaling-benchmarks) - [MCP Client Setup](#mcp-client-setup-for-http--stdio) - [Runtime CLI Commands](#runtime-cli-commands) - [Complete MCP Tool Suite](#complete-mcp-tool-suite-16-tools) - [Using MARM: Talk, Don't Call Tools](#using-marm-talk-dont-call-tools) - [Understanding MARM Memory](#understanding-marm-memory) - [Knowledge Graphs: Code & Concepts](#knowledge-graphs-code--concepts) - [Architecture & InternRead full README on GitHub →
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