AI & Machine Learning

astrant.io

Provides tools to audit and optimize websites for AI agent discoverability.

1 endpoint6 known toolsCached registry data

ENDPOINT 1

https://mcp.astrant.io/mcp

No auth detected

Known tools 6

get_capabilities

Returns the services Astrant offers — free Agent Discoverability Score, automated $79 Audit, automated $1,299 Implementation, custom human-led work from $4,999, and the Standard ($149/mo) and Pro ($899/mo) subscriptions.

get_pricing

Returns Astrant pricing for each service tier as structured data.

get_case_studies

Returns Astrant client case studies and reference implementations.

book_audit

Returns a checkout URL where the user can purchase the automated AEO Audit ($79, instant delivery).

check_llms_txt

Fetches the /llms.txt file at a given site and reports whether it exists, the HTTP status, and (if present) the first H1, the blockquote summary, and the link count.

score_url

Returns the Agent Discoverability Score for a given site URL — a 0–100 score across multiple dimensions of agent discoverability (llms.txt quality, MCP server presence, structured capability data, and more as additional dimensions ship).