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ultramemory-kit vs io.github.las7/memharness

ultramemory-kit is no longer listed on any marketplace we read: these are its last known data, as of 2026‑10‑15.

ultramemory-kit is a plugin bundle for AI coding tools published by LogicLabsAI. No marketplace we read lists it any more. io.github.las7/memharness is an MCP server published by las7. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-26. A plugin in this pair is no longer listed on any marketplace we read, so search engines are asked not to index the page.

Where each is published

Where each is published
Marketplaceultramemory-kitio.github.las7/memharness
Community marketplace logiclabsai/ultramemory-mcp Removed on 2026-10-15
Version: 1.9.13
Forks (GitHub): 0
Stars (GitHub): 1
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 0.1.2
Downloads/month (npm): 525
Downloads/week (npm): 111
Forks (GitHub): 1
Stars (GitHub): 6
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

ultramemory-kit vs io.github.las7/memharness
Factultramemory-kitno longer listed · io.github.las7/memharness
Marketplaces that list it (differs)01
Stars (GitHub) (differs)16
Forks (GitHub) (differs)01
Last releaseNot publishedNot published
Where it runs (differs)Remote server (mcp.exa.ai/mcp)On your machine (@memharness/mcp)
Transport (differs)Streamable HTTPstdio
Tools it declaresNot publishedNot published
Environment variables it asks for (differs)Not published1, secrets among them: 0
Hooks it runs (differs)5Not published
Parts of the bundle (differs)13Not a bundle
LicenceApache-2.0Apache-2.0
Repository (differs)github.com/logiclabsai/ultramemory-mcpgithub.com/las7/memharness
Changes in the last 7 days (differs)02
First seen (differs)2026-10-132026-10-11

Lines where the two differ have a tinted background and bold values. No value is marked better or worse: a plugin no marketplace lists any more is shown with its last known data, which we do not rank against current figures.

What to use instead of ultramemory-kit

Plugins still listed whose own names, descriptions, tools and skills are closest in meaning to it. Comparable, not endorsed.

  • Session & Memory

    Memory search/learn, chat history, daily planning, reviews, model switching, session save/restore.

    by Zhemal Khamidun · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • developer-kit

    Core agents and commands required by all plugins

    by Giuseppe Trisciuoglio · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • memoose

    A dual-path memory system for proactive agents: a typed knowledge graph with evidence, contradictions and supersession, maintained in the background on a small model. No API key…

    by Hieu Ngo · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • ai-agents-hardened-skills

    AI model SDKs, agent infrastructure, MCP tooling, memory, OCR, and image/audio/video generation skills.

    by faberlens · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • mama

    Memory-Augmented MCP Assistant - Track decisions, learn from mistakes, never repeat errors.

    by SpineLift Team · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • imprint

    Imprint creates a portable collaboration profile by learning how you work through natural conversation. On first run, it asks a few casual questions about your background, tools…

    by ilang-ai · Plugin bundle

    Listed on: Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

Its card, with similar plugins by marketplace

What each says it does

ultramemory-kit

In its own words, on Community GitHub marketplaces:

UltraMemory Agent Kit (Tier 3) — Turbo Token Saver (recall-first hook + client cache) + the harness (grounding / checklist-bound execution skills, subagents, Stop gate) + optional MCP setup (Context7 keyless, Exa BYO) and our Playwright Human Vision Control skill. Bring your own UltraMemory key.

io.github.las7/memharness

In its own words, on Official MCP Registry:

Bi-temporal, provenance-carrying long-term memory for AI agents, in one SQLite file.

How to run each

ultramemory-kit

No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.

io.github.las7/memharness As a local MCP server: npm package

Claude Code
claude mcp add --transport stdio memharness -- npx -y @memharness/mcp

Commands built only from what the marketplaces declare; the full set for every client is on each card.

Tools each declares

Neither one's marketplaces publish a list of tools, so there is nothing to compare.

Settings each asks for

The marketplaces of ultramemory-kit publish no settings it asks for, so we do not compare settings.

What it can do: ultramemory-kit · What it can do: io.github.las7/memharness · Compare two other plugins

Data comes from public marketplace files in GitHub repositories of their authors. Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.

Where the data comes from: how the catalog is built