Make Arabic text speakable: numeral verbalisation, a pronunciation lexicon, and lexicon-first diacritisation, in front of any TTS engine.
Gunicorn-style agent swarms with Redis-like shared memory and artifact stitching. (Imported as `puppetmaster`; published as `puppetmaster-ai` because the bare PyPI name is held by an abandoned 2019 project, name-reassignment pending.)
The Universal Memory Layer for Any AI Agent — Zero-Dependency, Sub-Millisecond, Fully Private
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
AMFS MCP Server — expose Agent Memory as MCP tools for Cursor and Claude Code
