VisionCraft-MCP-Server

MCP.Pizza Chef: augmentedstartups

A single lookup tool was meant to answer questions about vision and image-generation libraries by searching the maker's own reference collection. It no longer reaches that collection: the address it queries now points at infrastructure belonging to an unrelated company, so every request fails, and the sign-up page where you were told to collect a free key has vanished from the internet. The code has had no update since September 2025.

Unmaintained · No commits in 12 months.

Coding

Web/Research

Use This MCP server To

Look up how a newly released vision model is used Get current notes on an image-detection library Check which settings a segmentation tool expects Ask for background on an agent framework I am evaluating

README

VisionCraft MCP Server

📺 VisionCraft MCP Demo

❌ Without VisionCraft MCP

AI assistants struggle with computer vision and Gen-AI knowledge:

❌ Limited understanding of cutting-edge computer vision algorithms
❌ Outdated information on models released after training cutoff
❌ Generic answers that lack depth and technical accuracy
❌ No awareness of latest frameworks and tools

✅ With VisionCraft MCP

VisionCraft MCP delivers up-to-date, specialized computer vision and Gen-AI knowledge directly to Claude and other AI assistants.

✅ Specialized knowledge on state-of-the-art computer vision and Gen-AI
✅ Up-to-date information on the newest models and techniques
✅ Detailed, technically accurate responses to complex queries
✅ Full awareness of latest frameworks, tools, and best practices

🌟 VisionCraft vs. Context 7

VisionCraft-MCP-Server FAQ

Does this still work?

It appears not. As of August 2026 the address its one tool calls resolves to a server that identifies itself as belonging to a completely different company, so the connection is refused before any question is sent. Expect an error every time.

Do I need an account key?

Yes — a free key was meant to be passed in your settings. The sign-up page named in the instructions no longer exists on the internet, so there is currently no way to get one.

How many things can it do?

One. There is a single lookup tool that takes a question and returns matching passages. Everything else described on the page is marketing around that one tool.

Does my question leave my computer?

Yes. Each question is sent in full to the maker's own server for searching, so it was never a good place for confidential material even when it was running.

Can I use this to keep my assistant current on a library I am learning?

That was the idea, but not today — there is nothing live to connect to. Treat the claim of a hundred thousand tracked projects as unverified.

Which apps does it work in?

The instructions cover Claude Desktop, Cursor, Windsurf and VS Code with Cline, using a short settings snippet. The snippet installs fine; it is the service behind it that is missing.

The instructions mention a settings file for the key — does that work?

No. Only the command-line key is read by the code; the settings-file method described in the project's own notes was never built.