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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 2026-06-15

  1. 01affaan-m/ECCJavaScriptThe agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor 216K ★▲ 609.2/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 b82K ★▲ 131.6/day
  3. 03mem0ai/mem0PythonUniversal memory layer for AI Agents59K ★▲ 71.8/day
  4. 04MemPalace/mempalacePythonThe best-benchmarked open-source AI memory system. And it's free.56K ★▲ 76.1/day
  5. 05NousResearch/hermes-agentPythonThe agent that grows with you194K ★▲ 780/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66K ★▲ 94.6/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 ga71K ★▲ 46.8/day
  8. 08zhayujie/CowAgentPythonOpen-source super AI assistant & Agent Harness. Plans tasks, runs tools and skills, self-evolves with memory and knowledge. Multi-model, multi-channel. Lightwei45K ★▲ 20.7/day
  9. 09pingcap/tidbGoTiDB is built for agentic workloads that grow unpredictably, with ACID guarantees and native support for transactions, analytics, and vector search. No data sil40K ★▲ 2.2/day
  10. 10supermemoryai/supermemoryTypeScriptMemory and context engine + app that is extremely fast, scalable, and can be run fully locally. The Memory API for the AI era.27K ★▲ 17.2/day
  11. 11dolthub/doltGoDolt – Git for Data23K ★▲ 3.4/day
  12. 12humanlayer/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?23K ★▲ 5.2/day
  13. 13topoteretes/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 engi18K ★▲ 1.7/day
  14. 14vectorize-io/hindsightPythonHindsight: Agent Memory That Learns16K ★▲ 6.9/day
  15. 15volcengine/OpenVikingPythonOpenViking is an open-source context database designed specifically for AI Agents(such as openclaw). OpenViking unifies the management of context (memory, resou26K ★▲ 6.9/day
  16. 16rohitg00/agentmemoryTypeScript#1 Persistent memory for AI coding agents based on real-world benchmarks23K ★▲ 18.9/day
  17. 17gastownhall/beadsGoBeads - A memory upgrade for your coding agent25K ★▲ 5.2/day
  18. 18OthmanAdi/planning-with-filesPythonPersistent file-based planning for AI coding agents and long-running agentic tasks. Crash-proof markdown plans that survive context loss and /clear, plus a dete23K ★▲ 12/day
  19. 19letta-ai/lettaPythonPlatform for stateful agents: AI with advanced memory that can learn and self-improve over time.23K ★▲ 6.9/day
  20. 20Canner/WrenAIPythonGive AI agents the context to query business data correctly through the open context layer that gives AI agents grounded, governed memory, context, SQL across 216K ★▲ 5.2/day
  21. 21google-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.16K ★▲ 5.2/day
  22. 22memvid/memvidRustMemory layer for AI Agents. Replace complex RAG pipelines with a serverless, single-file memory layer. Give your agents instant retrieval and long-term memory.16K ★#2959
  23. 23obra/superpowersShellAn agentic skills framework & software development methodology that works.228K ★▲ 896.4/day
  24. 24addyosmani/agent-skillsShellProduction-grade engineering skills for AI coding agents.60K ★▲ 1065/day
  25. 25Leonxlnx/taste-skillShellTaste-Skill - gives your AI good taste. stops the AI from generating boring, generic slop 44K ★▲ 603.8/day