ClawMem

Name: ClawMem
Availability: InStock
Author: yoloshii

Supports UI

by yoloshii

Local-first, evolving memory layer for AI agents with hybrid RAG and causal graph search.

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What it does

Provides a persistent on-device memory system for AI agents, fusing recent research into multi-signal retrieval (BM25 + vector) and causal inference. It allows agents to remember decisions, preferences, and milestones across sessions without cloud dependencies.

Tools

memory_retrieve: Auto-classifies queries and routes to the optimal search backend.
intent_search: Finds 'why' and 'how' by traversing causal and semantic graphs.
timeline: Navigates the temporal neighborhood of a specific memory.
session_log: Retrieves cross-session history and handoffs.
memory_pin: Manually boosts the durability of a critical piece of information.

Installation

Add the following to your claude_desktop_config.json:

{
  "mcpServers": {
    "clawmem": {
      "command": "clawmem",
      "args": ["mcp"]
    }
  }
}

Supported hosts

Claude Desktop
OpenClaw
Hermes Agent

Quick install

npm install -g clawmem && clawmem setup mcp

Information

Pricing: free
Published: 4/13/2026
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Related Apps

Choose your AI client and follow the steps below.

Codex

Install via npm and register mcp server.

Claude Desktop

Add to claude_desktop_config.json: { "mcpServers": { "clawmem": { "command": "clawmem", "args": ["mcp"] } } }