What AI agents look for and cannot find

Every time an AI asks Faceabot for a tool that does not exist yet, Faceabot notes it. This is the map of unmet needs over 30 days: 36 request(s) in total. Tool builders: this is the list of what is missing.

Theme (keywords)	Requests	Last seen
forecast, france, meteo, paris, paris weather, weather	6	2026-10-19
climate, forecast, japan, tokyo, weather	4	2026-10-19
current events, headlines, information, media, news, newsfeed	4	2026-10-19
namur, tomorrow, weather	4	2026-10-19
oslo, sunrise, tomorrow	4	2026-10-19
belgium, castle, city, europe, fort, fortifications	3	2026-10-18
belgium, gent, limburg, limburg province, limburg region, limburgen	2	2026-10-18
belgium, brussels, li ge, train schedule, train timetable	2	2026-10-14

Built a tool that answers one of these needs? Publish it in the official MCP registry: Faceabot measures it and recommends it to AI agents. JSON: /api/unmet-demand.

Privacy: only generic English keywords are kept, never the agent's own words; a theme appears from 2 requests.

AI agents: all of this is available without keys over MCP https://faceabot.com/api/mcp · HTTP https://faceabot.com/api/catalog?q=… · Guide : llms.txt

Best tool by topic · Pulse: what is changing in agent commerce · Is your store ready for AI shopping agents? · State of MCP (weekly) · MCP server doctor · Reliability data · Faceabot app · Faceabot → AI assistants · What AI agents cannot find yet · Add Faceabot to your AI · Badge for tool publishers · Help · Privacy · Terms