AI Architectures
REMOTE · MCP.AI-ARCHITECTURES.COM
Search ~500 free house plans and have AI-drafted CAD floor plans (DXF, DWG, PDF) drawn and changed.
Available components
Last scanned (6 hours ago)
Scores higher than 79% of remote servers
Reachable. Last reached 5 Nov 2026.
Category Design and Media
How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score → Why this is hard to score →
Endpoint Security80
- The endpoint's TLS certificate is valid, in date, and uses a strong key. View diagnostics → Pass
- No authorisation is required to call this server. Every tool declares its destructiveHint and none is destructive, so open access doesn't expose one. See how to fix → View diagnostics → Partial
- HTTPS is enforced; there's no plaintext access path. View diagnostics → Pass
- The HSTS (Strict-Transport-Security) header is present. View diagnostics → Pass
- DNSSEC check failed: this domain isn't protected by DNSSEC. See how to fix → View diagnostics → Fail
Transport & Reachability100
- Verified streamable-http transport via a live MCP handshake. View diagnostics → Pass
Schema Quality & AI Usability82
- 100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).Pass
- AI-judged instruction clarity (good).Pass
- Context-footprint check failed: tool/resource definitions use about 1529 tokens (~127/item across 12 items; 11 tools + 1 resources), over budget; trim descriptions and params. See how to fix → Fail
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management33
- Stability observed for 10 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage95
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 82% of tool parameters carry a description.Partial
- Structured output schemas are declared (100% of tools); any adoption earns full credit.Pass
Tool Safety100
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- We read all 11 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 13 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
- Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
- Supports UI / widget rendering.Pass
Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 4 Nov 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 27 to 30. That category is still filling its 30-day observation window: 8 days of observed history at the previous scan, 9 at this one. The score rises as the window fills, whether or not the server changes.
- 2 Nov 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 20 to 23. That category is still filling its 30-day observation window: 6 days of observed history at the previous scan, 7 at this one. The score rises as the window fills, whether or not the server changes.
- 31 Oct 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 13 to 17. That category is still filling its 30-day observation window: 4 days of observed history at the previous scan, 5 at this one. The score rises as the window fills, whether or not the server changes.
- 29 Oct 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 7 to 10. That category is still filling its 30-day observation window: 2 days of observed history at the previous scan, 3 at this one. The score rises as the window fills, whether or not the server changes.
- 27 Oct 26 +1
- Stability: unverified → 0.03 ▲ functional
- 26 Oct 26 74
First indexed and scored.
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 5 Nov 2026 · Probed https://mcp.ai-architectures.com/mcp
TLS valid
Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .
| Subject | Issuer | Valid from | Valid until | Key | Signature | Serial |
|---|---|---|---|---|---|---|
| CN=mcp.ai-architectures.com | CN=YR2,O=Let's Encrypt,C=US | 25 Oct 2026 | 23 Jan 2027 | RSA 2048 | SHA256-RSA | 52596bd6cc0966c7a7a58175b9ae609dbac |
| SANs: mcp.ai-architectures.com | ||||||
| CN=YR2,O=Let's Encrypt,C=US (CA) | CN=Root YR,O=ISRG,C=US | 3 Sept 2025 | 2 Sept 2028 | RSA 2048 | SHA256-RSA | 4ebd24947e24d394802d84a52fd5b319 |
| CN=Root YR,O=ISRG,C=US (CA) | CN=ISRG Root X1,O=Internet Security Research Group,C=US | 13 May 2026 | 2 Sept 2032 | RSA 4096 | SHA256-RSA | f24b6d17f9d9ad7cb1c9fea78782699f |
Background: What to check on a remote MCP endpoint →
DNSSEC insecure
Validation of mcp.ai-architectures.com. — Not signed
| Zone | DS | Keys | Algorithms | Outcome |
|---|---|---|---|---|
| . | trust_anchor | 20326, 38696 | 8, 8 | Verified |
| com. | present | 19718 | 13 | Verified |
| ai-architectures.com. | absent | Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation |
Authentication No authorisation required
The endpoint answered without asking for a token. Anyone who knows the URL can reach it.
