Deapi MCP Server

Deapi

Deapi provides a unified API for running open-source AI models on distributed GPU infrastructure. This bundle gives access to text-to-image, text-to-speech, video transcription, OCR, and other AI model capabilities at lower cost than commercial providers.

Capabilities

Image generation:

• Generate images from text prompts using open-source diffusion models
• Control generation parameters (resolution, steps, guidance scale)
• Select from multiple available models

Audio:

• Convert text to speech with multiple voice options
• Transcribe audio and video files to text

Document processing:

• Extract text from images via OCR
• Process documents for structured data extraction

Model selection:

• List available models and their capabilities
• Choose models based on quality, speed, and cost tradeoffs

Workflows

Generate an image: Provide a text prompt and optionally select a model. Configure resolution and quality parameters. The response includes the generated image.

Transcribe audio: Upload an audio or video file. Select a transcription model. Receive the transcribed text with optional timestamps.

Extract text from images: Submit an image for OCR processing. Get structured text output with layout preservation where possible.

Gotchas

• Model availability: Not all models are available at all times. List available models before submitting a job.
• Processing time: Generation jobs (especially image and video) may take seconds to minutes depending on model and parameters.
• Cost varies by model: Different models have different per-request costs. Larger models and higher resolutions cost more.
• File size limits: Audio, video, and image uploads have size limits that vary by endpoint.