Local-first AI visibility, GEO/AEO, and llms.txt audit MCP server: checks AI crawler access, robots, sitemap, canonical, metadata, JSON-LD and returns scores, top issues and action plans.
No one-line install is published for this server yet - see the repository for setup instructions.
https://wingmanprotocol.com/mcp.