Curated systems, benchmarks, and papers etc. on memory for LLMs/MLLMs --- long-term context, retrieval, and reasoning.
GitHub repository with 472 stars and 51 forks.
Language: Python
Topics: agent-memory, ai-agent, ai-agent-memory, awesome, awesome-agent-memory, awesome-list, continual-learning, llm, llm-memory, long-term-memory
Trending score 1.29, freshness score 0.80, stars gained +2, forks gained +1.
2026-06-15: 472 stars and 51 forks.
Self-evolving memory across Agent and platform. The one portable memory layer for every agent they use - Claude Code, Codex, OpenClaw, Hermes, and more
GitHub repository with 7,458 stars and 733 forks.
Trending score: 4.26; stars gained: +233; forks gained: +19.
Language: Python
Topics: agent-memory, agentic-ai, ai, chats, clawdbot, clawdbot-skill
A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex), backed by Markdown and Milvus.
GitHub repository with 2,027 stars and 184 forks.
Trending score: 3.14; stars gained: +51; forks gained: +6.
Language: Python
Topics: agent, agent-memory, ai-agents, claude-code, claude-code-plugin, codex
Cognee 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 engine.
GitHub repository with 17,836 stars and 1,890 forks.
Trending score: 2.93; stars gained: +26; forks gained: +5.
Language: Python
Topics: ai, cognitive-architecture, vector-database, ai-agents, graph-database, ai-memory
Governed shared memory for AI agent fleets — multi-agent, multi-tenant, MCP-native. Trust tiers, keystone policies, audit trails, knowledge graph, self-improving retrieval. Apache 2.0.
GitHub repository with 116 stars and 9 forks.
Trending score: 2.05; stars gained: +8; forks gained: +0.
Language: Python
Topics: agent-memory, agentic-ai, ai-agents, ai-infrastructure, claude, fastapi
Semantica 🧠 — AI-native knowledge graph intelligence framework for semantic retrieval, ontology reasoning, context graphs, and explainable AI systems.
GitHub repository with 1,218 stars and 185 forks.
Trending score: 1.75; stars gained: +5; forks gained: -1.
Language: Python
Topics: agent-memory, agentic-ai, ai-agents, ai-infrastructure, context-graph, context-management
Awesome AI Memory | LLM Memory | A curated knowledge base on AI memory for LLMs and agents, covering long-term memory, reasoning, retrieval, and memory-native system design. Awesome-AI-Memory 是一个 集中式、持续更新的 AI 记忆知识库，系统性整理了与 大模型记忆（LLM Memory）与智能体记忆（Agent Memory） 相关的前沿研究、工程框架、系统设计、评测基准与真实应用实践。
GitHub repository with 987 stars and 93 forks.
Trending score: 1.73; stars gained: +4; forks gained: +0.
Language: Python
Topics: agent-memory, ai-memory, continual-learning, llm-memory, long-term-memory, memory-systems
利用AI大模型，一键生成高清短视频 Generate short videos with one click using AI LLM.
GitHub repository with 88,031 stars and 12,625 forks.
Trending score: 6.02; stars gained: +1,097; forks gained: +218.
Language: Python
Topics: ai, automation, chatgpt, moviepy, python, shortvideo
Self-hosted AI workspace.
GitHub repository with 71,458 stars and 9,112 forks.
Trending score: 5.98; stars gained: +834; forks gained: +140.
Language: Python
The agent that grows with you
GitHub repository with 194,120 stars and 33,992 forks.
Trending score: 5.92; stars gained: +753; forks gained: +209.
Language: Python
Topics: ai, ai-agent, ai-agents, anthropic, chatgpt, claude
Security scanner for AI agent skills. Detect vulnerabilities, malicious patterns, and security risks.
GitHub repository with 5,962 stars and 441 forks.
Trending score: 5.61; stars gained: +874; forks gained: +76.
Language: Python
Learn it. Build it. Ship it for others.
GitHub repository with 32,676 stars and 5,366 forks.
Trending score: 5.59; stars gained: +762; forks gained: +135.
Language: Python
Topics: agents, ai, ai-agents, ai-engineering, computer-vision, course
Generate draw.io diagrams from natural language — 6 presets, vision self-check + up to 5-round refinement, codebase-to-diagram, 10,000+ official shapes & 321 AI/LLM brand logos. Exports PNG/SVG/PDF/JPG.
GitHub repository with 3,445 stars and 240 forks.
Trending score: 5.51; stars gained: +1,369; forks gained: +113.
Language: Python
Topics: agent-skill, agent-skills, architecture-diagram, claude-code, claude-code-skill, claude-skills
Self-evolving memory across Agent and platform. The one portable memory layer for every agent they use - Claude Code, Codex, OpenClaw, Hermes, and more
GitHub repository with 7,458 stars and 733 forks.
Trending score: 4.26; stars gained: +233; forks gained: +19.
Language: Python
Topics: agent-memory, agentic-ai, ai, chats, clawdbot, clawdbot-skill
Memory and context engine + app that is extremely fast, scalable, and can be run fully locally. The Memory API for the AI era.
GitHub repository with 27,042 stars and 2,349 forks.
Trending score: 4.23; stars gained: +97; forks gained: +10.
Language: TypeScript
Topics: cloudflare-pages, cloudflare-workers, drizzle-orm, tailwindcss, typescript, cloudflare-kv
A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex), backed by Markdown and Milvus.
GitHub repository with 2,027 stars and 184 forks.
Trending score: 3.14; stars gained: +51; forks gained: +6.
Language: Python
Topics: agent, agent-memory, ai-agents, claude-code, claude-code-plugin, codex
Cognee 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 engine.
GitHub repository with 17,836 stars and 1,890 forks.
Trending score: 2.93; stars gained: +26; forks gained: +5.
Language: Python
Topics: ai, cognitive-architecture, vector-database, ai-agents, graph-database, ai-memory
Governed shared memory for AI agent fleets — multi-agent, multi-tenant, MCP-native. Trust tiers, keystone policies, audit trails, knowledge graph, self-improving retrieval. Apache 2.0.
GitHub repository with 116 stars and 9 forks.
Trending score: 2.05; stars gained: +8; forks gained: +0.
Language: Python
Topics: agent-memory, agentic-ai, ai-agents, ai-infrastructure, claude, fastapi
Portable semantic memory for AI agents: core engine, TypeScript SDK, framework adapters, MCP server, CLI, and host plugins.
GitHub repository with 159 stars and 23 forks.
Trending score: 1.91; stars gained: +9; forks gained: +1.
Language: TypeScript
Topics: agent-infrastructure, agent-memory, ai-agents, ai-memory, cli, context-engineering