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Loomem

@vvooki-sys

代码仓库

关于 Loomem

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.

基本信息

分类

其他

传输方式

stdio

发布者

vvooki-sys

提交者

vvooki

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"
      ]
    }
  }
}

工具

未检测到工具

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.

FAQ from Loomem

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.

Is Loomem usable offline?

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

What MCP transport does Loomem use?

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

How does Loomem handle conflicting facts?

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

Where is Loomem’s data stored?

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

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