Omi vs total-recall
Omi is an MCP server published by BasedHardware. Marketplaces we read that list it: 1 (Docker MCP Catalog). total-recall is a plugin bundle for AI coding tools published by strvmarv. Marketplaces we read that list it: 1 (Claude Code: claude-plugins-community). As of our marketplace pass on 2026-10-12. This pair was picked by a reader, not by our comparison rule, so search engines are asked not to index the page.
Where each is published
| Marketplace | ||
|---|---|---|
| Docker MCP Catalog | Listed Version: sha256:674097f43757 Forks (GitHub): 2 602 Pulls (Docker Hub): 33 749 Stars (Docker Hub): 1 Stars (GitHub): 13 700 Not marked · First seen |
Not listed |
| Claude Code: claude-plugins-community | Not listed | Listed Version: 4.0.4 Forks (GitHub): 5 Stars (GitHub): 15 Not marked · First seen |
Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.
The facts side by side
| Fact | Omi | total-recall |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) (differs) | 13 700 (better) | 15 (worse) |
| Pulls (Docker Hub) (differs) | 33 749 | No figure on Docker Hub |
| Forks (GitHub) (differs) | 2 602 (better) | 5 (worse) |
| Last release | Not published | Not published |
| Where it runs (differs) | On your machine (mcp/omi) | Installs as a plugin bundle |
| Transport (differs) | stdio | Not stated |
| Tools it declares (differs) | 6 | Not published |
| Environment variables it asks for (differs) | 1, secrets among them: 1 | Not published |
| Hooks it runs (differs) | Not published | 3 |
| Parts of the bundle (differs) | Not a bundle | 7 |
| Licence | MIT | MIT |
| Repository (differs) | github.com/basedhardware/omi | github.com/strvmarv/total-recall |
| Changes in the last 7 days | 0 | 0 |
| First seen (differs) | 2026-10-11 | 2026-10-12 |
Lines where the two differ have a tinted background and bold values. Where the data itself says which value is better (more marketplaces, a larger figure of the same marketplace, a fresher release, a verified mark on a marketplace that lists both), the better one is also marked green with ▲ and the worse one red with ▼. Where it runs, the transport, the tools, the settings, hooks, the bundle's parts, the licence and the week's changes are marked only as different: more or fewer is not better in itself.
What each says it does
Omi
A Model Context Protocol server for Omi interaction and automation. This server provides tools to read, search, and manipulate Memories and Conversations.
total-recall
Coding Agents forget everything when a session ends. total-recall fixes that: a shared memory layer that persists across sessions, tools, and devices. Memory is organized into three tiers (Hot / Warm / Cold) with a 4,000-token budget enforced automatically — so Claude gets relevant context injected at session start without carrying stale noise. Semantic search (all-MiniLM-L6-v2 embeddings, offline) retrieves the right memories on demand. A knowledge base lets you ingest READMEs, API docs, and architecture notes that are retrieved semantically when relevant. An eval framework lets you measure retrieval quality, run benchmarks, and compare config changes — so you know memory is actually helping. All state is local: SQLite + ONNX embeddings, no external services, no API keys required. Works across Claude Code, Copilot CLI, Cursor, Cline, and OpenCode — existing memories auto-import on first run.
How to run each
Omi As a local MCP server: Docker image
claude mcp add --env "OMI_API_KEY=<YOUR_OMI_API_KEY>" --transport stdio omi -- docker run -i --rm -e OMI_API_KEY mcp/omiRequires: OMI_API_KEY (secret)
total-recall
No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.
Commands built only from what the marketplaces declare; the full set for every client is on each card.
Tools each declares
The marketplaces of total-recall publish no list of tools, so we do not compare tools.
Settings each asks for
The marketplaces of total-recall publish no settings it asks for, so we do not compare settings.
What it can do: Omi · What it can do: total-recall · Compare two other plugins
Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-community/blob/HEAD/.claude-plugin/marketplace.json. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.