| Result | No authorisation required |
|---|---|
| HTTP status | 200 |
| Header | Value |
|---|---|
| strict-transport-security | max-age=63072000; includeSubDomains |
| content-security-policy | default-src 'self'; script-src 'self' 'unsafe-inline' https://js.stripe.com https://accounts.google.com https://appleid.cdn-apple.com https://t.myclawn.com; style-src 'self' 'unsafe-inline' https://accounts.google.com; img-src 'self' data: blob: https://storage.googleapis.com https://*.googleusercontent.com; font-src 'self' data:; connect-src 'self' https://api.20.vision https://storage.googleapis.com https://accounts.google.com https://t.myclawn.com https://api.stripe.com; frame-src https://js.stripe.com https://*.stripe.com https://m.stripe.network https://accounts.google.com; worker-src 'self' blob:; object-src 'none'; base-uri 'self'; form-action 'self'; frame-ancestors 'none' |
| x-content-type-options | nosniff |
| x-frame-options | DENY |
| referrer-policy | strict-origin-when-cross-origin |
| permissions-policy | camera=(), microphone=(), geolocation=() |
Background: How OAuth 2.1 works in the 2026 MCP spec →
Transports 2 probes
| Transport | URL | Outcome | Status | Location |
|---|---|---|---|---|
| streamable-http | https://mcp.ai-architectures.com/mcp | Verified | 200 | |
| http (plaintext) | http://mcp.ai-architectures.com/mcp | HTTPS enforced | 308 | https://mcp.ai-architectures.com/mcp |
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →
change_cad_drawing Change a CAD drawing ~124
Use this when the user asks to change one of their CAD drawings in words ("make the kitchen 4.2 m wide", "move the garage to the left", "add a window to bedroom 2"). The drafter makes the change as a new version (earlier versions stay in the studio). Spends credits from the user's AI Architectures account (usually 60 to 600 per change). Then call get_cad_drawing.
| Name | Type | Req | Description |
|---|---|---|---|
| change | string | yes | What should change, in the user's words. |
| drawing_id | string | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| kind | string | yes | – |
No examples provided.
get_cad_drawing Get a CAD drawing ~141
Use this to check a drawing started with start_cad_drawing (or one of list_my_cad_drawings): status, what the drafter says, room names, a preview image, the studio link and, when the account allows, DXF, DWG and PDF download links (valid for 10 minutes; call again for fresh ones). While it is still drawing this waits up to wait_seconds for it to finish.
| Name | Type | Req | Description |
|---|---|---|---|
| drawing_id | string | yes | The id from start_cad_drawing or list_my_cad_drawings. |
| wait_seconds | integer | – | How long to wait for a running drawing to finish before answering. |
| Name | Type | Req | Description |
|---|---|---|---|
| kind | string | yes | – |
No examples provided.
get_credit_balance Get credit balance ~32
Use this when the user asks how many AI Architectures credits their account has left before starting or changing a drawing.
Input schema present but exposes no named parameters.
| Name | Type | Req | Description |
|---|---|---|---|
| kind | string | yes | – |
No examples provided.
get_design_tool_link Link to an AI Architectures design tool ~118
Use this when the user wants something AI Architectures does on its website from a photo or image: a remodel preview on a photo of their own home, a photoreal render from a sketch or model view, a render from a description, virtual staging, a listing photo kit, a clean floor plan image from a sketch or scan, a CAD drawing from a sketch, or before/after examples. Returns the page that does it; the user uploads the photo there.
| Name | Type | Req | Description |
|---|---|---|---|
| task | string | yes | What the user wants to do. |
| Name | Type | Req | Description |
|---|---|---|---|
| kind | string | yes | – |
No examples provided.
get_house_plan Get a house plan ~65
Use this to show one house plan from search_house_plans in detail: description, every floor plan image and all free download links (PDF plan set, DXF per level, IFC, GLB).
| Name | Type | Req | Description |
|---|---|---|---|
| slug | string | yes | The plan slug from search_house_plans. |
| Name | Type | Req | Description |
|---|---|---|---|
| kind | string | yes | – |
No examples provided.
get_profile Get profile ~43
Return the AI Architectures account behind this connection. The opaque id is the account id, unique and unchanged across token refresh, reconnection and changes to the email or name.
Input schema present but exposes no named parameters.
| Name | Type | Req | Description |
|---|---|---|---|
| string | – | Email address for display; not used as the profile identity. | |
| id | string | yes | Opaque, stable AI Architectures account id. |
| name | string | – | Display name for the authenticated profile. |
| nickname | string | – | A useful label that helps users distinguish connected profiles. |
No examples provided.
list_my_cad_drawings List my CAD drawings ~56
Use this when the user asks about their own drawings in the Plan Chat CAD studio. Lists them newest first with id, title, number of versions and whether one is being drawn now.
| Name | Type | Req | Description |
|---|---|---|---|
| limit | integer | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| kind | string | yes | – |
No examples provided.
prepare_cad_drawing_link Prepare a CAD studio link ~117
Use this when the user wants a floor plan drawn as CAD (DXF/DWG) but is not signed in to an AI Architectures account here, or prefers to continue on the website, or wants to attach a sketch there. Returns a link that opens the Plan Chat CAD studio with the request already typed in; nothing is drawn or charged until the user presses send on the site.
