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OpenTag

OpenTag is an AI coworker for Slack that uses your company knowledge and connected tools to answer questions, complete tasks, and automate recurring work. Microsoft Teams support is coming soon. Mention OpenTag in a thread and the task is assigned to the best available model, from more than 40, before the result returns to the same conversation. Recurring requests can become automations that run on a schedule or in response to events. OpenTag builds a company wiki from your team's conversations

Their llms.txt

The beginning of the file, from our validated copy saved 2026-10-27T11:05:42.814Z. Cached copy · Source on tryopentag.com

# OpenTag

> OpenTag is an AI coworker for Slack that uses your company knowledge and connected tools to answer questions, complete tasks, and automate recurring work. Microsoft Teams support is coming soon. Mention OpenTag in a thread and the task is assigned to the best available model, from more than 40, before the result returns to the same conversation. Recurring requests can become automations that run on a schedule or in response to events. OpenTag builds a company wiki from your team's conversations and connected sources and keeps it current. It works only in the channels you invite it into, uses the access of the person asking, and waits for a person before it sends, spends, submits or purchases anything. OpenTag does not sell model tokens.

Vendor: Open Curiosity, Inc. · Backed by Y Combinator · Category: AI coworker for Slack

This file summarises https://www.tryopentag.com for language models and agents.

## Key facts

- Product: OpenTag, an AI coworker for Slack with model-agnostic routing
- Made by: Open Curiosity, Inc.
- Platforms: Slack today. Microsoft Teams support is coming soon. It is not available yet
- How work runs: Secure cloud agents started from your team chat. Each task is limited to the connected tools it needs and ends when the work is complete
- Models: More than 40, including Claude, GPT, Gemini, Grok, DeepSeek, Kimi, Qwen, Llama, and Mistral. OpenTag chooses the model for each task using reliability, speed, capability, and cost, so nobody has to pick one
- Cost per task: Each request goes to the lowest-cost model that can do it well, which targets up to a 70% cut in cost per tagged task against sending everything to a frontier model. It is a target, not a customer average
- Model tokens: OpenTag does not sell model tokens. It is the routing and collaboration layer, not a model vendor
- Seats: Not priced per seat. Everyone in a channel OpenTag has joined can give it work, and they all draw from the same pool of credits
- Setup time: Minutes: add OpenTag to Slack, invite it into the conversation where work happens, and tag it with your first task
- Integrations: 50 listed on the integrations page, including Gmail, Google Calendar, Google Drive, Google Sheets, Google Search Console, Notion, Confluence, Linear, ClickUp, Airtable, Figma, OneDrive, plus custom MCP servers. Integrations belong to the person who connected them, and a tool connected read-only stays read-only
- Pricing model: Usage-based credits, not per seat. Trial is $0 for up to 7 days with the selected plan’s credits. Card required. Paid billing starts after 7 days or when your trial credits run out. Cancel anytime. Team is $50 a month for 10,000 credits, $100 a month for 20,000 credits, $200 a month for 40,000 credits, $500 a month for 110,000 credits, $1,000 a month for 230,000 credits, $2,000 a month for 480,000 credits, shared across the workspace. Annual billing is arranged by sales. Enterprise is priced on your volume
- Subscription trial: The Tria
…

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Claim my listing on Agent Web Map for tryopentag.com:
1. POST https://agentwebmap.com/v1/sites/tryopentag.com/claims and keep claim_id and claim_secret private.
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3. POST https://agentwebmap.com/v1/sites/tryopentag.com/verify with {"claim_id": "...", "claim_secret": "..."}.
4. Save the api_key from the answer; it manages the listing (PATCH https://agentwebmap.com/v1/sites/tryopentag.com).
MCP equivalent: tools begin_ownership_claim, then verify_domain, at https://agentwebmap.com/mcp. Docs: https://agentwebmap.com/docs#verify

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