kamai

Kamai is an AI-powered construction blueprint intelligence platform that automatically extracts quantities, measurements, objects, rooms, walls, and other…

CommunityOnlineNo sign-inGlobalFreeRead-only

What it can do

List Projects: List the authenticated user's Kamai projects (most-recently-modified first).
View Projects: Show the user's Kamai projects and their blueprints as an interactive panel. Use this whenever the user wants to see, browse or pick a project or blueprint.
Get Project: Get one project's details, including its blueprints and processing jobs. Refer to projects and blueprints by name in your replies. Never show a raw id unless the user asks for one.

What data it sees

Do you need an account

No: the server works without sign-in

Kamai is an AI-powered construction blueprint intelligence platform that automatically extracts quantities, measurements, objects, rooms, walls, and other structured data from construction drawings.

Through MCP, you can connect Kamai directly to AI assistants and ask questions about your plans in natural language, generate takeoffs and tables, analyze relationships between building elements, and use blueprint data inside broader estimating, procurement, and construction workflows.

Kamai turns construction drawings into structured, queryable data so AI agents can understand and work with blueprints, not just read them.

How to connect

How to connect kamai to Claude

The server address to paste into Claude settings:

https://kamai.run.tools

Open Claude (claude.ai or the desktop app).
Go to Settings → Connectors.
Click Add custom connector.
Paste the server address copied below into Remote MCP server URL and click Add.
In a chat, click + → Connectors and switch the new connector on.

Custom connectors are available on Free, Pro, Max, Team and Enterprise plans (Free is limited to one). On Team and Enterprise an organization Owner adds the connector first under Organization settings → Connectors.

Authorization

After you click Add, a sign-in window for the service opens. Sign in with your own account and approve access. Claude never sees your password.

How to connect kamai to ChatGPT

The server address to paste into ChatGPT settings:

https://kamai.run.tools

Open ChatGPT in a browser (chatgpt.com). A Plus, Pro, Business, Enterprise or Edu plan is required.
Turn on developer mode once: Settings → Apps → Advanced settings → Developer mode.
Open Settings → Connectors and click Create.
Fill in the form: Name (anything), Description (one line about what the service does), MCP server URL (copy it below).
Under Authentication choose OAuth if the service requires sign-in, otherwise None. Click Create.
In a new chat open + → Apps/Connectors and enable the connector.

OpenAI has renamed this section before (Connectors → Apps/Plugins). If the label differs, search settings for "developer mode". On Business/Enterprise workspaces an admin must allow custom connectors first.

Authorization

On first use ChatGPT opens the service's sign-in window. Sign in and approve access.

How to connect kamai to Cursor

The server address to paste into Cursor settings:

https://kamai.run.tools

Fastest: click Open in Cursor below and confirm the prompt.

Manually:

In Cursor open Settings → Cursor Settings → MCP and click Add new global MCP server.
Paste the JSON copied below into ~/.cursor/mcp.json (per project: .cursor/mcp.json in the repo root).
Save the file. The server appears in the MCP list; authorize it there if asked.

Authorization

If the service needs sign-in, an authorize button appears next to the server in the MCP list.

Server tool list (13)

Raw names from tools/list. Only developers need these.

list_projects	List the authenticated user's Kamai projects (most-recently-modified first).
view_projects	Show the user's Kamai projects and their blueprints as an interactive panel. Use this whenever the user wants to see, browse or pick a project or blueprint.
get_project	Get one project's details, including its blueprints and processing jobs. Refer to projects and blueprints by name in your replies. Never show a raw id unless the user asks for one.
get_blueprint	Get a blueprint's processing state and readiness.
view_blueprint	Display a blueprint page with its take-off shapes drawn on top, as an interactive panel. Use this whenever the user wants to see or look at a blueprint, its rooms, walls or measured areas. Refer to the blueprint and project by name in your replies. Never show a raw id unless the user asks for one.
view_takeoff	Show measured take-off quantities for a blueprint as a sortable table, grouped by Areas / Lines / Objects with per-class counts, areas and lengths. Use this when the user asks about quantities, measurements, areas, how much of something there is, or wants a take-off summary. Refer to the blueprint and project by name in your replies. Never show a raw id unless the user asks for one.
create_project	Create a new Kamai project to hold blueprints.
update_project	Change a project's name or description.
request_blueprint_upload	Step 1 of 2: request a pre-signed URL to upload a blueprint PDF. Returns `file_uuid`, `signed_url`, and `required_headers`. Send an HTTP PUT of the raw file bytes to `signed_url` with exactly the headers in `required_headers`, then call `finalize_blueprint_upload(file_uuid)` to validate the upload and start processing. Uses the user's Default Project when `project_id` is omitted. When telling the user which project the blueprint went to, say `project_name`. Never show a raw project id unless the user asks for it. Called by the upload panel, which PUTs from the widget sandbox.
finalize_blueprint_upload	Step 2 of 2: finalize a blueprint upload started with `request_blueprint_upload`. Call this after PUTting the file to the signed URL. Validates the uploaded file, files it under the project, and starts the processing pipeline. Returns the job_id, the project_id and the project_name. When telling the user where the blueprint landed, use `project_name`, not the id.
view_upload	Open an upload panel where the user can pick a blueprint PDF and watch it process. Use this whenever the user wants to upload, add or import a blueprint.
ingest_blueprint_from_chat	Ingest a blueprint PDF the user attached in this ChatGPT message and start processing. Attach the blueprint PDF to your message, then call this tool. Returns the job_id and project_id; uses the user's Default Project when project_id is omitted. ChatGPT web only.
open_kamai	Open the Kamai app in a panel: browse projects and blueprints, view a plan with its detected rooms, walls and objects, and read the takeoff quantities. Use this when the user wants to see, open or work in Kamai.