Live survey286 models · 13 providers · 17,592 auditsAudited Using Git Worktrees · SAFE →What changedHow we verifyllms.txt

Same name, different servers

engram MCP server: 4 servers share this name

4 MCP servers in the atlas are called engram. They come from 4 publishers. Verdicts: 1 SAFE and 3 BLOCK. Check the org and the package before you install.

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Cite this page

ModelsAtlas. “engram MCP server: 4 servers share this name”. Retrieved 28 Oct 2026. https://modelsatlas.com/mcp/name/engram

No pick. All 4 are BLOCK, so we recommend none of them. Read the findings before you decide.

All 4 side by side

ServerWhat it doesVerdictToolsTransportStarsLast push
engramaiconnai/engramMCP memory server for Claude Code, Cursor and AI agents - Rust local-first AI memory with hybrid search,…✕BLOCK F306 tools
23 destructive		Not declared1Today
Engramkael-bit/engram-rsMemory engine for AI agents — time axis (3-layer decay/promotion) + space axis (self-organizing topic tree).…✓SAFE B16 tools
1 destructive		stdio287 months ago
Engramtstockham96/engramUniversal memory layer for AI agents. Remember, recall, consolidate.✕BLOCK D17 tools
No destructive tools		stdio · streamable-http4735 days ago
engramthe-long-ride/engramEngram - file-system-based memory management system for AI agents that grows with you & your teams, across…✕BLOCK F12 tools
No destructive tools		Not declared6Today
The URL slugs (engram, engram-4, engram-10, engram) are fixed IDs; any number in them says nothing about quality. Titles always carry the org/repo. Audited 11 Oct 2026.

How to tell them apart

Check the package

Install by the full package name, not by searching “engram”.

Check the org

Every card shows org/repo. Our page for each server links to the exact repository we read.

Check the verdict

A good name says nothing about the code. Open a BLOCK page to see what we found.

Questions

Which engram MCP server should I use?
None of the 4: every one is BLOCK. Read the findings on each page before you decide.
Is the engram MCP server safe?
It depends which one. aiconnai/engram is BLOCK (F), kael-bit/engram-rs is SAFE (B), tstockham96/engram is BLOCK (D), the-long-ride/engram is BLOCK (F).

Keep going in your AI

Opens with this page as the source. We add nothing else to the prompt.