{"repo":"sandst1/remind","free":true,"listed":false,"github":"https://github.com/sandst1/remind","clone":"git clone https://github.com/sandst1/remind.git","description":"A memory layer for AI Agents","language":"Python","stars":82,"topics":["agentic-ai","agents","ai","coding","context-engineering","genai","llm","long-term-memory","mcp","mcp-server"],"license":"Apache-2.0","category":"ai-agents","readme_excerpt":"Remind Agent-driven memory layer for LLMs. Remind is a deterministic memory substrate with temporal facts, semantic retrieval, and structured curation — the calling agent is the only intelligence. Documentation · Examples · Changelog Quick start No configuration required — Remind uses local embeddings by default (fastembed, no API key). How it works Remind stores episodes (raw experiences) and concepts (generalized knowledge). You capture and curate memories explicitly using CLI commands or MCP tools. For facts ( -t fact ), Remind automatically: 1. Creates a Fact row with validity tracking 2. Assigns it to a cluster based on entity overlap (Jaccard similarity) 3. Detects potential collisions with existing facts — same-cluster collisions and cross-cluster related facts are returned with ready-to-paste apply commands For any remember call, the output also surfaces the top-5 nearest episodes and concepts semantically, so you can catch contradictions before they go unnoticed. For patterns and concepts , you use remind apply to create them from episodes: Two batch tools remind snapshot — Read state Returns JSON. Combinable scopes: Scope Description ------- ------------- pending Unprocessed episodes with their entities conflicts[: ] Open conflicts (or resolved / dismissed / all ) health Actionable issues: pending episodes, open conflicts, orphan concepts stats Memory statistics concepts[: ] All concepts (default 50) episodes[: ] Recent episodes (default 20) entities[: ] All entitie","default_branch":null,"files":null,"tree":[],"storefront":"/r/sandst1","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/sandst1/remind/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}