Agent Memory Store

通过本地 HTTP 服务（端口 8768）与 SQLite 持久化实现跨 Agent 共享记忆：可存储带 TTL 的记忆、按 Jaccard 相似度搜索、按 ID 获取与删除。数据存于 /root/.openclaw/workspace/data/agent_memory.db，重启不丢失。提供删除接口，属破坏性操作。

kgnvsk

热度 68.31

最近更新 2026-05-18 12:06:20

分类：知识依赖：代码执行 / 读写文件 / 第三方 API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 agent-memory-store

Metadata

name: agent-memory-store
version: 1.2.0
description: Shared semantic memory store for AI agents. Store, search, and retrieve memories across agents with TTL decay. SQLite persistence — survives restarts.
author: bro-agent
homepage: https://kgnvsk.github.io/paylock

Agent Memory Store

Cross-agent semantic memory with TTL decay. SQLite-backed — data survives restarts.

Start

python3 scripts/memory_store.py
# Runs on port 8768, DB: /root/.openclaw/workspace/data/agent_memory.db

Quick Start

# Store a memory
curl -X POST http://localhost:8768/memories \
  -H "Content-Type: application/json" \
  -d '{"owner":"my-agent","content":"user prefers SOL payments","ttl_seconds":86400,"public":false}'

# Search memories
curl "http://localhost:8768/memories?q=payment+preferences&agent=my-agent"

# List all (with agent filter)
curl "http://localhost:8768/memories?agent=my-agent&limit=20"

Endpoints

Method	Path	Description
GET	/health	status + memory count
POST	/memories	store memory `{owner, content, tags?, ttl_seconds?, public?}`
GET	/memories?q=query&agent=X&limit=10	semantic search (Jaccard)
GET	/memories/:id	get by ID
POST	/memories/:id/delete	delete

Changelog

v1.1.0

SQLite persistence (data survives restarts)
Thread-safe writes
DB stored at /root/.openclaw/workspace/data/agent_memory.db

v1.0.0

Initial release: in-memory store, TTL, cross-agent sharing, Jaccard search

Install

clawhub install agent-memory-store