Brainiall Documents

Each tool targets a distinct operation: service health checking, image-based field extraction, and PDF-to-Markdown conversion. The descriptions explicitly separate image vs PDF input and structured fields vs Markdown output, so there is no meaningful overlap.

check_document_service and extract_document_fields follow a clear verb_noun pattern, while pdf_to_markdown uses a conventional format-conversion style. The consistent snake_case naming and domain-specific verbs keep the set predictable despite the one stylistic deviation.

Three tools is well-scoped for a focused document conversion and extraction service. Each tool earns its place, and the included health check supports workflow reliability without adding unnecessary bloat.

The core document workflows are covered: PDFs become Markdown, document images become structured fields and text, and availability is checkable. Direct PDF-to-fields and image-to-Markdown paths are missing, but agents can work around these using the text and Markdown outputs, making these minor gaps rather than fatal omissions.