{"repo":"romiluz13/Memongo","free":true,"listed":false,"github":"https://github.com/romiluz13/Memongo","clone":"git clone https://github.com/romiluz13/Memongo.git","description":"MongoDB-native long-term memory for production AI agents","language":"TypeScript","stars":31,"topics":["agent-memory","ai-agents","mongodb","typescript","vector-search"],"license":"Apache-2.0","category":"ai-agents","readme_excerpt":"Memongo MongoDB-native Company Brain memory framework for AI apps, agents, and teams. Quickstart · Framework · Architecture · API · Live Site · Benchmarks · Release Gate Memongo gives AI systems durable Company Brain memory on top of MongoDB. It stores conversations, facts, procedures, knowledge-base chunks, episodes, and graph relationships in one MongoDB-backed memory engine, then retrieves context with vector search, full-text search, and hybrid ranking. The public repo is intentionally focused: a runnable API, MCP server, TypeScript client, AI SDK tools, web console, docs, Docker MongoDB setup, and release checks. Quickstart Prerequisites: - Node.js 20+ - Bun 1.2+ - Docker (for the local MongoDB path — uses MongoDB Atlas Local Preview with mongot for Atlas Search) Start MongoDB: The default Docker file uses MongoDB Atlas Local Preview. Set VOYAGE API KEY to a MongoDB Atlas Model API key with the al-... prefix when you want MongoDB auto-embeddings. Without it, you can still use local development paths that do not require auto-embed. [!WARNING] MongoDB Automated Embedding is an upstream Preview feature. MongoDB says not to use it in production. Memongo's current automated semantic-search lane is therefore for evaluation and controlled preview deployments, not production certification. Start the API: In another shell, add and search memory: Semantic search returns {\"results\":[]} until VOYAGE API KEY is set (see above) — embeddings are required to match stored memories by mea","default_branch":null,"files":null,"tree":[],"storefront":"/r/romiluz13","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/romiluz13/Memongo/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."}