LEOR AI展台设计 Agent

Server Details

AI booth design, floor-plan redraw, graphic design, model rendering, and LEOR project storage.

Glama couldn't complete the latest health check. If this server requires authentication, missing or expired test credentials may be the cause. A test profile lets Glama authenticate for health checks and discover tools; it is separate from your personal connections.

If you are the author, claim ownership, then add or update a test profile under Admin → Test Profile.

Status: Unhealthy
Uptime: 0.0% over 37 days
OAuth: Works in Glama
Last Tested: 2026-09-23 08:24
Transport: Streamable HTTP
URL

TDQS

A4/5.0

Scored 2026-07-04 03:01 across 23 tools

Disambiguation5/5

Each tool has a clearly distinct purpose, whether it's generating a new booth, evolving an existing one, creating specific poster styles, or managing account status. Even paired tools (e.g., generate_booth_directions vs. evolve_booth_image) have well-defined boundaries, and 'with_image' variants handle image upload separately without overlap.

Naming Consistency5/5

All tool names follow a consistent verb_noun pattern in snake_case (e.g., generate_booth_directions, evolve_booth_image, search_inspiration_gallery). There are no mixed conventions like camelCase or inconsistent verb choices.

Tool Count5/5

23 tools is appropriate for a comprehensive booth design assistant. The count covers account management, inspiration search, multiple generation types (booth, posters, storyboard, material board, view angles), and preflight checks, all within a single domain without unnecessary tools.

Completeness5/5

The tool set covers the full lifecycle of booth design from inspiration and account setup through generation, evolution, and multiple output formats (posters, storyboards, material boards, view angles). Obvious gaps like project deletion or listing are not critical for the stated core purpose of design generation.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

25 tool updatesJul 16, 2026

Addedcreate_leor_project

Changedevolve_booth_image1 field changed

changedInput schema / properties / projectId / description

Previous value: -"Optional LEOR project id."New value: +"Required existing LEOR project id."

Changedevolve_booth_image_with_image2 fields changed

changedInput schema / properties / projectId / description

Previous value: -"Optional existing LEOR project id."New value: +"Required existing LEOR project id. Generation never creates a project automatically."

removedInput schema / properties / projectName

Removed value: -{
-  "description": "Optional project name. If omitted, LEOR uses the user agent project.",
-  "type": "string"
-}

Changedgenerate_booth_directions27 fields changed

changedInput schema / properties / additionalNotes / description

Previous value: -"材质 & 细节补充 from the LEOR left sidebar: materials, functional zones, product display, meeting area, storage, screen, reception, and other details."New value: +"Other effect-image requirements not already covered."

changedInput schema / properties / boothShape / description

Previous value: -"展位造型描述 from the LEOR left sidebar: facade, canopy, silhouette, spatial structure, or visual form."New value: +"Current left-sidebar 展位造型 field: overall booth skeleton/silhouette plus any special local visual memory point."

changedInput schema / properties / count / description

Previous value: -"Agent/MCP generation count. Must be 1. Multi-image generation is not enabled for Agent/MCP."New value: +"Exact user-confirmed batch image count. Must be within current available concurrency."

removedInput schema / properties / countConfirmed

Removed value: -{
-  "description": "Deprecated compatibility field. It does not enable multi-image generation in Agent/MCP.",
-  "type": "boolean"
-}

addedInput schema / properties / floorPlanDecision

Added value: +{
+  "description": "Explicit floor-plan decision: provided/uploaded or no floor plan for now.",
+  "type": "string"
+}

addedInput schema / properties / floorPlanDescription

Added value: +{
+  "description": "Optional floor-plan orientation, wall/opening, circulation, and zoning instructions.",
+  "type": "string"
+}

addedInput schema / properties / floorPlanImageBase64

Added value: +{
+  "description": "Optional floor-plan image data URL attached in the current agent conversation. JPG/PNG/WEBP only, max 25MB.",
+  "type": "string"
+}

addedInput schema / properties / floorPlanImageUrl

Added value: +{
+  "description": "Optional floor-plan image URL. It is a spatial constraint, not a visual style reference.",
+  "type": "string"
+}

