Choose a model with evidence
Search the live catalog and read the model schema before generation instead of guessing at model names or parameters.
Image generation MCP
Generate images from your AI agent with Oakgen MCP
Oakgen MCP gives compatible AI agents a controlled path to image generation. The agent can search the current model catalog, inspect the selected model's inputs and price, upload reference media, start a generation, and return the finished asset to the same working conversation.
What the connection gives your workflow
Create with references
Upload product shots, style references, or source images before starting an image generation or edit.
Keep the result in context
Track the durable job and bring its finished asset back into the conversation where the brief and review notes already live.
Working method
A generation flow your team can inspect
- 01
Give the agent a measurable brief
State the audience, placement, dimensions, required copy, visual constraints, and what must remain unchanged.
- 02
Search models and inspect the schema
Let the agent compare available image models, required inputs, supported controls, and Oakgen credit pricing.
- 03
Upload references and start the job
The agent uploads approved source media, builds a schema-valid request, and starts generation only after the request is ready.
- 04
Review the returned asset
Check text, product fidelity, dimensions, brand fit, and policy requirements before approving another variation or export.
Control points
Keep automation inside clear boundaries
MCP gives the agent callable tools. Your brief, approvals, credentials, and review rules still decide what the agent is allowed to do.
- Read model pricing before a chargeable generation
- Use idempotent generation requests to avoid accidental duplicates
- Check asynchronous job status instead of assuming completion
- Cancel an active job when the request is no longer needed
- Revoke each client connection independently from the Oakgen account
Use the next page for the next decision
Questions before you connect
What can an image generation MCP server do?
A well-scoped image MCP server can expose model search, model schemas, pricing, reference uploads, generation, job status, and cancellation as tools an MCP-compatible agent can call.
Does Oakgen MCP choose the image model automatically?
The agent can search and compare Oakgen's current catalog, but the request should still apply explicit constraints such as output type, references, budget, and review criteria before choosing a model.
Can Oakgen MCP edit an existing image?
It can upload source media and use a compatible image model whose current schema supports the requested edit. The agent should inspect that schema before submitting the job.
Connect the brief to production
Add Oakgen to a compatible MCP client, inspect the available tools, and start with one approved generation request.
Connect the image generation MCP