Memento-Skills
by memento-teams
Self-evolving agent framework that learns from deployment experience and rewrites its own skills.
What it does
Memento-Skills is a framework for creating AI agents that don't just use tools, but evolve them. It connects to a local sandbox environment, allowing an AI to execute code, reflect on failures, and autonomously rewrite its own skill library to improve performance over time.
Tools
filesystem: Advanced file read, write, and search operations.web-search: Tavily-powered search and page extraction.image-analysis: OCR and visual understanding tasks.pdf/docx/xlsx/pptx: Suite of office document processors.skill-creator: Meta-tool for generating and optimizing other skills.uv-pip-install: Sandbox dependency management.im-platform: Integration for Feishu, DingTalk, WeCom, and WeChat.
Installation
{
"mcpServers": {
"memento-skills": {
"command": "python3",
"args": ["-m", "memento_s.gateway"]
}
}
}
Supported hosts
- Claude Desktop
- Local Sandbox (via CLI/GUI)
Quick install
pip install -e .Information
- Pricing
- free
- Published
- 5/18/2026
- stars
- 0
Categories
Choose your AI client and follow the steps below.
Claude Desktop
Add the python -m memento_s.gateway command to your claude_desktop_config.jsonRelated Apps
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