Agentmem MCP Server

@oxgeneral

代码仓库

基本信息

分类

其他

许可证

MIT

作者

oxgeneral

关于 Agentmem MCP Server

Lightweight persistent memory for AI agents. One SQLite file. Hybrid search. Zero to 12MB.

Agentmem MCP Server 配置

使用下面的配置,将此服务器添加到你的 MCP 客户端。

{
  "mcpServers": {
    "agentmem": {
      "command": "python",
      "args": [
        "-m",
        "agentmem",
        "--db",
        "memory.db"
      ]
    }
  }
}

Agentmem MCP Server 工具

工具列表暂未提供

当前收录暂时没有可展示的工具列表，不代表服务没有工具。请查阅项目文档了解支持的能力。

工具是从 README 中自动提取的。维护者可以在 ## Tools 标题下列出工具,即可填充这部分内容。

概览

What is Agentmem?

Lightweight persistent memory for AI agents. One SQLite file. Hybrid search. Zero to 12MB.

How to use Agentmem?

The README includes setup instructions such as # Zero dependencies (pure Python, stdlib only).

Key features of Agentmem

Hybrid search: FTS5 full-text keywords + vector semantic search, fused with adaptive ranking
4 operational modes: from zero dependencies (stdlib only) to best quality (12MB)
16 MCP tools: recall, remember, save_state, compact, consolidate, entities, and more
HTTP REST API: 14 endpoints, zero-dependency server, CORS-ready
5 memory tiers: core, learned, episodic, working (auto-expires), procedural (behavioral rules)

Use cases of Agentmem

Connect an MCP-compatible client to this repository's service.
Review the README-backed setup before enabling it in production.

常见问题

Where is the source code for Agentmem?

The source code is linked from the repository URL on this page.

Does Agentmem include a standard MCP config?

If the README contains a parseable MCP configuration block, it is shown in the Config tab.

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