OfflineCreator Studio MCP
OfficialServer Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| OFFLINECREATOR_API_KEY | Yes | API key for local stdio mode. Required when running the MCP server via npx. |
Instructions
Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.
This server publishes no instructions, or was last inspected before Glama recorded them.
Capabilities
Features and capabilities supported by this server
Protocol revision2025-11-25
| Capability | Details |
|---|---|
| tools | {
"listChanged": true
} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| list_modelsA | List OfflineCreator Studio launch models with credit costs and workflows. |
| get_creditsA | Return the current Studio credit balance for this API key. |
| generateA | Start a Studio generation. Text-to-image and text-to-video queue immediately. For image-to-video, call upload_input after reserve. Set wait:true to poll until completed/failed. |
| upload_inputA | Upload a source image for a reserved image-to-video generation, then start processing. Local filePath must stay inside the upload root. |
| get_generationB | Fetch status. When completed, outputUrl is a short-lived signed download link. |
| wait_generationA | Poll until completed/failed or timeout. Completed responses include a signed outputUrl. |
| download_outputA | Return a short-lived signed download URL for a completed generation (does not stream bytes into the model context). |
| cancel_generationA | Cancel a reserved generation before provider submit and refund credits. |
| list_generationsC | List recent generations for this account. |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
TDQS
Scored across 9 tools
Most tools map to distinct actions, but get_generation, wait_generation, and download_output all touch the same output-retrieval step and could be confused (status fetch vs. poll vs. signed URL). Descriptions do clarify the intended use of each, keeping ambiguity low overall.
All tools use snake_case verb-first naming (list_generations, cancel_generation, get_credits, upload_input). The lone 'generate' drops the noun object but still fits the dominant verb-first convention.
Nine tools is a well-scoped set for a generation service, with each tool covering a distinct step in the create/poll/retrieve/cancel lifecycle. Nothing feels redundant or padded.
The surface covers the full generation lifecycle: models, credits, generate, upload, status, poll, cancel, and download. Minor gaps like deleting/cleaning up old generations or re-running a failed job are absent but agents can work around them.