addedInput schema / properties / floorPlanSummary

Added value: +{
+  "description": "Optional concise floor-plan layout summary.",
+  "type": "string"
+}

addedInput schema / properties / functionalZones

Added value: +{
+  "description": "Functional zones and display requirements.",
+  "type": "string"
+}

addedInput schema / properties / lightingDescription

Added value: +{
+  "description": "Lighting atmosphere/key-light direction or explicit AI recommendation.",
+  "type": "string"
+}

addedInput schema / properties / localFeatures

Added value: +{
+  "description": "Compatibility-only special local memory point; current website displays it together with boothShape.",
+  "type": "string"
+}

changedInput schema / properties / logoAsked / description

Previous value: -"True only after you explicitly asked whether the user has a logo."New value: +"Conversation tracking only: true after you asked whether the user has a logo. This alone does not satisfy logoDecision; wait for the user to provide one or explicitly say no/not now."

addedInput schema / properties / logoDescription

Added value: +{
+  "description": "Optional Logo placement instruction from the current website sidebar.",
+  "type": "string"
+}

addedInput schema / properties / materialDescription

Added value: +{
+  "description": "Material direction or explicit AI recommendation.",
+  "type": "string"
+}

removedInput schema / properties / multiImageConfirmed

Removed value: -{
-  "description": "Deprecated compatibility field. It does not enable multi-image generation in Agent/MCP.",
-  "type": "boolean"
-}

addedInput schema / properties / noFloorPlanConfirmed

Added value: +{
+  "description": "True only when the user explicitly says there is no floor plan for now.",
+  "type": "boolean"
+}

addedInput schema / properties / productInfo

Added value: +{
+  "description": "Product selling points, display method, visitor interaction, or brand temperament. Required before first paid booth generation.",
+  "type": "string"
+}

changedInput schema / properties / projectId / description

Previous value: -"Optional existing LEOR project id."New value: +"Required existing LEOR project id."

removedInput schema / properties / projectName

Removed value: -{
-  "description": "Optional project name for generated assets.",
-  "type": "string"
-}

changedInput schema / properties / referenceImageAsked / description

Previous value: -"True only after you explicitly asked whether the user has a reference image."New value: +"Conversation tracking only: true after you asked whether the user has a reference image. This alone does not satisfy referenceImageDecision; wait for the user to provide one or explicitly say no/not now."

addedInput schema / properties / referenceImageDescription

Added value: +{
+  "description": "What visual element to learn from the single reference image.",
+  "type": "string"
+}

addedInput schema / properties / referenceImages

Added value: +{
+  "description": "Up to three current-sidebar reference images with descriptions.",
+  "items": {
+    "additionalProperties": false,
+    "properties": {
+      "dataUrl": {
+        "description": "Optional JPG/PNG/WEBP data URL from the attached image.",
+        "type": "string"
+      },
+      "description": {
+        "description": "What visual element to learn from this reference image.",
+        "type": "string"
+      },
+      "label": {
+        "description": "Alias of description.",
+        "type": "string"
+      },
+      "url": {
+        "description": "Optional HTTPS image URL.",
+        "type": "string"
+      }
+    },
+    "type": "object"
+  },
+  "maxItems": 3,
+  "type": "array"
+}

addedInput schema / properties / structureDecision

Added value: +{
+  "description": "Explicit construction decision: one website option or AI 智能推荐.",
+  "type": "string"
+}

addedInput schema / properties / structureType

Added value: +{
+  "description": "Optional public LEOR construction structure value.",
+  "type": "string"
+}

addedInput schema / properties / viewpoint

Added value: +{
+  "description": "Optional initial generation viewpoint selected by the user. LEOR treats an explicit selection as locked.",
+  "type": "string"
+}

addedInput schema / properties / viewpointDecision

Added value: +{
+  "description": "Explicit first-viewpoint decision: 正面平视, 左前45°, 右前45°, or AI 智能推荐.",
+  "type": "string"
+}

