SimpleMem MCP Server

by aiming-lab• 3.9k•• Scanned•Claim this listing•Request removal
Database Managementagentaudiocompressionknowledge graphlifelong memory

[ICML'26] SimpleMem: Efficient Lifelong Memory for LLM Agents — Text & Multimodal

SimpleMem is an open-source mcp server by aiming-lab, written mainly in Python, with 3,859 GitHub stars and the MIT license. Its code was last updated Jul 24, 2026.

Scan summary: scanned Nov 5, 2026 at commit db80b6a. Seen able to run dynamic code. Scan policy

What SimpleMem can touch

  • Run shell commandsNot seen in this scan
  • Run dynamic codeFound in the code by our scan
  • Read or write filesNot seen in this scan
  • Read environment and secretsNot seen in this scan
  • Control a web browserNot seen in this scan
  • Connect to databasesNot seen in this scan
  • Read or send messagesNot seen in this scan
  • Touch money or tradingNot seen in this scan
  • Connect to the internetNot run in this scan

"Not seen" means our checks did not find it, and the tool may still do it. Covers commit db80b6a, Nov 5, 2026. See the scan policy.

Before you install SimpleMem

AgenticMart scanned SimpleMem on Nov 5, 2026 with automated checks for hidden code, known-malicious packages, leaked secrets and vulnerable dependencies. The result covers one commit under our scan policy, so review what access you give it and check any advisories shown here.

What it can access

  • An MCP server is a program your AI app starts and talks to. A local one runs with your user's permissions: it can see the files, environment variables and network your account can.

Before you install

  1. Pin the version you reviewed instead of always installing the latest release.
  2. Read the tool list or scripts before the first run, and keep approval prompts on for actions that write, send or delete.
  • Maintained by aiming-lab on GitHub, 3,859 stars and 409 forks. Popularity is not proof of safety.
  • Last code change: Jul 24, 2026.
  • Open-source license: MIT.

SimpleMem is an open-source mcp server by aiming-lab, written mainly in Python. [ICML'26] SimpleMem: Efficient Lifelong Memory for LLM Agents — Text & Multimodal

At a glance

Stars
3.9k
Forks
409
Language
Python
License
MIT
Created
Jan 2026
Last update
Jul 24, 2026
Type
MCP Server
Price
Free

Topics

agentaudiocompressionknowledge-graphlifelong-memoryllmmcpmemorymultimodalpythonragretrievalsemantic-searchsimplememvideovision

Questions about SimpleMem

What is SimpleMem?

[ICML'26] SimpleMem: Efficient Lifelong Memory for LLM Agents — Text & Multimodal

Who maintains SimpleMem?

SimpleMem is maintained by aiming-lab on GitHub (aiming-lab/SimpleMem). AgenticMart lists it from public repository data.

Is SimpleMem safe to use?

AgenticMart scanned SimpleMem on Nov 5, 2026 with automated checks for hidden code, known-malicious packages, leaked secrets and vulnerable dependencies. The result covers one commit under our scan policy, so review what access you give it and check any advisories shown here.

What license does SimpleMem use?

It is published under the MIT license.

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