Photo editing
Replace backgrounds, outfits, and details, restore photos, extend the frame.
For example: “Replace the background of this photo with a winter forest”
MCP server
Problembo in your AI assistant
Add one URL to ChatGPT, Claude, Cursor, or VS Code and ask the assistant to edit a photo or generate an image or video. It picks the model, tells you the price, and returns the result.
Server URL
https://mcp.problembo.com/mcpCapabilities
What you can do from the chat
Image generation
Illustrations, logos, anime, and photos from a description or references.
For example: “Draw a linocut-style coffee shop logo, two variants”
Video generation
Clips from text, a first frame, or references, with sound.
For example: “Make a 5-second video slowly zooming into this picture”
Upscaling
Upscale and enhance photos; upscale and stabilize video.
For example: “Upscale this image 4×”
Background and object removal
Transparent backgrounds for products and avatars, remove unwanted objects.
For example: “Remove the background from this product photo”
And more
Text to speech, music generation, virtual try-on, LoRA training.
For example: “Read this text aloud in a male voice”
How it works
Three steps to the first result
The assistant calls Problembo tools on your behalf: it checks the price, runs the task, and waits for the result.
1. Add the server
Enter mcp.problembo.com/mcp in your assistant's connector settings.
2. Sign in to Problembo
The client opens the sign-in page. Allow access — your password is never shared with the assistant.
3. Describe the task
Write in plain words. The assistant returns a link to the finished file.
You
Turn this cafe photo into a winter evening with snow outside the window. Tell me the price first.
estimate_price
Assistant
The edit with Nano Banana 2 costs $0.05 and your balance covers it. Shall I run it?
You
Yes
edit_image → get_task
Assistant
Done: snow outside the window, string lights on the shelves, and a cup of cocoa on the counter.
Setup
Connect in your client
Client menus change over time, and custom MCP server support depends on the client's plan.
- 1
Open ChatGPT settings and the section for connected apps (Apps / Plugins).
- 2
Add a custom MCP server named Problembo with the server URL.
- 3
Choose OAuth and sign in to your Problembo account.
- 4
In a new chat, select Problembo in the tools list.
https://mcp.problembo.com/mcpBilling and control
Pay for results, not a subscription
Price before launch
The assistant can check the cost and run time without starting anything.
Paid balance only
MCP tasks are charged to the paid balance at API prices. The bonus balance is not used.
Refund on failure
The price is reserved at launch and returned if the task fails.
Separate access
Assistant access is limited to the MCP server: it cannot open the website or other Problembo APIs.
Questions
MCP questions
Connect Problembo to your assistant
Add the server URL, sign in, and top up your balance.