Provides dynamic short-term and long-term memory management with keyword-based relevance scoring, time-decay models, and trigger-based recall. Optimized for Chinese language support with jieba segmentation.
A local-first cognitive substrate for neurodivergent professionals. Gives Claude memory, a sense of time, a translator for corporate ambiguity, and a guardrail that refuses to amplify rumination, hyperfocus, or sycophancy. MCP-native. No telemetry. AGPL-3.0-or-later. Self-ID sufficient — no diagnosis gating.
Enables an assistant to retrieve Quranic verses in Uthmani Arabic with any of hundreds of translations, look up and search ten major hadith collections, and compute prayer times offline from the sun's position. Every quotation comes back with its exact reference so answers can be verified rather than paraphrased from memory.
Enables an AI assistant to act as the memory of a personal English-learning app: read progress and words due for review, run short practice conversations, and store sentences, corrections, new words, rubric scores, and checked exercises back to the user's dashboard. Also lets the assistant grow the flashcard deck and adjust word familiarity, which reschedules spaced-repetition reviews.
Enables keyless translation between languages using machine translation and community translation memory, with automatic source-language detection, match-quality scores, and alternate candidate translations.
Enables elders facing memory loss, disability, or language gaps to converse with Alexa in their own language, receiving gentle memory support, medication reminders, two-way family translation, translated narration of their stories, and Ring doorbell monitoring—with check-ins screened for sentiment and safety so that loneliness nudges family members and true emergencies trigger a Step Functions escalation to the care circle. It provides 12 tools, 3 resources, and 2 prompts over Streamable HTTP with OAuth 2.1, and also deploys as a stateless AWS Lambda.
MCP server for translation and localization workflows. It exposes tools for glossary lookup, translation memory reuse, segment alignment, and demo multicloud translation.
