Add multimodal lifelong memory to MCP and Python agents with SimpleMem
Use SimpleMem to store, compress, index, and retrieve text or multimodal memories for agents through MCP or Python integrations.
Skill by agentskillexchange
Chalk Labs
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Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/agentskillexchange-add-multimodal-lifelong-memory-to-mcp-and-python-agents-with
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
Use cases: agent-building
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md and code. Checked Nov 2, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/add-multimodal-lifelong-memory-to-mcp-and-python-agents-with-simplemem
What's inside
- Skill name
Add multimodal lifelong memory to MCP and Python agents with SimpleMem- Description
- Use SimpleMem to store, compress, index, and retrieve text or multimodal memories for agents through MCP or Python integrations.
- License
- MIT
- Instructions
- 37 lines in SKILL.md · view on GitHub
Agent Skills spec issues
- name: longer than 64 characters
- name: only lowercase letters, digits and single hyphens allowed
- name: "Add multimodal lifelong memory to MCP and Python agents with SimpleMem" does not match folder "add-multimodal-lifelong-memory-to-mcp-and-python-agents-with-simplemem"
Files (1)
- SKILL.md
SKILL.md (first lines)
# Add multimodal lifelong memory to MCP and Python agents with SimpleMem 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: - <p><b>Works with any AI platform that supports MCP (text memory) or Python integration (full multimodal)</b></p> - <a href="https://pypi.org/project/simplemem/"><img src="https://img.shields.io/pypi/pyversions/simplemem?style=flat&label=python&labelColor=555&color=3775A9&logo=python&logoColor=white" alt="Python"></a> - python Basic usage or getting-started notes: - [🚀 Quick Start](#-quick-start) • [🌟 Overview](#-overview) • [📦 Installation](#-installation) • [🔌 MCP Server](#-mcp-server-text-memory) • [📊 Reproduce](#-reproduce-paper-results) • [📝 Citation](#-citation) - **[01/20/2026]** 📦 **SimpleMem is now available on PyPI!** Install via pip install simplemem. [View Package Usage Guide →](docs/PACKAGE_USAGE.md) - Source: https://github.com/aiming-lab/SimpleMem - Extracted from upstream docs: https://raw.githubusercontent.com/aiming-lab/SimpleMem/HEAD/README.md ## Documentation - https://github.com/aiming-lab/SimpleMem ## Source - [Agent Skill Exchange](https://agentskillexchange.com/skills/add-multimodal-lifelong-memory-to-mcp-and-python-agents-with-simplemem/)
From agentskillexchange/skills, MIT.
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Signals
- Stars
- 58
- Forks
- 96
- Open issues
- 4
- Last commit (this folder)
- Jul 10, 2026 (4 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/agentskillexchange/skills
- Website
- agentskillexchange.com
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.
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Add multimodal lifelong memory to MCP and Python agents with SimpleMem skill. Agent Mart. https://agentmart.dev/skills/agentskillexchange-add-multimodal-lifelong-memory-to-mcp-and-python-agents-with (last updated 2026-10-24)