Every change Wellknown observed on this MCP server, newest first, with what it was before and what it became. Tool-surface changes carry the definition diff. Nothing here is edited after the fact.
Added "query_ontology"; changed the definition of "get_ontology" (17 tools before, 18 now)
⟨14 unchanged words⟩ Labor O*NET 31.0; U.S. Department of Education CIP–SOCcrosswalkcrosswalk; the EU's ESCO, the ILO's ISCO-08 and Singapore's SSOC 2024): the matching codes with how well each ⟨12 unchanged words⟩ own importance words, no numbers), related occupations,and which degrees lead toitit;—each of this site's tasks aligned to O*NET detailed work activities (or why none fits); and the rules this site's verified records read,forwith the verb that matters and whom it binds. For a degree,: where the official crosswalk and this site's paths ⟨28 unchanged words⟩
Walk the VOLO Ontology directly. No arguments: the object types and link types. `type`: the objects of that type. `type` + `id`: one object's properties and everything it links to, grouped by link. Add `link` (and `direction`: out|in) to follow one link. Types include Occupation, Task, TaskJudgement, Evidence, Regulation, WorkActivity and ClassificationConcept. Read-only; judgements keep their basis and limits, evidence its scope — carry them into the answer. No aggregate score exists.
Added "get_ontology" (16 tools before, 17 now)
Where an occupation or a degree sits in the official classifications (U.S. Department of Labor O*NET 31.0; U.S. Department of Education CIP–SOC crosswalk): the matching codes with how well each fits, the skills, knowledge and work activities O*NET rates highest (as O*NET's own importance words, no numbers), related occupations, and which degrees lead to it — or, for a degree, where the official crosswalk and this site's paths agree and disagree. Every block names its source. O*NET says what a job demands, not what automation is doing to it; never combine it with the impact index.
Certificate recorded, valid to 2026-12-13
Authorization not required
Unknown → Live
First tool surface recorded: 16 tools (server version 0.1.0)
https://mcp.flyvolo.ai/mcp (mcp_streamable_http) — from mcp_registry, with the record
Showing the latest 7 events. The API returns up to 500 and filters by kind: ?kind=tool_surface_changed