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MemoRizz

Tool Oct 18, 2026

A Python agent framework with persistent memory, MCP integrations and a macOS desktop-control workflow.

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MemoRizz's author-published dashboard shows agent runs, memory sections, MCP connections and attention notices.
Author-published dashboard from the tagged English README. It illustrates the framework interface, not the new desktop tools or an AITrending test. Displayed counters are not independently verified performance results. Full frame preserved. Source: Richmond Alake / MemoRizz
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MemoRizz connects persistent memory with tool-calling agents through a Python SDK, CLI and local web interface. Its documentation describes filesystem and database storage, MCP tools and integrations with external coding harnesses. Cloud model accounts and billing remain separate; a local Ollama setup is also documented.

Version 0.17.1 adds a macOS-only desktop MCP server using Accessibility, default approvals for actions and procedural records of desktop tasks. Python 3.10 or newer is required. Screen Recording is optional for locally retained screenshots. The framework is experimental and source available under PolyForm Noncommercial 1.0.0. AITrending reviewed its English documentation without testing its behavior.