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Best of 2026

Best agent skills for memory & knowledge

We track 239 agent skills in Memory & knowledge. The top pick by GitHub stars is Graphify (126,602 ★), followed by Claude Mem (100,811 ★). The most recently updated in this list is Claude Code Best Practice (last commit 2h ago). Rankings refresh daily from GitHub.

Comparison of top Agent skills for Memory & knowledge
#NameStars
1GraphifyPython · Apache-2.0 · 8h ago126,602
2Claude MemTypeScript · Apache-2.0 · 1d ago100,811
3Understand AnythingTypeScript · MIT · 2d ago86,329
4Claude Code Best PracticeHTML · MIT · 2h ago67,554
5JeecgBootJava · Apache-2.0 · 1d ago48,217
6CowAgentPython · MIT · 18h ago47,406
7Book To SkillPython · MIT · 3d ago34,886
8CogneePython · Apache-2.0 · 8h ago32,313
9NanoclawTypeScript · MIT · 12h ago30,951
10Planning With FilesPython · MIT · 11h ago27,458
  1. Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local…

    $pipx install graphifyy
  2. Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future…

    $/plugin marketplace add thedotmack/claude-mem
  3. 【低代码v2.0,一句话即可生成整个系统】企业级AI低代码平台,一键生成前后端代码甚至整个系统。 AI Skills 一句话画流程、设计表单、生成报表、大屏。内置 AI应用平台涵盖:AI聊天、知识库、流程编排、MCP插件等,兼容主流大模型。引领AI低代码「Skills 生成 → 在线配置 → 代码生成 → 手工合并->AI修改」开发模式,解决…

    $git clone https://github.com/jeecgboot/JeecgBoot
  4. Open-source personal AI assistant & Agent Harness. Plans tasks, runs tools and skills, self-evolves with memory and knowledge. Multi-agent, multi-model, multi-channel.…

    $git clone https://github.com/zhayujie/CowAgent
  5. Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory with small models for free

    $claude plugin install cognee-memory@cognee
  6. A lightweight alternative to OpenClaw that runs in containers for security. Connects to WhatsApp, Telegram, Slack, Discord, Gmail and other messaging apps,, has memory,…

    $git clone https://github.com/nanocoai/nanoclaw
  7. Persistent file-based planning for AI coding agents and long-running tasks. Crash-proof markdown plans, session recovery after /clear and compaction, per-turn re-injection…

    $/plugin marketplace add OthmanAdi/planning-with-files