Add multimodal lifelong memory to MCP and Python agents with SimpleMem
SkillDocs & knowledgeYour AI gains a lifelong memory it can draw on over time. This skill adds SimpleMem, which stores, compresses, indexes, and retrieves text or multimodal memories for your AI. It works through Python integrations.
Available today. Use it from your connected AI after setup.
No other account needed.
After adding the skill, connect SimpleMem through a Python integration and start saving memories your AI can recall later. Setup details are in the skill's repository.
Then ask your AI: use the Add multimodal lifelong memory to MCP and Python agents with SimpleMem skill
What your AI can do with it
- Store text or multimodal memories for later
- Retrieve saved memories when they are needed
- Recall information saved long ago
- Compress memories so they take up less space
- Index memories so they are easy to search
- Connect through Python integrations
What this skill tells your AI
The instructions your AI receives, as published by agentskillexchange/skills in skills/add-multimodal-lifelong-memory-to-mcp-and-python-agents-with-simplemem/SKILL.md and read by ahel’s review.
Use SimpleMem to store, compress, index, and retrieve text or multimodal memories for agents through MCP or Python integrations.
Prerequisites
SimpleMem Python package or MCP server, MCP-capable client or Python agent runtime, source memory data, and configured model/embedding dependencies for the selected backend
Installation
Use the upstream install or setup path that matches your environment:
- git clone https://github.com/aiming-lab/SimpleMem.git
- pip install -r requirements.txt
- pip install -e . # default: text + multimodal + evolver
- pip install -e ".[server]" # + MCP / HTTP server (mcp, fastapi, ...)
Requirements and caveats from upstream:
- python
Basic usage or getting-started notes:
-
🚀 Quick Start • 🌟 Overview • 📦 Installation • 🔌 MCP Server • 📊 Reproduce • 📝 Citation
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[01/20/2026] 📦 SimpleMem is now available on PyPI! Install via pip install simplemem. View Package Usage Guide →
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Extracted from upstream docs: https://raw.githubusercontent.com/aiming-lab/SimpleMem/HEAD/README.md
Documentation
Source
Signals
- GitHub stars
- 38
- Forks
- 53
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
add-multimodal-lifelong-memory-to-mcp-and-python-age-1xry8d2- Source
- github.com/agentskillexchange/skills