moorcheh-ai

    moorcheh-ai/memanto

    Memory that AI Agents Love!

    ai-agents
    llm
    agent-memory
    ai-memory
    ai-memory-system
    hermes-agent
    long-term-memory
    Python
    MIT
    2.4K stars
    738 forks
    2.4K GitHub watchers
    Updated Nov 4, 2026
    View on GitHub

    Build with Backblaze B2

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    Where it stands

    Rank, growth pace and release cadence relative to everything GStars tracks.

    5 releases in the last 90 days, the latest 5 days ago, with 125 contributors on GitHub.

    Use Cases & Benefits

    • Provides a persistent, active memory agent for AI agents enabling them to remember, recall, and answer with long-term context across sessions.
    • Eliminates indexing delays and token waste by offering zero-latency, queryable memory with typed semantic categories and provenance metadata.
    • Use for enhancing AI agents like Claude Code or Codex to maintain stateful, context-rich interactions without repeated context injection.
    • Use for building multi-agent systems that require conflict detection, versioning, and temporal memory queries for accurate decision-making.
    • Use for local or cloud deployment scenarios where data ownership and zero backend maintenance are critical for AI memory management.

    Should you depend on it?

    License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.

    License

    MIT

    Permissive: commercial use, modification and redistribution are allowed with attribution.

    Community files

    • README: present
    • Contributing guide: present
    • Code of conduct: present

    Watch-outs

    No watch-outs from GStars' checks.

    General guidance from repository metadata, not legal advice. How we score

    From the README

    Persistent memory for Claude Code, Cursor, Codex, and 14+ other agents, built on the world's first information-theoretic search engine. 100% free, open source, and runs entirely on your machine - no API keys, no vector database, no backend to babysit.

    MEMANTO is a memory agent. It remembers, recalls, and answers — so your agents can achieve long-term goals and avoid confusion.

    Most memory tools today are passive infrastructure: agents have to query them, parse the results, and figure out what to do next. MEMANTO is built differently. It's an active memory agent designed from the gaps agents themselves named when asked about their memory — three operations (remember, recall, answer) that give your agents persistent context across sessions, with state-of-the-art retrieval and zero ingestion latency.

    Excerpt from the moorcheh-ai/memanto README on GitHub (MIT license). © its authors.Read the full README on GitHub

    Daily snapshots

    Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots

    Forks

    738+141

    Open issues

    6-125

    Compared with peers in AI Agents

    Fastest-growing repositories GStars tracks in this cohort for the week of Nov 1, by 7-day star growth

    moorcheh-ai/memanto compared with AI Agents repositories by stars, 7-day star growth, health score and last release
    RepositoryStars+7dHealthLast release
    vercel-labs/agent-desktop17.0K+13.3K33today
    thedotmack/claude-mem113.6K+8.8K35today
    stablyai/orca116.8K+6.6K40today
    milind-soni/OpenMausBot13.5K+6.0K45today
    HKUDS/DeepTutor55.5K+5.5K655 days ago
    moorcheh-ai/memanto2.4K—655 days ago
    Category median55.5K+6.6K40—

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