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Zouroboros Memory

面向 AI 代理的持久化记忆工具:用 SQLite 结合向量检索存储事实,支持衰减类、情节记忆、认知画像、关系图与流程查询,提供 CLI、编程 API 和 MCP 服务;包含按 ID 删除事实和清理过期数据的操作。

marlandoj
marlandoj
热度 48.96
最近更新 2026-05-11 17:42:52
分类:知识依赖:代码执行 / 读写文件 / 第三方 API / MCP 服务应用场景:笔记整理 / 工作流

安装技能

复制下面的话术发给你的 Agent,它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill: npx secure-skills-cli add zouroboros-memory
Metadata
name
zouroboros-memory
description
Production-grade persistent memory for AI agents. Hybrid SQLite + vector search, decay classes, episodic memory, cognitive profiles, and MCP server.
version
3.0.0
compatibility
OpenClaw, Claude Code, Codex CLI, any Node.js 22+ environment
metadata
{"author":"marlandoj.zo.computer","openclaw":{"emoji":"🧠","requires":{"bins":["node"]},"install":[{"id":"node-zouroboros-memory","kind":"node","package":"zouroboros-memory","bins":["zouroboros-memory","zouroboros-memory-mcp"],"label":"Install Zouroboros Memory (npm)"}],"homepage":"https://github.com/AlaricHQ/zouroboros-openclaw"}}

Usage

Install: npm install zouroboros-memory

CLI

npx zouroboros-memory --help
npx zouroboros-memory init
npx zouroboros-memory store --entity user --key name --value "Alice" --decay permanent
npx zouroboros-memory search "project preferences" --limit 5
npx zouroboros-memory stats

MCP Server

Add to your .mcp.json:

{
  "servers": {
    "memory": {
      "command": "npx",
      "args": ["zouroboros-memory-mcp", "--db-path", "~/.zouroboros/memory.db"]
    }
  }
}

Programmatic API

import { init, storeFact, searchFacts, searchFactsHybrid, getStats } from 'zouroboros-memory';
import type { MemoryConfig } from 'zouroboros-memory';

const config: MemoryConfig = {
  enabled: true,
  dbPath: '~/.zouroboros/memory.db',
  vectorEnabled: false,
  ollamaUrl: 'http://localhost:11434',
  ollamaModel: 'nomic-embed-text',
  autoCapture: false,
  captureIntervalMinutes: 30,
  graphBoost: true,
  hydeExpansion: false,
  decayConfig: { permanent: Infinity, long: 365, medium: 90, short: 30 },
};

init(config);

// Store a fact
await storeFact({ entity: 'user', key: 'preference', value: 'dark mode' }, config);

// Keyword search
const results = searchFacts('dark mode', { limit: 5 });

// Hybrid search (RRF fusion of keyword + vector)
const hybridResults = await searchFactsHybrid('user preferences', config, { limit: 10 });

MCP Tools

Tool Description
memory_store Store a fact with optional decay class
memory_search Keyword or hybrid search
memory_episodes Create/search episodic memories
cognitive_profile Get/update entity cognitive profiles
memory_graph Query entity relationship graph
memory_procedures Query stored workflow procedures
memory_stats Database statistics
memory_delete Delete a fact by ID
memory_prune Remove expired facts

Decay Classes

Class TTL
permanent Never expires
long 365 days
medium 90 days (default)
short 30 days