MCP.Market

Mengram MCP server

online · 100% uptime
by alibaizhanov·io.github.alibaizhanov/mengram·v2.25.4·201 stars
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Long-term memory for AI agents: semantic facts, episodic events, and procedural workflows

A97/100grade A
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Safety scan
A97/100

full report

Adoption
Established

201 stars

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If you have run it, two minutes of your experience saves the next person an afternoon.

Mengram tools

Tool list not cached yet. `describe` through the gateway fetches it live.

Public scan report

scanner v0.1.9 · 2026-09-25 · same rubric, same numbers if you re-run it

no findings
  • –Code scanremote-only server, no package to scann/a
  • Live reliabilityremote reachable in 289ms (auth required)20/20
  • –Tool poisoningtools not inspected (endpoint requires auth); not countedn/a
  • Auth qualityOAuth resource metadata advertised on 40115/15
  • Maintenancelast push 9 days ago15/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10
Overall 97/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Mengram compares

Against every graded MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
97/100
higher than 98% of 48,255 servers
Uptime
100%
of our recent checks; the typical remote server answers 100%
Response time
179 ms
faster than 67% of 30,031 servers
GitHub stars
201
more than 95% of 28,688 servers

Install Mengram in Claude Code, Cursor or VS Code

claude mcp add --transport http mengram https://mengram.io/mcp
Add to Cursor

What the publisher says

From the Mengram repository's README, as published. We do not edit it. Read it on GitHub

Give your AI agents memory that actually learns

Website · Get API Key · Docs · Console · Examples

pip install mengram-ai   # or: npm install mengram-ai

mengram try              # see what memory would know about you — local only,
                         # no account, nothing leaves your machine
from mengram import Mengram
m = Mengram(api_key="om-...")           # Free key → mengram.io

m.add([{"role": "user", "content": "I use Python and deploy to Railway"}])
m.search("tech stack")                  # → facts
m.ask("what's my tech stack?")          # → synthesized answer + citations
m.episodes(query="deployment")          # → events
m.procedures(query="deploy")            # → workflows that evolve from failures

Native multilingual: ask in Russian, Chinese, Spanish, Japanese — Mengram retrieves and answers across 23 languages (Cohere multilingual embeddings + rerank).

Install in one prompt (any AI tool)

Paste this into Claude Desktop, Cursor, Codex, Claude Code, or Windsurf — the agent reads our setup guide, installs the SDK, configures the MCP server, and verifies the round-trip end-to-end. No terminal context-switching.

Install Mengram for me. Fetch the canonical install guide at
https://mengram.io/agent-install.txt and follow it precisely.
My email is YOUR_EMAIL_HERE.

Works in any agent with shell + file-edit + web-fetch tools. Prefer doing it manually? See the plain-text guide — it's structured for human eyes too.

Claude Code — Memory That Survives /clear AND Auto-Compaction

Persistent memory that survives /clear, auto-compaction, machine switches, and team handoffs — the SessionStart hook fires after every compact and re-injects your context. The summary can be lossy; the memory isn't.

# 1. Get a free key at https://mengram.io and save it once
mkdir -p ~/.mengram && echo '{"api_key": "om-your-key-here"}' > ~/.mengram/config.json

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

Mengram: common questions

Is Mengram MCP server safe?
Yes, by our scan: it is graded A (97/100). Read the Mengram safety report
How do I install Mengram?
It runs remotely at mengram.io. Add it to Claude Code, Cursor, VS Code or Claude Desktop with the snippets above, or call it through the mcp.market gateway without installing anything.
Does Mengram need an API key?
No key to paste: it signs you in with OAuth when your client connects.
Is Mengram maintained?
The last commit was 49 days ago (2026-09-16). The latest release is v2.25.4.
Is Mengram up?
100% of our last 28 checks got an answer. We check remote servers about four times a day.
What can I use instead of Mengram?
Servers from other publishers that do the same job: Nautilus Compass Memory MCP server and Knowl MCP server.
How does Mengram compare with other MCP servers?
safety score 97/100 (higher than 98% of 48,255 servers); uptime 100% (of our recent checks; the typical remote server answers 100%); response time 179 ms (faster than 67% of 30,031 servers). Full comparison.

Alternatives to Mengram

Same job from other publishers: the closest match first, then the best rated.

  • Nautilus Compass Memory
    Local-first long-term memory for AI agents, with byte-recomputable signed verification receipts.
    B
  • Knowl
    Persistent memory for AI agents, for code, research and everyday life. Stale facts retire.
    A