ZBS Index What actually exists in applied AI, with the source next to it

mcp server

io.github.dr12hes/engrm

Shared memory across devices, sessions, and agents for OpenClaw, Claude Code, and Codex.

Description as published by the maintainer. Source

  • version 0.4.6
  • slowing
  • memory and context

slowing — Most recent push to the repository was 2026-04-21. Dashed tags are derived by ZBS Index from the published description, not stated by the maintainer.

Signals

These are separate measurements of different things. They are deliberately not combined into one score, because a popularity number that mixes website traffic with saves and stars cannot be checked or acted on.

Signal Value What it measures Window Observed Source
GitHub stars 0 Number of GitHub accounts that bookmarked this repository since it was created. It is a bookmark count, not installs, not active users and not quality. cumulative, all time GitHub
Last commit 2026-04-21 Date of the most recent push to any branch. This is the strongest cheap indicator of whether the project is still maintained. point in time GitHub
Open issues 4 Open issues plus open pull requests, as GitHub counts them together. A high number can mean an active project or an abandoned one. as of fetch GitHub
Latest published version 0.4.6 Latest version string the maintainer published to the registry. as of fetch Model Context Protocol
Registry record last updated 2026-03-18 When the registry record was last updated by its maintainer. point in time Model Context Protocol
First listed in the MCP Registry 2026-03-18 Date this server was first published to the official MCP Registry. Not a usage or quality measure. point in time Model Context Protocol
repository status active The repository exists on GitHub and is not archived. This says nothing about how recently it was worked on. as of fetch GitHub

Where to get it

Related, by what their authors tagged them

  • Talamus — last commit 2026-08-05, shares ai-memory, openclaw, persistent-memory
    Local-first, source-grounded memory that survives AI agent sessions.
  • com.memxus/memxus — last commit 2026-07-30, shares ai-memory, persistent-memory
    Persistent memory layer that saves and recalls your project context and preferences.
  • io.github.aayoawoyemi/ori-memory — last commit 2026-07-30, shares ai-memory, persistent-memory
    Persistent memory infrastructure for AI agents. Identity, knowledge graph, and search.
  • io.github.cachly-dev/mcp-server — last commit 2026-08-05, shares ai-memory, persistent-memory
    Persistent memory + causal root-cause analysis for AI coding agents. 126 MCP tools. EU, GDPR.
  • io.github.camgitt/memoir — last commit 2026-08-06, shares ai-memory, persistent-memory
    Persistent memory for AI coding tools via MCP. Remembers across sessions and machines.
  • Sugar — last commit 2026-07-20, shares ai-memory, persistent-memory
    Autonomous AI development system with persistent task queue and background execution
  • io.github.dumbspacecookie/stickies — last commit 2026-08-03, shares ai-memory, persistent-memory
    Persistent, expiring, importance-graded sticky notes for Claude Code.
  • coldstart — last commit 2026-08-06, shares persistent-memory
    Codebase memory for AI agents: an AST index plus agent-written notes that self-stale.
  • io.github.alfredoizdev/contextforge-mcp — last commit 2026-07-23, shares persistent-memory
    Persistent memory MCP server for Claude Code, Cursor, and GitHub Copilot.
  • Zikkaron — last commit 2026-04-01, shares persistent-memory
    Biologically-inspired persistent memory engine for Claude Code MCP agents

These share tags the maintainers applied themselves, such as ai-memory, openclaw, persistent-memory. Common tags like "mcp" or "ai" are ignored for this: agreeing with six hundred other projects is not a similarity.

This is not a recommendation and not a test result. It is a map of what the authors said their work is about.

How the author describes it

Topics the maintainer set on GitHub: ai-memory, claude-code, codex, coding-agent, cross-device, delivery-review, mcp, openclaw, persistent-memory, sentinel, sqlite-vec, typescript.

Bring your own setup

We take apart real AI setups every week and show what broke, what cost too much, and what the trace actually said. If you run agents on real work, that is where the useful conversation is.

Join ZBS AI Practice Lab

Sources

  1. dr12hes/engrm on GitHub — GitHub, observed , trust tier 3.
  2. Official MCP Registry — Model Context Protocol, observed , trust tier 1.