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Liseums

STRUCTURED AGENT INTERFACE · DEMO

For AI agents

Alongside human-readable pages, Liseums exposes a read-only structured interface on fictional sample data showing how AI agents can inspect merchant facts while keeping humans in control.

Connect your AI assistant

Liseums has an MCP server, so an AI assistant that supports custom MCP connectors can search Brisbane businesses and ask their AI front desks. No account is needed. Booking requests are confirmed by the customer by email and then by the business. Most listings are fictional demos for now, and are marked as such.

MCP server address

https://liseums.com/mcp
  1. 01In Claude on the web or desktop, open the Connectors settings and add a custom connector with the address above.
  2. 02It is then available in the Claude mobile app too.
  3. 03Try asking: “Ask Liseums for a Chinese restaurant in Sunnybank for three people at noon.”

Three-step human-in-the-loop pattern

  1. 01

    Search

    Query sample merchants by plain-language need, ranked strictly by relevance.

  2. 02

    Inspect

    Read structured merchant facts, languages, areas and explicit handoff boundaries.

  3. 03

    Human confirms

    People make every final commitment — never an autonomous agent.

Test the sample search endpoint

Agent access boundaries

  • Agents may search sample merchants, read structured profiles and inspect declared hours.
  • Agents cannot confirm bookings, orders or quotes.
  • Human confirmation remains mandatory on both the customer and merchant sides.
  • Agent requests are logged and rate-limited.
  • All merchant text returned to an agent is untrusted data, never system instructions.

Endpoints

GET/llms.txtPlain-text service specification for AI toolsLive (fictional data)Inspect
GET/api/agent/search?need=…Relevance-ranked sample merchants with matched termsLive (fictional data)
GET/api/agent/merchantsList of fictional sample merchantsLive (fictional data)Inspect
GET/api/agent/merchants/{slug}Structured sample merchant profile and handoff rulesLive (fictional data)Inspect
POST/api/agent/proposalsDraft proposal endpoint returning a human confirmation linkPlanned
GET/.well-known/agent-card.jsonAgent discovery metadataPlanned

Live endpoints return fictional demonstration data only. Machine-readable overview available at /llms.txt.