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Loomem MCP Server

@vvooki-sys

代码仓库

基本信息

分类

其他

传输方式

stdio

作者

vvooki-sys

提交者

vvooki

关于 Loomem MCP Server

Open-source context layer for LLM agents — a single Rust binary over MCP with local-first memory, hybrid retrieval, and bitemporal facts. No external database.

Loomem 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": {
    "loomem": {
      "command": "loomem-cli",
      "args": [
        "mcp-stdio",
        "--url",
        "http://127.0.0.1:3030"
      ]
    }
  }
}

Loomem 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 Loomem?

Loomem is an open-source context layer for LLM agents — a single Rust binary served over MCP that feeds Claude, ChatGPT, Codex, or any MCP client the facts, decisions, and history they need. It is local-first, has no external database, and uses RocksDB + Tantivy embedded.

How to use Loomem?

Install the binary with the install script, then run loomem-server from the ~/.loomem directory. Connect any MCP client, for example Claude, with claude mcp add --transport http loomem http://localhost:3030/mcp.

Key features of Loomem

  • One binary with no external services or databases.
  • 14 memory_* MCP tools over streamable HTTP.
  • Local-first and offline with on-device ONNX embeddings.
  • Hybrid retrieval: BM25 + vector + entity-graph weighted fusion.
  • Bitemporal facts: distinguishes when a fact was learned vs. when it happened.
  • Background consolidation (“dreaming”) merges facts, resolves contradictions, and decays stale entries.

Use cases of Loomem

  • Provide LLM agents with a persistent, queryable memory of facts and decisions.
  • Enable offline context retrieval without internet access.
  • Manage contradictory or temporal facts across multiple conversations.
  • Serve as a drop-in memory backend for any MCP-compatible assistant.

常见问题

1

What runtime or database does Loomem require?

Loomem is a single Rust binary with RocksDB and Tantivy embedded. No external database or service is needed.

2

Is Loomem usable offline?

Yes. The first entry does not need internet because ONNX embeddings run entirely on-device.

3

What MCP transport does Loomem use?

Loomem exposes its 14 `memory_*` tools over streamable HTTP at `http://localhost:3030/mcp`.

4

How does Loomem handle conflicting facts?

Loomem performs background consolidation (“dreaming”) that merges facts, resolves contradictions, and lets stale entries decay over time.

5

Where is Loomem’s data stored?

Data resides locally in the `~/.loomem` directory created during setup.

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