Addedgenerate_design_thinking
Addedgenerate_design_thinking_with_image

Changedgenerate_everything_to_booth2 fields changed

changedInput schema / properties / projectId / description

Previous value: -"Optional LEOR project id. Pass it when LEOR returned one so the result is saved in that project."New value: +"Required existing LEOR project id. Generation never creates a project automatically."

removedInput schema / properties / projectName

Removed value: -{
-  "description": "Optional project name for generated assets.",
-  "type": "string"
-}

Changedgenerate_everything_to_booth_with_image2 fields changed

changedInput schema / properties / projectId / description

Previous value: -"Optional existing LEOR project id."New value: +"Required existing LEOR project id. Generation never creates a project automatically."

removedInput schema / properties / projectName

Removed value: -{
-  "description": "Optional project name. If omitted, LEOR uses the user agent project.",
-  "type": "string"
-}

Changedgenerate_glass_poster2 fields changed

changedInput schema / properties / projectId / description

Previous value: -"Optional LEOR project id. Pass it when LEOR returned one so the result is saved in that project."New value: +"Required existing LEOR project id. Generation never creates a project automatically."

removedInput schema / properties / projectName

Removed value: -{
-  "description": "Optional project name for generated assets.",
-  "type": "string"
-}

Changedgenerate_glass_poster_with_image2 fields changed

changedInput schema / properties / projectId / description

Previous value: -"Optional existing LEOR project id."New value: +"Required existing LEOR project id. Generation never creates a project automatically."

removedInput schema / properties / projectName

Removed value: -{
-  "description": "Optional project name. If omitted, LEOR uses the user agent project.",
-  "type": "string"
-}

Changedgenerate_material_board2 fields changed

changedInput schema / properties / projectId / description

Previous value: -"Optional LEOR project id. Pass it when LEOR returned one so the result is saved in that project."New value: +"Required existing LEOR project id. Generation never creates a project automatically."

removedInput schema / properties / projectName

Removed value: -{
-  "description": "Optional project name for generated assets.",
-  "type": "string"
-}

Changedgenerate_material_board_with_image2 fields changed

changedInput schema / properties / projectId / description

Previous value: -"Optional existing LEOR project id."New value: +"Required existing LEOR project id. Generation never creates a project automatically."

removedInput schema / properties / projectName

Removed value: -{
-  "description": "Optional project name. If omitted, LEOR uses the user agent project.",
-  "type": "string"
-}

Changedgenerate_minimal_poster2 fields changed

changedInput schema / properties / projectId / description

Previous value: -"Optional LEOR project id. Pass it when LEOR returned one so the result is saved in that project."New value: +"Required existing LEOR project id. Generation never creates a project automatically."

removedInput schema / properties / projectName

Removed value: -{
-  "description": "Optional project name for generated assets.",
-  "type": "string"
-}

Changedgenerate_minimal_poster_with_image2 fields changed

changedInput schema / properties / projectId / description

Previous value: -"Optional existing LEOR project id."New value: +"Required existing LEOR project id. Generation never creates a project automatically."

removedInput schema / properties / projectName

Removed value: -{
-  "description": "Optional project name. If omitted, LEOR uses the user agent project.",
-  "type": "string"
-}

Addedgenerate_same_style_redesign
Addedgenerate_same_style_redesign_with_image
Addedgenerate_smart_poster
Addedgenerate_smart_poster_with_image

Changedgenerate_storyboard2 fields changed

changedInput schema / properties / projectId / description

Previous value: -"Optional LEOR project id. Pass it when LEOR returned one so the result is saved in that project."New value: +"Required existing LEOR project id. Generation never creates a project automatically."

removedInput schema / properties / projectName

Removed value: -{
-  "description": "Optional project name for generated assets.",
-  "type": "string"
-}

Changedgenerate_storyboard_with_image2 fields changed

changedInput schema / properties / projectId / description

Previous value: -"Optional existing LEOR project id."New value: +"Required existing LEOR project id. Generation never creates a project automatically."

removedInput schema / properties / projectName

Removed value: -{
-  "description": "Optional project name. If omitted, LEOR uses the user agent project.",
-  "type": "string"
-}

