memstack Skill
memstack is a Python AI agent skill with uvx/pip. Structured skill framework for Claude Code — 127 skills, localhost dashboard with 3-agent orchestration, real-time streaming, MCP tools management, session memory, and project handoffs via markdown-based skills
How to use memstack Skill
Install or run
pip install memstack-skill-loader
python -m memstack_skill_loader dashboardWhat is memstack Skill?
memstack is a Python AI agent skill with uvx/pip. Structured skill framework for Claude Code — 127 skills, localhost dashboard with 3-agent orchestration, real-time streaming, MCP tools management, session memory, and project handoffs via markdown-based skills This profile combines repository metadata with install, compatibility, and usage signals so developers can quickly decide whether it fits their agent workflow before opening the source repository.
Automated repository signals based on public metadata such as recency, license, installation evidence, and adoption. These are not a security audit or endorsement.
Key capabilities
- Reusable instructions support
- Includes SKILL.md support
- Shell commands support
- Browser use support
- Presentation work support
- Document generation support
- Anthropic provider support
Technical details
Install or run memstack using uvx/pip. Check cwinvestments/memstack for the latest setup command.
- Built for Python
- Built for Node.js
- Install or run with uvx/pip
- Uses SSE transport
- API key required
- Database access
- Network access
Requirements and access
Security and permissions
Review permissions before connecting any MCP server to an agent. Pay special attention to whether it can read local files, write data, call external services, or perform destructive actions.
When to use memstack Skill
- Use it for reusing agent instructions, scripts, and references.
- Use it for agent skills workflows.
- Use it for coding workflows.
- Use it for data workflows.
Built with
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Frequently asked questions
What is memstack?
memstack is a Python AI agent skill with uvx/pip. Structured skill framework for Claude Code — 127 skills, localhost dashboard with 3-agent orchestration, real-time streaming, MCP tools management, session memory, and project handoffs via markdown-based skills
Who is memstack best for?
memstack is best for reusing agent instructions, scripts, and references, agent skills workflows, coding workflows, data workflows.
How do I install memstack?
Install or run memstack using uvx/pip. Check memstack for the latest setup command.
Is memstack actively maintained?
memstack may need a closer maintenance check before production use.
Auto-fetched from GitHub.