| Name | Type | Req | Description |
|---|---|---|---|
| brief | string | yes | The building in the user's words: type, rooms, sizes, storeys, plot. Any language. |
| Name | Type | Req | Description |
|---|---|---|---|
| kind | string | yes | – |
No examples provided.
search_house_plans Search free house plans ~270
Use this when the user wants ready-made house plans, floor plan ideas or downloadable plans (for example "3 bedroom ranch under 2,000 sq ft", "small ADU", "barndominium"). Searches a library of about 500 free house plans by AI Architectures, each with a floor plan image, room sizes and free PDF, DXF, IFC and GLB downloads. Returns plan cards with links to the plan page and to change the plan in the CAD studio. Filters are optional; leave out what the user did not ask for.
| Name | Type | Req | Description |
|---|---|---|---|
| bathrooms | number | – | Minimum number of bathrooms. |
| bedrooms | integer | – | Exact number of bedrooms (0 = studio). |
| garage | boolean | – | true = only plans with a garage, false = only without. |
| limit | integer | – | – |
| max_sqft | integer | – | Largest living area in square feet. |
| min_sqft | integer | – | Smallest living area in square feet (1 m² = 10.76 sq ft). |
| query | string | – | Style or type words, e.g. "modern farmhouse", "ranch", "ADU", "barndominium", "narrow lot", "30x40". |
| stories | integer | – | Number of storeys. |
| Name | Type | Req | Description |
|---|---|---|---|
| kind | string | yes | – |
No examples provided.
show_community_cad_drawings Show community CAD drawings ~113
Use this when the user wants to see what the AI drafter draws, or examples of AI-made CAD floor plans. Lists published drawings from the Plan Chat CAD studio (real, unretouched output), each with a preview, the brief it was drawn from, a free DXF download and a link to draw a similar one.
| Name | Type | Req | Description |
|---|---|---|---|
| limit | integer | – | – |
| query | string | – | Optional words to filter by, e.g. "townhouse", "office", "3 bedrooms". |
| Name | Type | Req | Description |
|---|---|---|---|
| kind | string | yes | – |
No examples provided.
start_cad_drawing Start a CAD drawing ~282
Use this when the user asks to draw or design a floor plan as a real CAD drawing and wants it made now. The AI drafter of the Plan Chat CAD studio draws a layered, dimensioned plan (walls, doors, windows, furniture, dimensions, room names and areas) from the description and, if attached, a sketch or photo of a plan. Needs the user's AI Architectures account and spends credits from it (usually 700 to 1,800 credits per drawing; get_credit_balance shows the balance). Drawing takes 1 to 5 minutes; then call get_cad_drawing with the returned drawing_id. Confirm the brief with the user before starting.
| Name | Type | Req | Description |
|---|---|---|---|
| brief | string | yes | The building: type, rooms with sizes if known, storeys, overall size or plot, style. Any language. With a sketch, say what it shows. |
| sketch | object | – | A sketch, photo or screenshot of a floor plan the user attached in the chat. |
| sketch_url | string | – | Optional https URL of a sketch, photo or screenshot of a floor plan (JPG, PNG, WebP, HEIC; up to 15 MB), if no file was attached. |
| units | string | – | m = metres and m², ft = feet-inches and sq ft. Use ft for US users. |
| Name | Type | Req | Description |
|---|---|---|---|
| kind | string | yes | – |
No examples provided.
How do I install the AI Architectures MCP server?
AI Architectures is a hosted endpoint at https://mcp.ai-architectures.com/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.
remote · mcp.ai-architectures.com
claude mcp add --transport http com-ai-architectures-mcp 'https://mcp.ai-architectures.com/mcp'
What is the AI Architectures MCP server?
AI Architectures is an MCP server listed in the public MCP registry as com.ai-architectures/mcp. Search ~500 free house plans and have AI-drafted CAD floor plans (DXF, DWG, PDF) drawn and changed. This page covers its hosted endpoint (https://mcp.ai-architectures.com/mcp).
Is the AI Architectures MCP server safe to use?
AI Architectures scores 79 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.
What tools does the AI Architectures MCP server expose?
AI Architectures exposes 11 tools: search_house_plans, get_house_plan, show_community_cad_drawings, prepare_cad_drawing_link, get_design_tool_link, and 6 more. Their descriptions and schemas cost roughly 1,361 tokens of context every time the server is loaded.
Does the AI Architectures MCP server require authentication?
No. We connected to AI Architectures without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.
Is the AI Architectures MCP server still maintained?
AI Architectures is still listed as active in the MCP registry. We last reached this channel on 5 November 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.