Loomem

Created By
vvooki-sys19 days ago
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.
Overview

Loomem

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. Local-first, with no external database.

What it does

  • One binary, no external services — RocksDB + Tantivy embedded; no separate vector or graph database to run.
  • MCP-native — 14 memory_* tools over streamable HTTP.
  • Local-first & offline — on-device ONNX embeddings; your first entry needs no internet.
  • Hybrid retrieval — BM25 + vector + entity-graph, weighted fusion.
  • Bitemporal facts — when a fact was learned vs when it actually happened.
  • Background consolidation ("dreaming") — merges facts, resolves contradictions, lets stale ones decay.
  • Apache-2.0, written in Rust.

Install & connect

curl -fsSL https://raw.githubusercontent.com/vvooki-sys/loomem/main/install.sh | sh
cd ~/.loomem && loomem-server
claude mcp add --transport http loomem http://localhost:3030/mcp

Server Config

{
  "mcpServers": {
    "loomem": {
      "command": "loomem-cli",
      "args": [
        "mcp-stdio",
        "--url",
        "http://127.0.0.1:3030"
      ]
    }
  }
}
Project Info
Created At
19 days ago
Updated At
19 days ago
Author Name
vvooki-sys
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