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ai.flyvolo/knowledge

ai.flyvolo/knowledge

by ai.flyvolo· v0.1.2Source: Official MCP RegistryDeleted from the registry

Tools

Exactly what the server advertised in the scan completed . Effects and capabilities are classified by Squatch from each tool's metadata. Squatch never runs tools.

  • Effect: Read 19
Effect
Capability

Showing 19 of 19 tools

Tools advertised by ai.flyvolo/knowledge
Details
describe_coverage

What VOLO covers and what it does not: the full list of covered occupations and degrees (slug and name), which occupations have no evidence…

Effect: Read
find_affected

Which occupation and which specific tasks a change record bears on.

Effect: Read
find_evidence

Verified evidence records for an occupation, optionally for one task. Each record carries its scope (where it applies), its stage, whether …

Effect: Read
find_majors_for_occupation

Which degrees lead into this occupation.

Effect: Read
find_notes

VOLO's long-form answers to the big questions — how many jobs AI has actually taken, what actually gets automated, how long someone has, wh…

Effect: Read
find_notes_for_occupation

Which notes argue from this occupation's own records or task judgements. Use it to point someone from their own page to the wider answer.

Effect: Read
find_transition_paths

Options for someone in this occupation. Every path carries its real constraints (time, pay cut, seniority) and one action they can take thi…

Effect: Read
get_action_brief

Use this when a person asks what they should do about AI or automation in their job ("I'm an accountant, how do I stay employable?"). One c…

Effect: Read
get_change

One verified change record by id, with VOLO's reading: what it means, what it does not yet establish, and what a reader can verify themselv…

Effect: Read
get_change_history

The verified change timeline for an occupation, oldest first.

Effect: Read
get_major

A degree and the occupations it feeds. There is no score for a major and never will be — answer 'should I switch majors' by pointing at whe…

Effect: Read
get_note

The full text of one note, section by section, each section with the verified records it rests on. Use it when you need to quote or cite ra…

Effect: Read
get_occupation

Full task-level assessment of one occupation. Every task carries direction, basis (evidenced vs inferred) and limits — what that judgement …

Effect: Read
get_ontology

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…

Effect: Read
get_role_tasks

The task breakdown for one occupation. The unit of assessment is the task, never the job title.

Effect: Read
list_business_functions

For the business side: the functions a company is organised into, and which occupations sit in each. Use this when someone describes a comp…

Effect: Read
query_ontology

Walk the VOLO Ontology directly. No arguments: the object types and link types. `type`: the objects of that type. `type` + `id`: one object…

Effect: Read
resolve_occupation_or_major

Resolve 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…

Effect: Read
search

Search occupations, majors and verified change records by keyword. Returns entries, not judgements.

Effect: Read