Changedgenerate_trend_poster2 fields changed

changedInput schema / properties / projectId / description

Previous value: -"Optional LEOR project id. Pass it when LEOR returned one so the result is saved in that project."New value: +"Required existing LEOR project id. Generation never creates a project automatically."

removedInput schema / properties / projectName

Removed value: -{
-  "description": "Optional project name for generated assets.",
-  "type": "string"
-}

Changedgenerate_trend_poster_with_image2 fields changed

changedInput schema / properties / projectId / description

Previous value: -"Optional existing LEOR project id."New value: +"Required existing LEOR project id. Generation never creates a project automatically."

removedInput schema / properties / projectName

Removed value: -{
-  "description": "Optional project name. If omitted, LEOR uses the user agent project.",
-  "type": "string"
-}

Changedgenerate_view_angle2 fields changed

changedInput schema / properties / projectId / description

Previous value: -"Optional existing LEOR project id."New value: +"Required existing LEOR project id."

removedInput schema / properties / projectName

Removed value: -{
-  "description": "Optional project name for generated assets.",
-  "type": "string"
-}

Addedlist_leor_projects

Changedprepare_leor_generation27 fields changed

changedInput schema / properties / additionalNotes / description

Previous value: -"材质 & 细节补充 from the LEOR left sidebar: materials, functional zones, product display, meeting area, storage, screen, reception, and other details."New value: +"Other effect-image requirements not already covered."

changedInput schema / properties / boothShape / description

Previous value: -"展位造型描述 from the LEOR left sidebar: facade, canopy, silhouette, spatial structure, or visual form."New value: +"Current left-sidebar 展位造型 field: overall booth skeleton/silhouette plus any special local visual memory point."

changedInput schema / properties / count / description

Previous value: -"Agent/MCP generation count. Must be 1. Multi-image generation is not enabled for Agent/MCP."New value: +"Exact batch image count requested by the user. Must be within current available concurrency."

removedInput schema / properties / countConfirmed

Removed value: -{
-  "description": "Deprecated compatibility field. It does not enable multi-image generation in Agent/MCP.",
-  "type": "boolean"
-}

addedInput schema / properties / floorPlanDecision

Added value: +{
+  "description": "Explicit floor-plan decision: provided/uploaded or no floor plan for now.",
+  "type": "string"
+}

addedInput schema / properties / floorPlanDescription

Added value: +{
+  "description": "Optional floor-plan orientation, wall/opening, circulation, and zoning instructions.",
+  "type": "string"
+}

addedInput schema / properties / floorPlanImageBase64

Added value: +{
+  "description": "Optional floor-plan image data URL attached in the current agent conversation. JPG/PNG/WEBP only, max 25MB.",
+  "type": "string"
+}

addedInput schema / properties / floorPlanImageUrl

Added value: +{
+  "description": "Optional floor-plan image URL. It is a spatial constraint, not a visual style reference.",
+  "type": "string"
+}

addedInput schema / properties / floorPlanSummary

Added value: +{
+  "description": "Optional concise floor-plan layout summary.",
+  "type": "string"
+}

addedInput schema / properties / functionalZones

Added value: +{
+  "description": "Functional zones and display requirements.",
+  "type": "string"
+}

changedInput schema / properties / intendedTool / description

Previous value: -"Paid LEOR tool name to check, for example generate_booth_directions, evolve_booth_image, generate_everything_to_booth, generate_view_angle, generate_storyboard, generate_material_board, generate_trend_poster, generate_minimal_poster, or generate_glass_poster."New value: +"Paid LEOR tool name to check, for example generate_booth_directions, evolve_booth_image, generate_everything_to_booth, generate_view_angle, generate_storyboard, generate_material_board, generate_design_thinking, generate_same_style_redesign, or generate_smart_poster."

addedInput schema / properties / lightingDescription

Added value: +{
+  "description": "Lighting atmosphere/key-light direction or explicit AI recommendation.",
+  "type": "string"
+}

addedInput schema / properties / localFeatures

Added value: +{
+  "description": "Compatibility-only special local memory point; current website displays it together with boothShape.",
+  "type": "string"
+}

changedInput schema / properties / logoAsked / description

Previous value: -"True only after you explicitly asked whether the user has a logo."New value: +"Conversation tracking only: true after you asked whether the user has a logo. This alone does not satisfy logoDecision; wait for the user to provide one or explicitly say no/not now."

