{"repo":"agentic-box/memora","free":true,"listed":false,"github":"https://github.com/agentic-box/memora","clone":"git clone https://github.com/agentic-box/memora.git","description":"Give your AI agents persistent, collective memory — with deduplicating absorb, supersession lineage, semantic search, and a graph UI. Speaks MCP.","language":"Python","stars":665,"topics":["ai-agent","claude","knowledge-graph","llms","mcp","mcp-server","memory","rag","semantic-search","semantic-search-algorithm"],"license":"MIT","category":"ai-agents","readme_excerpt":"Memora \"You never truly know the value of a moment until it becomes a memory.\" Give your AI agents persistent collective memory An MCP memory layer for agents: structured storage, semantic retrieval, graph relations, and source-backed cross-session context. Absorb agent work into durable graph memory, then use memory digest(topic) to retrieve relevant memories, TODOs/issues, related edges, and source IDs. Features · Preview · Install · Usage · Config · Live Graph · Cloud Graph · Chat · Semantic Search · Documents · LLM Dedup · Linking · Neovim Features Core Storage - 💾 Persistent Storage - SQLite with optional cloud sync (S3, R2, D1) - 📂 Hierarchical Organization - Section/subsection structure with auto-hierarchy assignment - 📦 Export/Import - Backup and restore with merge strategies Absorb & Lineage - 🧬 Absorb - Feed facts in; an LLM classifies each against the store (duplicate / update / contradiction / related / new), skips duplicates, links relations, and consolidates related facts — with dry run preview - 🌱 Supersession Lineage - Updates supersede old knowledge instead of deleting it; retrieval follows the chain to the current version by default ( follow modes: active , latest , full history ) - 🗞️ Topic Digest - memory digest(topic) bundles relevant memories, open TODOs/issues, related edges, and source IDs into one retrieval Search & Intelligence - 🔍 Semantic Search - Vector embeddings (TF-IDF, sentence-transformers, OpenAI) - 🎯 Advanced Queries - Full-text, da","default_branch":null,"files":null,"tree":[],"storefront":"/r/agentic-box","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/agentic-box/memora/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."}