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How does Live Ask work?

Live Ask is an optional Worker that retrieves this site's public content and can generate source-grounded summaries through restricted browser and MCP interfaces.

The site starts with static Ask: exact curated questions and related articles work without a model, database, or runtime service. Live Ask is an optional sibling Worker that retrieves the site’s public content and can generate a summary grounded in returned sources.

Its browser interface uses verification, quotas, and rate limits; its MCP interface exposes a restricted ask tool. Live Ask does not provide long-term memory, arbitrary external actions, elicitation, or impersonation of the site owner.

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Connect an agent

Copy the prompt below into your agent. This site exposes an NLWeb v0.55-compatible restricted /ask subset when a Public Ask worker is configured.

Please connect this MCP server: https://ask-demo.refined-x.com/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
  • Health checkConfirm Ask / MCP is online