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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
- 01affaan-m/ECCJavaScriptThe agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor 236K ★▲ 473/day
- 02thedotmack/claude-memJavaScriptPersistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context b89K ★▲ 111/day
- 03mem0ai/mem0PythonUniversal memory layer for AI Agents62K ★▲ 86/day
- 04MemPalace/mempalacePythonThe best-benchmarked open-source AI memory system. And it's free.58K ★▲ 40/day
- 05NousResearch/hermes-agentPythonThe agent that grows with you222K ★▲ 535/day
- 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70K ★▲ 86/day
- 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 ga78K ★▲ 87/day
- 08HKUDS/nanobotPythonUltra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat ap46K ★▲ 51/day
- 09zhayujie/CowAgentPythonOpen-source super AI assistant & Agent Harness. Plans tasks, runs tools and skills, self-evolves with memory and knowledge. Multi-model, multi-channel. Lightwei46K ★▲ 16/day
- 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26K ★▲ 1249/day
- 11pingcap/tidbGoTiDB is built for agentic workloads that grow unpredictably, with ACID guarantees and native support for transactions, analytics, and vector search. No data sil40K ★▲ 5/day
- 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 engi30K ★▲ 27/day
- 13volcengine/OpenVikingPythonSelf-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.28K ★▲ 33/day
- 14supermemoryai/supermemoryTypeScriptMemory and context engine + app that is extremely fast, scalable, and can be run fully locally. The Memory API for the AI era.29K ★▲ 8/day
- 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?25K ★▲ 23/day
- 16dolthub/doltGoDolt – Git for Data24K ★▲ 4/day
- 17screenpipe/screenpipeRustYC (S26) | Record your screen 24/7 and plug into your agents. Local, private, secure. Connect to OpenClaw, Hermes agent and 100+ apps21K ★▲ 13/day
- 18vectorize-io/hindsightPythonHindsight: Agent Memory That Learns19K ★▲ 20/day
- 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 r36K ★▲ 63/day
- 20rohitg00/agentmemoryTypeScript#1 Persistent memory for AI coding agents based on real-world benchmarks26K ★▲ 29/day
- 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 r26K ★▲ 19/day
- 22gastownhall/beadsGoBeads - A memory upgrade for your coding agent26K ★▲ 18/day
- 23letta-ai/lettaPythonPlatform for stateful agents: AI with advanced memory that can learn and self-improve over time.24K ★▲ 10/day
- 24rowboatlabs/rowboatTypeScriptOpen-source AI coworker, with memory17K ★▲ 7/day
- 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.27K ★▲ 33/day