"Spring Boot" matching MCP servers:

Converts Markdown documents into beautifully styled knowledge cards with 18 different themes and generates them as HTML or image files (PNG/JPEG) in various sizes.

Enables any MCP-capable agent to generate images in the cloud without a GPU, local models, or downloads, using the user's own API key for providers such as DashScope's Wan/Qwen image models and Volcano Ark's Seedream. It can list which channels are configured and return generated image links or save the files to a local directory, all locally over stdio.

Provides AI-powered subsurface scan analysis and plain-English bid drafting tools, helping certified technicians assess hazards and trades build estimates.

Enables text-only AI agents to delegate image understanding and OCR to OpenAI-compatible vision models via a see tool that accepts local paths or URLs. Supports automatic failover across multiple configured endpoints and guards against credential leaks and prompt injection.