AI-Ready

Build a site,
get an AI-readable layer with it

Behind the doc site people see, we build a separate set of surfaces AI tools read best. Whether ChatGPT, Claude or Gemini shows up, and however it chooses to read, it’s ready.
All you did was upload documents.

These nine, made for you

We follow industry standards and conventions — right where AI tool builders expect them, in the format they expect.

MCP server

Paste one URL into a ChatGPT or Claude connector and search and read tools appear. There’s even a resource list for attaching whole pages to a conversation.

Hybrid search

Semantic search for similar meaning and full-text search for exact words run together, and the rankings are fused (RRF). What one misses, the other catches.

Progressive reading

Outline → section summaries → only the needed sections. Tokens read scale with the question, not the document, so costs drop and answers sharpen.

Per-page .md source

Add .md to any page URL and the plain Markdown source opens. Links between pages are rewritten as full URLs that AI can follow.

llms.txt · llms-full.txt

The standard files AI tools conventionally look for first. The outline and summaries go in llms.txt; if you want the entire documentation in one file, llms-full.txt is all you need.

Freshness signals

Every page carries its last-modified date in the source, search results and sitemap. AI can filter out stale information and cite the source and date in its answer.

Adaptive chunking

Clause-based documents like policies and FAQs are split fine; narrative documents are split coarse. AI analyzes each document’s character and sizes the search chunks accordingly.

Permissions carry over

If a brain is private, every one of these surfaces is locked too. AI needs a member’s own access key to read, and any single key can be revoked at any time.

Agents write back

AI agents write the pitfalls and fixes they discover straight into the brain via MCP write tools. The next agent searches and reads them before starting, so your organization never repeats the same trial and error. More about agent memory →

Don’t take our word — check right now

The Wisdombase help center is itself a brain built on Wisdombase. Every address below is live.

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