Knoku vs Parchmint

Knoku turns your docs into an AI assistant your users can actually talk to.

Parchmint shows the honest preview an LLM actually sees, every token, every warning, so your prompts, skill files, and docs land exactly as written. Free, open source,...

About Knoku

Knoku turns your docs into an AI assistant your users can actually talk to. Answer everywhere with citations, and see what your docs are missing. Track deflection, traffic, repeated questions, and knowledge gaps in one place. See how many questions were answered before they became tickets, across every channel. Find the repeated questions and knowledge gaps your team should fix next. Track where users ask from and which channels create the most support demand. GitHub sync Connect a GitHub repo and sync Markdown docs into your index, kept current on each commit, with citations back to the file on GitHub.

About Parchmint

Parchmint shows the honest preview an LLM actually sees, every token, every warning, so your prompts, skill files, and docs land exactly as written. Free, open source, local-first. Pseudo-tags like <what-to-do> surface as labeled blocks instead of silently vanishing, while the outline, detected document type and token estimate update as you type. As tokenized ## Context You are a precise editor . Counts use OpenAI's o200k tokenizer, exact for GPT models, approximate (~±10–15%) for Claude and others.