addedInput schema / properties / logoDescription

Added value: +{
+  "description": "Optional Logo placement instruction from the current website sidebar.",
+  "type": "string"
+}

addedInput schema / properties / materialDescription

Added value: +{
+  "description": "Material direction or explicit AI recommendation.",
+  "type": "string"
+}

removedInput schema / properties / multiImageConfirmed

Removed value: -{
-  "description": "Deprecated compatibility field. It does not enable multi-image generation in Agent/MCP.",
-  "type": "boolean"
-}

addedInput schema / properties / noFloorPlanConfirmed

Added value: +{
+  "description": "True only when the user explicitly says there is no floor plan for now.",
+  "type": "boolean"
+}

addedInput schema / properties / productInfo

Added value: +{
+  "description": "Product selling points, display method, visitor interaction, or brand temperament.",
+  "type": "string"
+}

addedInput schema / properties / projectId

Added value: +{
+  "description": "Existing LEOR project id selected by the user.",
+  "type": "string"
+}

changedInput schema / properties / referenceImageAsked / description

Previous value: -"True only after you explicitly asked whether the user has a reference image."New value: +"Conversation tracking only: true after you asked whether the user has a reference image. This alone does not satisfy referenceImageDecision; wait for the user to provide one or explicitly say no/not now."

addedInput schema / properties / referenceImageDescription

Added value: +{
+  "description": "What visual element to learn from the single reference image.",
+  "type": "string"
+}

addedInput schema / properties / referenceImages

Added value: +{
+  "description": "Up to three current-sidebar reference images with descriptions.",
+  "items": {
+    "additionalProperties": false,
+    "properties": {
+      "dataUrl": {
+        "description": "Optional JPG/PNG/WEBP data URL from the attached image.",
+        "type": "string"
+      },
+      "description": {
+        "description": "What visual element to learn from this reference image.",
+        "type": "string"
+      },
+      "label": {
+        "description": "Alias of description.",
+        "type": "string"
+      },
+      "url": {
+        "description": "Optional HTTPS image URL.",
+        "type": "string"
+      }
+    },
+    "type": "object"
+  },
+  "maxItems": 3,
+  "type": "array"
+}

addedInput schema / properties / structureDecision

Added value: +{
+  "description": "Explicit construction decision: one website option or AI 智能推荐.",
+  "type": "string"
+}

addedInput schema / properties / structureType

Added value: +{
+  "description": "Optional public LEOR construction structure value.",
+  "type": "string"
+}

addedInput schema / properties / viewpoint

Added value: +{
+  "description": "Optional initial generation viewpoint selected by the user.",
+  "type": "string"
+}

addedInput schema / properties / viewpointDecision

Added value: +{
+  "description": "Explicit first-viewpoint decision: 正面平视, 左前45°, 右前45°, or AI 智能推荐.",
+  "type": "string"
+}

2 tool updatesJul 5, 2026

Changedgenerate_booth_directions5 fields changed

changedInput schema / properties / depth / description

Previous value: -"Booth depth in meters. If unknown, default to 6 for first exploration."New value: +"Booth depth in meters. Required before first paid booth generation; do not silently default it."

changedInput schema / properties / height / description

Previous value: -"Booth height in meters. If unknown, default to 4 for small/medium booths."New value: +"Booth height/height limit in meters. Required before first paid booth generation; do not silently default it."

addedInput schema / properties / logoDecision

Added value: +{
+  "description": "Explicit logo decision in user language, for example 用户已确认暂时没有 LOGO, or 用户已上传 LOGO. Alias for logoAsked/noLogoConfirmed when the agent cannot use booleans reliably.",
+  "type": "string"
+}

addedInput schema / properties / referenceImageDecision

Added value: +{
+  "description": "Explicit reference-image decision in user language, for example 用户已确认暂时没有参考图, or 用户已选择灵感广场参考图. Alias for referenceImageAsked/noReferenceConfirmed when the agent cannot use booleans reliably.",
+  "type": "string"
+}

changedInput schema / properties / width / description

Previous value: -"Booth width in meters. If unknown, default to 6 for first exploration."New value: +"Booth width in meters. Required before first paid booth generation; do not silently default it."

