knowledge
by @fastdrop
Evidence-graded, task-level record of how AI and automation change 70 occupations. Read-only.
Evidence-graded, task-level record of how AI and automation change 70 occupations. Read-only. Official MCP Registry: ai.flyvolo/knowledge@0.1.0. Remote endpoint: https://mcp.flyvolo.ai/mcp
Problem it solves
Discoverable MCP server listed in the official MCP Registry.
How it's different
Remote MCP endpoint ingested from the official registry and probed by FastDrop.
Ingested from the official MCP Registry
FastDrop pulled this entry from the official MCP Registry as ai.flyvolo/knowledge and probed the endpoint. The maker did not submit it, so the outbound link is not endorsed
and the description is not theirs.
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Read directly from the endpoint on 14 Sept 2026. Not supplied by the maker.
resolve_occupation_or_majorResolve a job title, a company's internal name for a role, a nickname or a degree name to a canonical VOLO entity. Call this FIRST whenever a person names their job. Returns a match field of exact or
searchSearch occupations, majors and verified change records by keyword. Returns entries, not judgements.
get_occupationFull task-level assessment of one occupation. Every task carries direction, basis (evidenced vs inferred) and limits — what that judgement does NOT establish. The impact index is not a probability of
get_role_tasksThe task breakdown for one occupation. The unit of assessment is the task, never the job title.
find_evidenceVerified evidence records for an occupation, optionally for one task. Each record carries its scope (where it applies), its stage, whether that stage can move a task judgement at all, and its source t
get_changeOne verified change record by id, with VOLO's reading: what it means, what it does not yet establish, and what a reader can verify themselves.
find_affectedWhich occupation and which specific tasks a change record bears on.
get_change_historyThe verified change timeline for an occupation, oldest first.
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