Which transport does it use?

MCP over Server-Sent Events: the agent opens a stream on the SSE endpoint and posts JSON-RPC messages on the message endpoint, with responses arriving on the stream.

How is access scoped?

Per connection. The credentials resolve to a user and an organisation, and every subsequent call runs inside that organisation's context, with the same row-level isolation that applies to a human session.

Can an agent move money or message guests?

No. The catalogue records transactions and reads balances, but there is no tool that initiates a payment, changes pricing or writes to a guest. That boundary is in the tool list, not in a prompt that could be argued with.

Is this the same as the AI concierge?

No. The concierge answers guests from the property's knowledge base and is bounded by the stay window. The MCP gateway serves agents acting for the owner. They share the property record and nothing else.

How many tools does tools/list return?

Twelve, and every one of them is implemented — a test asserts the catalogue and the dispatcher cannot drift apart. An earlier version advertised seventeen, five of which did not exist.

Mif MCP server: property management tools for AI agents

Mif exposes a Model Context Protocol gateway over SSE, so an AI agent can read property state, submit meter readings, inspect wallets and record transactions through the same authorised surface a human operator uses. Twelve tools, scoped to the organisation the credentials belong to.

Transport and connection

The gateway speaks MCP over Server-Sent Events. An agent opens a stream on the SSE endpoint and posts JSON-RPC messages back on the message endpoint; the server replies on the stream.

Authorisation happens per connection, not per call: the credentials identify a user and an organisation, and every tool call afterwards runs inside that organisation's context. There is no tool that can reach across organisations, which is enforced at the data layer rather than by the tool's own checks.

MCP over SSE, JSON-RPC 2.0 message format
`initialize` → `tools/list` → `tools/call`, the standard handshake
One organisation per connection, resolved from the credentials
Row-level isolation applies to agent calls exactly as to human ones

What the tools cover

The catalogue is deliberately operational rather than administrative: an agent can answer questions and record facts, but it cannot restructure the account.

search_rentals — public marketplace listings by city, price, rooms, availability
get_properties_list / get_property_details — the organisation's properties
add_property_reading — submit a meter reading
get_bills_history — utility charges over time
get_wallets_balance — balances across the organisation's wallets
create_transaction / get_transactions_history — record and read financial movements
read_analytics — reporting data for the organisation
analyze_purchase_decision — buy-versus-rent comparison for a property
get_wealth_advisor_summary — portfolio-level financial summary
create_project — create a workspace

What an agent can actually do with this

The useful patterns are the ones a person would otherwise do by hand every week: read the month's meter values and file them, answer an owner asking what came in last month, or check whether a property is free on given dates before replying to an enquiry.

What it is not is an autonomous operator. Nothing in the catalogue moves money, changes a price or communicates with a guest — those stay with the person, and that boundary is drawn in the tool list rather than in a prompt.

The guest-facing AI is a separate thing

The MCP gateway is for agents acting on behalf of the owner. The concierge that answers guests is a different surface, grounded in the property's own knowledge base and bounded by the stay window. They share the property record and nothing else — an agent connected over MCP does not see guest conversations, and the concierge cannot call MCP tools.

FAQ & AI KNOWLEDGE

Frequently Asked Questions (FAQ)

A Model Context Protocol gateway that lets an AI agent read and record property, utility and financial data in Mif. It speaks MCP over SSE and exposes twelve tools, all scoped to the organisation the credentials belong to.

Connect an agent to a real property

The first property is free permanently. The MCP gateway unlocks once your organization has a paid (second or later) property. Create an account, add a property and point your agent at the SSE endpoint.

Create a free account