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ALAMAT / MCP FOR AI APPLICATIONS

Give your agent
a way to arrive.

One address. A location investigation. An arrival brief your application can use.

Alamat brings address search, local context and road directions into one workflow. Connect your AI application through the private MCP beta to investigate a Malaysian public place.

MCP beta · Private authenticated connection
ONE CONNECTION, ONE INVESTIGATION

Your application asks.
Alamat does the groundwork.

MCP — Model Context Protocol — connects AI applications to external tools. The beta tool returns public-place findings, sources and uncertainty through a private GCP connection.

About the MCP standard (opens in a new tab)
INVESTIGATE_ADDRESSPrivate beta tool
investigate_address({
  address: "Masjid Jamek, Kuala Lumpur",
  purpose: "public_place_beta",
  approved: true
})
RETURNS WHEN AVAILABLE
  • Proposed public-place location and map link
  • Nearby landmark and Street View viewer link
  • Sourced walking route and arrival instructions
  • Missing evidence and unverified endpoint gap

Each call needs the user’s task approval. No public MCP endpoint: connect through the authenticated GCP tunnel at http://localhost:3009/api/mcp using Streamable HTTP. The client receives the sourced findings; its own processing terms apply.

THE ENGINE TODAY

Useful evidence.
Clear limits.

The private preview already investigates supported addresses. A result keeps found evidence separate from an unconfirmed house or entrance.

Address search & map contextPrivate preview
Nearby landmarks & available Street ViewPrivate preview
Road directions & supported 3D map viewPrivate preview
Sign reading & automatic gate matchingPlanned
MCP client connection · public placesPrivate beta

Before you connect.

How do I connect to the MCP beta?

Start the authenticated GCP access tunnel, then connect a Streamable HTTP client to http://localhost:3009/api/mcp on that same computer. The MCP server runs on GCP. No public MCP endpoint or OAuth signup is available. Use only named Malaysian public places; do not send resident addresses or photos. A tool call can incur AIAND and Google usage charges. For stateless cancellation, stop the HTTP request or close the client transport.

Does an investigation confirm the correct house?

It returns evidence and uncertainty. Imagery may be unavailable or out of date, and a road route may stop before the entrance. Saving an Alamat still requires the resident’s house, entrance and approach confirmation.

Does this give an AI application access to private Alamat records?

This introduction creates no record access. The proposed integration focuses on address investigation. A public ALMT identifier alone never authorizes access to a private destination.