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Trending agent-memory repos

Repos whose maintainers tagged them agent-memory on GitHub (topics are labels that describe what a project is about), ranked by stars gained.

10 repos gained about 4.5k stars in the last 7 days. Leading this week: bojieli/ai-agent-book, tigerless-labs/agent-memory and topoteretes/cognee.

10 repos tracked · ranked by stars gained · updated hourly

Related topics:llmmcpai-agentscontext-engineeringknowledge-graphclaude-codeaicodexdeveloper-toolsagent-skillsragmcp-server

* / est. Estimated: until we have enough daily snapshots for a repo, its gain is total stars ÷ days since creation. Measured numbers replace estimates automatically.

  1. 1
    bojieli/ai-agent-book

    Open-source book on AI agent design principles and engineering, with full text, a compiled PDF and code for each chapter. Why it matters: worth a look if you build or run autonomous agents.

    AI agentsPython★ 54k

    +221

    stars today

  2. 2
    tigerless-labs/agent-memory

    Long-term memory runtime for AI agents — plain Markdown as the source of truth, local ranked retrieval, and an independent sleep-time Manage… Why it matters: worth a look if you build or run autonomous agents.

    AI agentsPython★ 3.6k

    +182

    stars today

  3. 3
    topoteretes/cognee

    Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory with small models for free. Why it matters: worth a look if you build or run autonomous agents.

    AI agentsPython★ 32k

    +84

    stars today

  4. 4
    sno-ai/sno-station

    Turn the agents you already use into a squad. Codex, Claude Code, Cursor, Hermes Agent and OpenClaw use one encrypted memory, pass work to… Why it matters: relevant if AI is part of your coding workflow.

    Coding agentsTypeScript★ 726

    +40

    stars today

  5. 5
    semantica-agi/semantica

    Graph-Native Infrastructure for Context and Accountable AI Systems. Why it matters: useful plumbing for shipping LLM-powered features.

    LLM toolingPython★ 14k

    +31

    stars today

  6. 6
    deeplethe/utopia

    World's first open-source enterprise world model. Why it matters: relevant for grounding LLMs in your own data.

    RAG / vectorRust★ 8.4k

    +29

    stars today

  7. 7
    aoci-spec/aoci-code

    A persistent, Git-versioned map of your whole codebase and database schema that coding agents read before they touch anything. Why it matters: relevant if AI is part of your coding workflow.

    Coding agentsGo★ 1.5k

    +20

    stars today

  8. 8
    EverMind-AI/EverOS

    One portable memory layer for every AI agent: local-first, Markdown-native, user-owned, and self-evolving across apps, tools, and workflows. Why it matters: useful plumbing for shipping LLM-powered features.

    LLM toolingPython★ 13k

    +18

    stars today

  9. 9
    okf-memory/okf-agent-memory

    Git-native persistent memory for AI coding agents. Implements Google OKF v0.2 with sub-300µs in-memory BM25 search, embedded MCP server, and… Why it matters: extends what MCP-compatible assistants can connect to and do.

    MCPGo★ 788

    +17

    stars today

  10. 10
    1105216375-alt/resimind

    Neuro-symbolic agents with verified memory. MCP math tools, an algebra repair Skill, and an open challenge. Why it matters: extends what MCP-compatible assistants can connect to and do.

    MCPPython★ 111

    +16*

    stars today