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Describe what you need. We answer with the repositories developers are actually choosing for it right now, ranked by adoption and momentum. The present-tense pick a trained model cannot make.

best agentic memory systemvector database for ragtui frameworkllm observabilityweb framework in rustself-hosted analytics

top matches for "best agentic memory system" · catalog of 2026-08-30

  1. 01bojieli/ai-agent-bookPython《深入理解 AI Agent：设计原理与工程实践》（李博杰 著）开源主仓库：全书正文、编译版 PDF 与按章配套代码43K ★▲ 328/day
  2. 02volcengine/OpenVikingPythonSelf-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.34K ★▲ 305/day
  3. 03thedotmack/claude-memJavaScriptPersistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context b93K ★▲ 142/day
  4. 04mem0ai/mem0PythonUniversal memory layer for AI Agents64K ★▲ 65/day
  5. 05666ghj/MiroFishPythonA Simple and Universal Swarm Intelligence Engine, Predicting Anything. 简洁通用的群体智能引擎，预测万物72K ★▲ 44/day
  6. 06TencentCloud/TencentDB-Agent-MemoryTypeScriptTencentDB Agent Memory is a team-level memory hub for AI Agents — turning conversations, docs, and code into four reusable memory assets (Chat Memory, Skill, LL25K ★▲ 83/day
  7. 07pingcap/tidbGoTiDB is built for agentic workloads that grow unpredictably, with ACID guarantees and native support for transactions, analytics, and vector search. No data sil40K ★▲ 2/day
  8. 08topoteretes/cogneePythonCognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engi30K ★▲ 9/day
  9. 09humanlayer/12-factor-agentsTypeScriptWhat are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of production customers?26K ★▲ 23/day
  10. 10vectorize-io/hindsightPythonHindsight: Agent Memory That Learns22K ★▲ 39/day
  11. 11supermemoryai/supermemoryTypeScriptMemory and context engine + app that is extremely fast, scalable, and can be run fully locally. The Memory API for the AI era.29K ★▲ 4/day
  12. 12dolthub/doltGoDolt – Git for Data24K ★▲ 3/day
  13. 13screenpipe/screenpipeRustYC (S26) | Open Computer History | Record your screen continuously locally and provide context to your agents (Claude, Codex, Openclaw, Hermes, Runner...)21K ★▲ 11/day
  14. 14MemoriLabs/MemoriPythonMemori is agent-native memory infrastructure. A LLM-agnostic layer that turns agent execution and conversation into structured, persistent state for production 16K ★▲ 4/day
  15. 15affaan-m/ECCJavaScriptThe agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor 244K ★▲ 283/day
  16. 16bytedance/deer-flowPythonAn open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message ga81K ★▲ 73/day
  17. 17HKUDS/nanobotPythonUltra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat ap48K ★▲ 32/day
  18. 18zhayujie/CowAgentPythonOpen-source super AI assistant & Agent Harness. Plans tasks, runs tools and skills, self-evolves with memory and knowledge. Multi-model, multi-channel. Lightwei47K ★▲ 12/day
  19. 19rohitg00/agentmemoryTypeScript#1 Persistent memory for AI coding agents based on real-world benchmarks28K ★▲ 35/day
  20. 20gastownhall/beadsGoBeads - A memory upgrade for your coding agent27K ★▲ 19/day
  21. 21OthmanAdi/planning-with-filesShellPersistent file-based planning for AI coding agents and long-running tasks. Crash-proof markdown plans, session recovery after /clear and compaction, per-turn r26K ★▲ 5/day
  22. 22letta-ai/lettaPlatform for stateful agents: AI with advanced memory that can learn and self-improve over time.24K ★▲ 4/day
  23. 23rowboatlabs/rowboatTypeScriptOpen-source AI coworker, with memory17K ★#2695
  24. 24tinyhumansai/openhumanRustYour Personal AI super intelligence. A brain that builds a local-first memory of your life, a fantastic orchestrator of agent fleets and workflows, and a deep r39K ★▲ 315/day
  25. 25google-labs-code/design.mdTypeScriptA format specification for describing a visual identity to coding agents. DESIGN.md gives agents a persistent, structured understanding of a design system.28K ★▲ 13/day