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What is OpenKuai?

OpenKuai is a customer service agent and analytics system for sales teams. Each rep gets an AI agent on their own WhatsApp business number; agents answer product enquiries with citations, and a human stays the authorising party. It is self-hosted, so customer data stays in-house.


OpenKuai is a customer service agent and analytics system designed to work with both a company’s sales team and the leads and customers that team serves.

Four things, in the order a customer or a rep meets them:

  1. The sales team works where they already work — each rep on their own WhatsApp business number (official Cloud API), formed into human + agent teams.
  2. Customers get answered in the conversation they are already in — a 1:1 thread triggers auto-response and product enquiry from the catalogue.
  3. Every conversation is logged, searchable and reviewable — by humans and agents — through Graph RAG.
  4. Product knowledge maintains itself through agentic tooling that fits the team’s existing tools.

Agents are paired with reps — not a replacement for them — and a human remains the authorising party for anything a customer receives.

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Copy the prompt below into your agent to access OpenKuai via MCP.

Configure ask.mcpUrl in site.config / instance.config to enable MCP.

After connecting, ask in natural language. Does not support /await, promise responses, elicitation, chatgpt_app, arbitrary extension fields, result actions, or long-term memory.

Other machine-readable resources

  • /llms.txtSite entry map for agents to discover articles, FAQ, and API links
  • /openapi.jsonAPI fields and access notes for programmatic clients
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