sandbox-quantum

    sandbox-quantum/switch

    Open-source AI teammates in Slack, Teams, Discord, Telegram and Mattermost. Self-host it, with any agent harness and any model.

    ai
    ai-agents
    llm
    self-hosted
    agent-orchestration
    chatops
    discord
    langchain
    mcp
    Python
    NOASSERTION
    4.0K stars
    282 forks
    6 GitHub watchers
    Updated Nov 6, 2026
    View on GitHub

    Build with Backblaze B2

    SDKs, agent skills, IDE extensions, and reference pipelines from Backblaze Labs. All open source.

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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 today, with 29 contributors on GitHub.

    Use Cases & Benefits

    • Enables integration of AI teammates into Slack, Teams, Discord, Telegram, and Mattermost for collaborative team workflows.
    • Offers self-hosted, flexible agent orchestration supporting any AI model or provider while preserving team context and data ownership.
    • Use for embedding AI agents directly into existing team chat channels to enhance collaboration without switching tools.
    • Use for automating workflow tasks like bug triage, feature requests, and incident management with multi-agent coordination.
    • Use for building secure, customizable AI-assisted environments where teams control agent roles, permissions, and data privacy.

    Should you depend on it?

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

    License

    Other

    GitHub could not identify this license; read the LICENSE file before depending on it.

    Community files

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

    Watch-outs

    • License not identified by GitHub; read the LICENSE file before depending on it.

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

    From the README

    Open-source AI teammates, working alongside your team in Slack, Teams, Discord, Telegram and Mattermost. Self-host it, with any agent and any model.

    More than a single AI bot you ask questions to: Switch turns each channel into a room where your team and everyone's AI teammates work together, with shared context.

    See the latest release for all desktop builds.

    The same incident, in the apps teams already use. Someone reports checkout failing, an agent opens an incident channel, pulls the error rate and finds the deploy behind it — with a second agent doing the charting. Under a minute each, no narration.

    Excerpt from the sandbox-quantum/switch README on GitHub (NOASSERTION license). © its authors.Read the full README on GitHub

    Compared with peers in AI

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

    sandbox-quantum/switch compared with AI repositories by stars, 7-day star growth, health score and last release
    RepositoryStars+7dHealthLast release
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    calesthio/OpenMontage77.2K+4.2K40—
    heygen-com/hyperframes79.6K+4.1K45today
    sandbox-quantum/switch4.0K—45today
    Category median98.1K+5.2K45—

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