MNKI
MNKI MCP Server & Architecture AI API — 35 Tools for Claude, Cursor & AI Agents
https://api.mnki.ai) with 35 architectural and engineering tools. Connect Claude Desktop, Claude Web (via OAuth 2.0), Cursor, or your own autonomous agents to generate 4K architectural renders, trace images to DXF CAD, build interactive 3D Sandbox models, run lighting calculations, and deliver client presentations directly into your MNKI Studio workspace.
Last updated: October 21, 2026 · See also MNKI Public REST API Reference
What Connected AI Agents Can Do (35 MCP Tools)
| Tool Domain | Capabilities Exposed via MCP & REST API | Deliverable & Studio Sync |
|---|---|---|
| AI Architectural Rendering & Inpainting | Generate renders across 9 modules (General Render, Architecture Study, 3D Plan, Space Planning, Mood Board, Material Palette, and Inpaint Remove/Add/Replace) using MNG (Gemini) or MNF (Flux). | Full-resolution PNG/JPEG/WebP + deep link to open project in MNKI Studio |
| 2D CAD & Image-to-DXF (CadTrace / EasyCAD) | Convert floor plan images to multi-layer DXF (CadTrace), generate 2D CAD floor plans (MNKICADdesign), inspect layers, and export DXF or scaled PDFs. | Downloadable .dxf / .pdf + one-click edit in MNKI EasyCAD |
| 3D Sandbox Modeling | Create multi-level 3D buildings, place walls, doors, windows and furniture, run sun studies, and export 2D plan/section cuts to DXF and PDF. | Interactive mnki.ai/s/<code> link to open in MNKI 3D Sandbox |
| Lighting & Presentation Decks | Calculate room lighting layouts and generate multi-slide architectural or interior presentation decks (MNKIpresent) in English or RTL Arabic. | Presentation deck & lighting report synced to your MNKI account |
Quick Start: Connect Claude or Cursor
Option A: Remote MCP Connector (OAuth 2.0)
Add the MNKI remote MCP endpoint in Claude Web/Desktop or any OAuth-enabled MCP client and authorize your MNKI account via https://mnki.ai/oauth/consent.
Option B: Local stdio MCP / REST API Key
Generate an API key in your MNKI account settings and configure your MCP client or call https://api.mnki.ai/v1 directly. Full endpoint schemas are documented at mnki.ai/docs.
Frequently asked questions
What is the MNKI MCP server?
The MNKI MCP server is an official Model Context Protocol integration backed by https://api.mnki.ai that exposes 35 architectural and design tools to MCP-compatible AI assistants such as Claude Desktop, Claude Web, Cursor, and custom AI agents.
What can an AI assistant do with MNKI's 35 MCP tools?
Connected AI agents can generate photorealistic architectural renders (MNG & MNF), run targeted inpainting, convert 2D floor plans to 3D, trace images to DXF CAD (CadTrace), generate and edit 2D DXF drawings, build 3D multi-level scenes in MNKI 3D Sandbox, run lighting analysis, generate MNKIpresent client slide decks, and manage Studio projects and credit balances.
How do I authenticate the MNKI MCP server or REST API?
You can authenticate via OAuth 2.0 (using MNKI's consent screen at https://mnki.ai/oauth/consent for web connectors like Claude) or using an MNKI API key generated in your account settings against https://api.mnki.ai/v1.