knowledge
Evidence-graded, task-level record of how AI and automation change jobs and degrees. Read-only.
我该使用它吗
质量与安全性
发现（3）
- LOWTool 'list_business_functions' description lacks action verb在 list_business_functions 中
- LOWTool 'get_major' description lacks action verb在 get_major 中
- LOWTool 'find_majors_for_occupation' description lacks action verb在 find_majors_for_occupation 中
基于对工具定义和协议合规性的自动分析。
上下文开销
这是每次将服务器的工具加载到模型上下文窗口时所消耗的大致 token 数。数值越高，可用于其他任务的注意力就越少。
安装
一键安装
将以下内容添加到你的 `claude_desktop_config.json` 文件中：
{
"mcpServers": {
"knowledge": {
"url": "https://mcp.flyvolo.ai/mcp"
}
}
}远程端点
https://mcp.flyvolo.ai/mcpstreamable-http它能做什么
工具清单
工具（18）
🟢resolve_occupation_or_major(query, locale)
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 a person names their job. Returns a match field of exact or approximate — when it is approximate, say which entity you read the question as. Returns null when VOLO does not cover it, which is a gap in this site and not a statement about the job.
输入模式
{
"type": "object",
"properties": {
"query": {
"type": "string"
},
"locale": {
"type": "string"
}
},
"required": [
"query"
]
}🟡search(query, locale, limit)
Search occupations, majors and verified change records by keyword. Returns entries, not judgements.
输入模式
{
"type": "object",
"properties": {
"query": {
"type": "string"
},
"locale": {
"type": "string"
},
"limit": {
"type": "number"
}
},
"required": [
"query"
]
}🟢get_occupation(slug, locale)
Full 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 job loss and never appears without its confidence and assessment date.
输入模式
{
"type": "object",
"properties": {
"slug": {
"type": "string"
},
"locale": {
"type": "string"
}
},
"required": [
"slug"
]
}🟢get_ontology(slug, locale)
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 EU's ESCO, the ILO's ISCO-08 and Singapore's SSOC 2024): 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; 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, with the verb that matters and whom it binds. 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.
输入模式
{
"type": "object",
"properties": {
"slug": {
"type": "string"
},
"locale": {
"type": "string"
}
},
"required": [
"slug"
]
}🟡query_ontology(type, id, link, direction, locale)
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.
输入模式
{
"type": "object",
"properties": {
"type": {
"type": "string"
},
"id": {
"type": "string"
},
"link": {
"type": "string"
},
"direction": {
"type": "string",
"enum": [
"out",
"in"
]
},
"locale": {
"type": "string"
}
}
}🟢get_role_tasks(slug, locale)
The task breakdown for one occupation. The unit of assessment is the task, never the job title.
输入模式
{
"type": "object",
"properties": {
"slug": {
"type": "string"
},
"locale": {
"type": "string"
}
},
"required": [
"slug"
]
}🟢find_evidence(slug, taskId, locale)
Verified 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 tier. Repeat the scope rather than smoothing it away.
输入模式
{
"type": "object",
"properties": {
"slug": {
"type": "string"
},
"taskId": {
"type": "string"
},
"locale": {
"type": "string"
}
},
"required": [
"slug"
]
}🟡get_change(id, locale)
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 themselves.
输入模式
{
"type": "object",
"properties": {
"id": {
"type": "string"
},
"locale": {
"type": "string"
}
},
"required": [
"id"
]
}🟡find_affected(id, locale)
Which occupation and which specific tasks a change record bears on.
输入模式
{
"type": "object",
"properties": {
"id": {
"type": "string"
},
"locale": {
"type": "string"
}
},
"required": [
"id"
]
}🟡get_change_history(slug, locale)
The verified change timeline for an occupation, oldest first.
输入模式
{
"type": "object",
"properties": {
"slug": {
"type": "string"
},
"locale": {
"type": "string"
}
},
"required": [
"slug"
]
}🟢find_transition_paths(slug, locale)
Options for someone in this occupation. Every path carries its real constraints (time, pay cut, seniority) and one action they can take this week that produces information. Never present a path without its constraint.
输入模式
{
"type": "object",
"properties": {
"slug": {
"type": "string"
},
"locale": {
"type": "string"
}
},
"required": [
"slug"
]
}🟢list_business_functions(locale)
For the business side: the functions a company is organised into, and which occupations sit in each. Use this when someone describes a company rather than themselves.
输入模式
{
"type": "object",
"properties": {
"locale": {
"type": "string"
}
}
}🟢get_major(slug, locale)
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 where it leads and what transfers.
输入模式
{
"type": "object",
"properties": {
"slug": {
"type": "string"
},
"locale": {
"type": "string"
}
},
"required": [
"slug"
]
}🟢find_majors_for_occupation(slug, locale)
Which degrees lead into this occupation.
输入模式
{
"type": "object",
"properties": {
"slug": {
"type": "string"
},
"locale": {
"type": "string"
}
},
"required": [
"slug"
]
}🟢find_notes(query, locale)
VOLO's long-form answers to the big questions — how many jobs AI has actually taken, what actually gets automated, how long someone has, what AI law already changed, where AI lands in a company. Call this FIRST for any question that is about the whole picture rather than one occupation: those are exactly the questions you can answer fluently without evidence, and these notes are the evidence. Each result carries the note's own limits.
输入模式
{
"type": "object",
"properties": {
"query": {
"type": "string"
},
"locale": {
"type": "string"
}
}
}🟢get_note(slug, locale)
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 rather than summarise.
输入模式
{
"type": "object",
"properties": {
"slug": {
"type": "string"
},
"locale": {
"type": "string"
}
},
"required": [
"slug"
]
}🟢find_notes_for_occupation(slug, locale)
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.
输入模式
{
"type": "object",
"properties": {
"slug": {
"type": "string"
},
"locale": {
"type": "string"
}
},
"required": [
"slug"
]
}🟢describe_coverage(locale)
What VOLO covers and what it does not, including which occupations have no evidence yet. Call this when someone asks whether their job is covered, so the answer is a fact about this site rather than a guess about their job.
输入模式
{
"type": "object",
"properties": {
"locale": {
"type": "string"
}
}
}推荐提示词
searchsearchget_occupationget_occupationlist_business_functions社区
证据