Changedprepare_leor_generation2 fields changed

addedInput schema / properties / logoDecision

Added value: +{
+  "description": "Explicit logo decision in user language, for example 用户已确认暂时没有 LOGO, or 用户已上传 LOGO. Alias for logoAsked/noLogoConfirmed when the agent cannot use booleans reliably.",
+  "type": "string"
+}

addedInput schema / properties / referenceImageDecision

Added value: +{
+  "description": "Explicit reference-image decision in user language, for example 用户已确认暂时没有参考图, or 用户已选择灵感广场参考图. Alias for referenceImageAsked/noReferenceConfirmed when the agent cannot use booleans reliably.",
+  "type": "string"
+}

23 tool updatesJul 3, 2026
- First observedconnect_leor_account
- First observedevolve_booth_image
- First observedevolve_booth_image_with_image
- First observedgenerate_booth_directions
- First observedgenerate_everything_to_booth
- First observedgenerate_everything_to_booth_with_image
- First observedgenerate_glass_poster
- First observedgenerate_glass_poster_with_image
- First observedgenerate_material_board
- First observedgenerate_material_board_with_image
- First observedgenerate_minimal_poster
- First observedgenerate_minimal_poster_with_image
- First observedgenerate_storyboard
- First observedgenerate_storyboard_with_image
- First observedgenerate_trend_poster
- First observedgenerate_trend_poster_with_image
- First observedgenerate_view_angle
- First observedget_generation_result
- First observedget_inspiration_item
- First observedget_leor_account_status
- First observedget_leor_agent_status
- First observedprepare_leor_generation
- First observedsearch_inspiration_gallery

Related MCP Connectors

ImmoStage Virtual Staging AOAuth
io.github.LarryWalkerDEV
AI virtual staging for real estate — stage rooms, beautify floor plans, classify images.
Image & Video Processing Real Estate Marketing
23
Roomproof A
com.getroomproof
Room planning to scale from your AI: it places furniture, Roomproof checks walkways and door swings.
Design Tools
91
Brainiall Image A
com.brainiall
Background removal, upscaling, face restore, document OCR, table extraction, visual understanding.
Image & Video Processing AI & Machine Learning
101
IntangibleOAuth
ai.intangible
Build 3D scenes, place cameras and render shots. Previs, storyboards, set design, product and CAD.
Design Tools Image & Video Processing
1

Related MCP Servers

ImmoStage Virtual Staging MCP
Real Estate AI & Machine Learning Image & Video Processing
LarryWalkerDEV
A
license
Not graded
quality
D
maintenance
AI-powered virtual staging for real estate professionals: stage empty rooms with photorealistic furniture, beautify floor plans into 3D renders, classify rooms, generate German property descriptions, and get style recommendations.
Updated 2 months ago (2026-08-05 08:37 UTC)
3
MIT
WalkMyPlan MCP Server
Design Tools
yaniv-fink
A
license
Not graded
quality
C
maintenance
Enables users to create and edit 3D floor plans conversationally, describing rooms and layouts or uploading DWG/PDF drawings, then view them in 2D/3D via a live link.
Updated a month ago (2026-08-12 12:20 UTC)
3
MIT
Atelier
Design Tools Autonomous Agents
lebac-svg
A
license
Not graded
quality
A
maintenance
Converts spoken descriptions into standards-compliant floor plans and furnished 3D models, enabling real-time collaborative editing through a live browser editor with Claude AI.
Updated 2 months ago (2026-07-14 16:13 UTC)
6 npm
Apache 2.0
22B Interior Planning Master
AI & Machine Learning Design Tools
sinmb79
A
license
Not graded
quality
D
maintenance
Enables interior planning for Korean apartments by converting natural language briefs into floorplans, estimates, quotes, proposals, schedules, and AI-generated renders.
Updated 6 months ago (2026-04-03 07:57 UTC)
MIT