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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.

top matches for "best agentic memory system" · catalog of 2026-07-30

  1. 01affaan-m/ECCJavaScriptThe agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor 236K473/day
  2. 02thedotmack/claude-memJavaScriptPersistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context b89K111/day
  3. 03mem0ai/mem0PythonUniversal memory layer for AI Agents62K86/day
  4. 04MemPalace/mempalacePythonThe best-benchmarked open-source AI memory system. And it's free.58K40/day
  5. 05NousResearch/hermes-agentPythonThe agent that grows with you222K535/day
  6. 06666ghj/MiroFishPythonA Simple and Universal Swarm Intelligence Engine, Predicting Anything. 简洁通用的群体智能引擎,预测万物70K86/day
  7. 07bytedance/deer-flowPythonAn open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message ga78K87/day
  8. 08HKUDS/nanobotPythonUltra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat ap46K51/day
  9. 09zhayujie/CowAgentPythonOpen-source super AI assistant & Agent Harness. Plans tasks, runs tools and skills, self-evolves with memory and knowledge. Multi-model, multi-channel. Lightwei46K16/day
  10. 10bojieli/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26K1249/day
  11. 11pingcap/tidbGoTiDB is built for agentic workloads that grow unpredictably, with ACID guarantees and native support for transactions, analytics, and vector search. No data sil40K5/day
  12. 12topoteretes/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 engi30K27/day
  13. 13volcengine/OpenVikingPythonSelf-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.28K33/day
  14. 14supermemoryai/supermemoryTypeScriptMemory and context engine + app that is extremely fast, scalable, and can be run fully locally. The Memory API for the AI era.29K8/day
  15. 15humanlayer/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?25K23/day
  16. 16dolthub/doltGoDolt – Git for Data24K4/day
  17. 17screenpipe/screenpipeRustYC (S26) | Record your screen 24/7 and plug into your agents. Local, private, secure. Connect to OpenClaw, Hermes agent and 100+ apps21K13/day
  18. 18vectorize-io/hindsightPythonHindsight: Agent Memory That Learns19K20/day
  19. 19tinyhumansai/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 r36K63/day
  20. 20rohitg00/agentmemoryTypeScript#1 Persistent memory for AI coding agents based on real-world benchmarks26K29/day
  21. 21OthmanAdi/planning-with-filesPythonPersistent file-based planning for AI coding agents and long-running tasks. Crash-proof markdown plans, session recovery after /clear and compaction, per-turn r26K19/day
  22. 22gastownhall/beadsGoBeads - A memory upgrade for your coding agent26K18/day
  23. 23letta-ai/lettaPythonPlatform for stateful agents: AI with advanced memory that can learn and self-improve over time.24K10/day
  24. 24rowboatlabs/rowboatTypeScriptOpen-source AI coworker, with memory17K7/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.27K33/day