MCP 服务器

Claw Memory Bridge

Provides a shared memory bridge for AI agents (QClaw, Claude Code, Codex) allowing them to store, search, and retrieve notes, decisions, and conclusions via MCP tools, using local SQLite with optional TencentDB integration.

README

Claw Memory Bridge

Cross-agent shared memory bridge for MCP. Connects memory across QClaw, Claude Code, and Codex via MCP tools.

跨 Agent 共享记忆桥 — 通过 MCP 工具打通 QClaw、Claude Code、Codex 的记忆，让多个 AI agent 共享笔记与结论。

Features

存储与检索跨 agent 的笔记、决策、结论
按 agent 归档（claude-code / codex / qclaw / user）
全文搜索（SQLite FTS5，支持中文）
可选 TencentDB 集成（当存在 ~/.openclaw/state/memory-tdai/ 时自动读取）

MCP Tools

Tool	Description
`memory_store`	存一条记忆（agent + topic + content）
`memory_search`	全文搜索记忆（含 TencentDB 记忆库）
`memory_recent`	查看最近记忆
`memory_context`	获取完整上下文：近期 + 相关 + TencentDB
`memory_status`	查看各 Agent 记忆量统计

Install

git clone https://github.com/ncepuee/claw-memory-bridge.git
cd claw-memory-bridge
npm install

Requires Node.js >= 22 (uses built-in node:sqlite).

Configure

Claude Code (stdio)

claude mcp add claw-memory-bridge --scope user -- node /path/to/claw-memory-bridge/server.js

Claude Code Plugin (Marketplace, recommended)

claude plugin marketplace add https://github.com/ncepuee/claw-memory-bridge
claude plugin install claw-memory-bridge@claw-memory-bridge

Plugin install auto-runs npm install for dependencies. Don't enable both stdio and plugin at the same time (same MCP name).

Codex

codex mcp add claw-memory-bridge -- node /path/to/claw-memory-bridge/server.js

Claude Desktop / other MCP clients

{
  "mcpServers": {
    "claw-memory-bridge": {
      "command": "node",
      "args": ["/path/to/claw-memory-bridge/server.js"]
    }
  }
}

Data

Local SQLite: ~/.claw-memory-bridge/shared.db
Optional TencentDB: ~/.openclaw/state/memory-tdai/ (auto-detected; skipped if absent)

Usage

Agents call memory_context at the start of a task to pull recent + relevant context, and memory_store at the end to persist key conclusions.

memory_store({
  agent: "claude-code",                              // codex / qclaw / user
  topic: "decision",                                 // project / decision / conclusion / note
  content: "我们在 XXX 项目上决定用 YYY 方案，因为 ZZZ",
  source: "/path/to/file",
  tags: "project=XXX,framework=YYY"
})