OpenTag is an open-source, self-hosted AI agent for Slack that reads threads, answers questions, calls tools, and renders rich generative UI, built on CopilotKit's SDK.

Stars

718

7-day growth

No data

Forks

87

Open issues

0

License

MIT

Last updated

2026-07-28

AI repository intelligence
FR-AI / ANALYSIS

Why it is worth attention

It offers a fully open-source, self-hosted alternative to proprietary Slack AIs like Claude, with no per-seat pricing or lock-in, and supports human-in-the-loop, generative UI, and deployment across multiple chat platforms.

Who it is for

  • Developers building custom Slack agents
  • Teams wanting self-hosted AI without vendor lock-in
  • Enterprises needing on-premise AI assistants
  • CopilotKit users extending platform agents

Use cases

  • Summarizing Slack threads and filing bugs in Linear
  • Running research agents that query the web and produce inline charts
  • Building customer support bots with human approval gates
  • Deploying multi-platform agents on Discord, Telegram, or WhatsApp

Strengths

  • Open-source (MIT) and self-hosted, giving full control over runtime and data
  • Supports human-in-the-loop approvals and rich generative UI (tables, charts)
  • Modular architecture – swap models, adapters, and tools easily
  • Works out-of-the-box on Slack, Discord, Telegram, and WhatsApp via same codebase

Considerations

  • Self-hosting requires managing multiple processes (agent backend, bot, optional sidecars) and infrastructure
  • Managed cloud service is still on a waitlist; not yet publicly available
  • Deep research agent needs Python and optional Tavily API key for web research

README quick start

Quick start

Description

OpenTag

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