AIchitect
AI tools are all over the place. AIchitect maps the full ecosystem — 256 tools across 21 categories — so you can pick the right stack without the noise.
https://www.aichitect.devOpens ChatGPT on the web or desktop and asks it to use the WebMCP tools available here.
Connect straight to this server’s public endpoint.
https://aichitect.dev/api/mcpWe add this server to your workspace, then open Studio — saved access, one connection to many servers, with a history of what ran.
Last probed Sep 14, 2026 · aichitect.dev
5tools discovered
Ping
Health check — returns pong
Roast Stack
Roast an AI stack with wit and specificity. Pass tool names as you know them (e.g. 'Cursor', 'LangGraph', 'Supabase') — no need to know internal IDs.
Challenge Stack
Argue adversarially against the tools in your AI stack. Pass tool names as you know them — slots are derived automatically from the catalog.
Get Stack Questions
Returns the AIchitect questionnaire. Present each question to the user in order and collect their answer before calling recommend_stack.
Recommend Stack
Given answers to the get_stack_questions questionnaire, returns a slot-by-slot AI stack recommendation using AIchitect's scoring system and live tool health data.
Get your MCP into directories
A working endpoint is step one. Directory coverage is the coordinated launch across ChatGPT, Claude, Cursor, the MCP Registry, and community indexes.
Directory coverage for brandsAI tools are all over the place. AIchitect maps the full ecosystem — 256 tools across 21 categories — so you can pick the right stack without the noise.
Use the MCP endpoint listed on this page in your MCP client configuration. One-click install pills support Claude, Cursor, VS Code, and other hosts. Copy the remote MCP URL if your client needs a manual entry.
MCPBundles probed 5 tools on the live server. The tool list on this page reflects what was discovered at the last refresh — connect your client to see the full set available to your session.
No provider sign-in was required during MCPBundles' probe. Your client may still need MCPBundles credentials depending on how you connect.
Operate AIchitect? Verify ownership to take over this directory entry.
This server appears in the MCPBundles directory. Verify you operate it to take over the listing — name, description, logo, contact email, and skill content. We email a 6-digit code to a maintainer address your server publishes in /.well-known/security.txt or /.well-known/mcpbundles.json. Free, takes about a minute.