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 - [Letta (MemGPT)](https://github.com/letta-ai/letta) - Create LLM services with long-term memory and custom tools. ![GitHub stars](https://img.shields.io/badge/dynamic/json?label=Stars&query=%24.stargazers_count&url=https%3A%2F%2Fapi.github.com%2Frepos%2Fletta-ai%2Fletta&color=yellow&logo=github&logoColor=white&style=flat&cacheSeconds=300)
 - [Mem0](https://github.com/mem0ai/mem0) - The Memory layer for your AI apps — self-improving memory for LLM applications. **April 2026 algorithm upgrade**: single-pass add-only extraction, entity linking, multi-signal retrieval; benchmark wins on LoCoMo, LongMemEval, BEAM. 55K+ stars, 21+ official framework integrations. ![GitHub stars](https://img.shields.io/badge/dynamic/json?label=Stars&query=%24.stargazers_count&url=https%3A%2F%2Fapi.github.com%2Frepos%2Fmem0ai%2Fmem0&color=yellow&logo=github&logoColor=white&style=flat&cacheSeconds=300)
+- [Remio](https://remio.ai/) - 🆕 ⚠️ **Unverified.** Local-first AI memory and knowledge base desktop app for personal context. It parses files, webpages, recordings, emails, messages, images, and more into local indexes and vectors, so agents can retrieve focused context instead of repeatedly grepping directories, scanning files, or loading whole documents into prompts. Listed for visibility; evaluate before depending on it.
 - [Zep](https://github.com/getzep/zep) - Long-term memory for AI assistants and agents. ![GitHub stars](https://img.shields.io/badge/dynamic/json?label=Stars&query=%24.stargazers_count&url=https%3A%2F%2Fapi.github.com%2Frepos%2Fgetzep%2Fzep&color=yellow&logo=github&logoColor=white&style=flat&cacheSeconds=300)
 - [agent-memory](https://github.com/Zijian-Ni/agent-memory) - Lightweight agent memory framework for persistent context across sessions. ![GitHub stars](https://img.shields.io/badge/dynamic/json?label=Stars&query=%24.stargazers_count&url=https%3A%2F%2Fapi.github.com%2Frepos%2FZijian-Ni%2Fagent-memory&color=yellow&logo=github&logoColor=white&style=flat&cacheSeconds=300)
 - [Mem0g (graph variant)](https://mem0.ai/blog/state-of-ai-agent-memory-2026) - 🆕 Graph-enhanced sibling of Mem0 for multi-hop questions; 21+ framework integrations as of early 2026.