Use cases

Built for the work AI actually does

From retrieval pipelines to knowledge bases to legal review — wherever documents meet AI, clean Markdown is the foundation.

AI coding agent memory

Give Claude, Cursor & VS Code lasting memory of your project.

Convert PDFs, Office files, and websites to clean Markdown for LLMs.

Connect Cursor, Claude Code & VS Code to your documentation over MCP.

Feed your retrieval system clean, chunk-ready Markdown.

Turn scattered internal docs into an AI that knows your company.

Read thousands of pages — accurately and securely.

Clean, structured corpora for fine-tuning and pretraining.

Stop coding agents from changing code outside the task.

PDFs, Office docs, images, audio, and whole websites — clean Markdown and RAG-ready exports for your LLM, in seconds.