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TencentAgentMemoryBridge MCP Server

by kuaizhongqiang
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TencentAgentMemoryBridge

围绕 TencentDB Agent Memory 构建的记忆桥梁生态——将 4 层长期记忆能力（L0 对话 → L1 原子事实 → L2 场景 → L3 画像）接入不同的 Agent 平台。

不造轮子，所有记忆引擎能力由 TencentDB Agent Memory 提供，本仓库仅做协议桥接。

架构

┌─────────────────┐     ┌──────────────┐     ┌──────────────────────────────┐
│  Any MCP Client  │────▶│  MCP Bridge  │────▶│                             │
│ (CodeBuddy,      │     │  (local)     │     │   Bridge Server (public)    │
│  Claude Code,    │     │              │     │   - Auth / Key validation   │
│  Qoder, Reasonix)│     │              │     │   - Sender whitelist        │
└─────────────────┘     └──────────────┘     │   - 按 sender 隔离记忆域     │
                                              │   - Request logging          │
┌─────────────────┐     ┌──────────────┐     │   - HTTP forwarding          │
│  OpenClaw Agent  │────▶│OpenClaw Plugin│    │   POST /api/v1/*            │
│                  │     │(lifecycle hooks)   └──────────┬──────────────────┘
└─────────────────┘     └──────────────┘               │
                                                  ┌──────▼───────────────────┐
                                                  │  TencentDB Agent Memory  │
                                                  │  (upstream, via HTTP)    │
                                                  └──────────────────────────┘

三层

层

位置

职责

Bridge Server

公网服务器

API key 校验 → sender 白名单 → 日志 → 转发到 TencentDB Gateway

MCP Bridge

本地 (MCP clients)

MCP 协议 ↔ HTTP 翻译，Sender 按客户端配置

OpenClaw Plugin

本地 (OpenClaw 环境)

生命周期 hooks → HTTP 调用，Sender 在插件配置中

核心原则

Sender 由各 Agent 自行声明，Bridge Server 校验其合法性并记录，但永不修改。每次 recall 自动限定在本 sender 域，确保编码分析和日常对话的记忆互不干扰。

Related MCP server: SharedMemory MCP Server

记忆域隔离

每个 sender 拥有独立的记忆域：

Sender

用途

跨域搜索

claude-code

编码分析

❌

codebuddy

编码调试

❌

openclaw

日常对话

✅ 通过复杂命令

  • capture：Bridge Server 自动注入 sender 到转发请求，上游按 sender 标记

  • recall（MCP 工具）：自动仅召回本域记忆，工具不暴露 sender 参数

  • recall（HTTP API）：支持 sender / senders 参数，跨域需 crossDomainRecall 权限

快速开始

1. 部署 Bridge Server

# 配置环境变量
export PORT=3000
export TENCENTDB_URL=https://your-tencentdb-gateway
export AGENTS='[
  { "name": "claude-code", "apiKeyHash": "<sha256>", "allowedEndpoints": ["recall","capture","search","session"] },
  { "name": "codebuddy", "apiKeyHash": "<sha256>", "allowedEndpoints": ["recall","capture","search"] },
  { "name": "openclaw", "apiKeyHash": "<sha256>", "allowedEndpoints": ["recall","capture"], "crossDomainRecall": true }
]'

# 启动
npx @tencent-agent-memory/bridge-server

2. 配置 MCP Bridge（Claude Code / CodeBuddy）

在 .claude/settings.json 或对应 MCP 客户端配置中注册：

{
  "mcpServers": {
    "agent-memory": {
      "command": "npx",
      "args": ["@tencent-agent-memory/mcp-bridge"],
      "env": {
        "BRIDGE_URL": "https://your-server.com/api/v1",
        "API_KEY": "sk-your-api-key",
        "SENDER": "claude-code"
      }
    }
  }
}

各 Agent 的 SENDER 不同，以此隔离记忆域。详见 Claude Code 配置指南。

3. OpenClaw Plugin

在 OpenClaw 插件配置中填写：

{
  "bridgeUrl": "https://your-server.com/api/v1",
  "apiKey": "sk-your-api-key",
  "sender": "openclaw"
}

插件自动在 before_prompt_build（recall）和 agent_end（capture）等生命周期钩子中桥接记忆。

MCP 工具

工具

端点

说明

recall_memory

POST /api/v1/recall

生成前召回相关记忆

store_memory

POST /api/v1/capture

生成后存储对话

search_memories

POST /api/v1/search/memories

语义搜索记忆

end_session

POST /api/v1/session/end

结束当前会话

项目结构

tencent-agent-memory-bridge/
├── packages/
│   ├── bridge-server/        # 公网认证/代理层
│   ├── mcp-bridge/           # MCP Server → HTTP 桥接
│   └── openclaw-plugin/      # OpenClaw 生命周期 hooks
├── examples/
│   ├── codebuddy/            # CodeBuddy 配置示例
│   └── claude-code/          # Claude Code 配置指南
├── docs/
│   └── design-overview.md    # 完整架构文档 (v0.4-draft)
├── CLAUDE.md                 # 项目指令 + Auto Memory Store 规则
└── package.json

上游依赖

License

MIT

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2Releases (12mo)
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