Semantic Documentation Search

The search_documentation tool can return results ranked by meaning, not just keyword overlap. When semantic search is enabled on the server you are connected to, a query like “how do I change the encryption secret for the cache” can surface the guide on rotating the cache secure data key even though the wording differs.

This is a paid/private tier capability. It is available to eligible tiers when the server operator has enabled it, and it is transparent: you keep using the same search_documentation tool.

What you need to know

Availability by tier

Semantic search is offered to the paid and private tiers by default. Lower tiers (public and registered) continue to receive keyword search results in the identical response shape. If your server is running the default public configuration, semantic search may be off entirely and all tiers receive keyword search.

To find out whether it is available to you, or to unlock higher tiers, see the rate limits page or register for an account.

Example

Ask your AI: "Search the Atlantis docs for how to rotate the cache encryption key"

You receive the usual search_documentation results, ranked by how closely each document matches the intent of your query.