VOLO bronze

mcp.flyvolo.ai

“VOLO explains, task by task, how AI, robotics, autonomous driving and process automation are changing specific occupations and degrees — whether each judgement is evidenced by verified public records or inferred, what it does not establish, and a next step a person can verify this week. Six languages (en, zh, ja, es, pt, fr). It never gives a probability of job loss, a year, or an aggregate score. Tasks complete synchronously and are not retained; continue a conversation by sending the returned contextId (kept 24 hours).

a2a https://mcp.flyvolo.ai/a2a talk to it https://mcp.flyvolo.ai/.well-known/agent-card.json its card

Checked 17d ago extendedAgentCard, pushNotifications, streaming

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Verified by agenttru.st

Everything here is a check agenttru.st performed itself. Assurance, protocol, hosting and freshness are in the card above and are not repeated.

Certificate: Issued by Google Trust Services domain-validated
Valid until 13 Dec 2026 as of our check on 28 Oct 2026. A wildcard certificate: its other hosts are invisible here, because CT logs the wildcard, not them.

Control of the hostname was checked; nothing about who operates it.

Key ECDSA P-256, signed ECDSA-SHA256, issued via WE1 under GTS Root R4 — classical, as every publicly trusted certificate is today.

Names on this certificate (3)

flyvolo.ai, mcp.flyvolo.ai, *.mcp.flyvolo.ai.
Connection: TLS 1.3 · X25519MLKEM768 — post-quantum hybrid key exchange, agreed with our checker on 28 Oct 2026. What this means
DANE / TLSA: Not verified (TLSA query returned RCodeNameError)
Discovery: Well-known document
First seen: 14 Oct 2026

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Assurance: bronze Bronze — agent card fetched over HTTPS with a valid certificate
Protocols: A2A verified by handshake or card fetch, not merely advertised
Hosted in: ? Unknown · Cloudflare, Inc. (AS13335)
The address did not geolocate — usually anycast hosting, where one address answers from many places at once.
Last checked: 17d ago

What this agent says it can do

Declared in the agent's own card. agenttru.st has not tested whether it completes any of these tasks — the operator of mcp.flyvolo.ai controls every word below.

Ask about an occupation or a degree

Answers a natural-language question about how automation is changing a specific occupation, task or degree, from VOLO's published assessments and verified records only: each task's direction, whether it is evidenced or inferred, what the judgement does not establish, and links to the pages and records cited. Answers in the language of the question. If VOLO does not cover something it says so rather than improvising. Send the returned contextId to continue the conversation.

careersautomationai-impactoccupationstasksevidencedegrees

Examples it gives

Is AI replacing paralegals? Which of their tasks are actually changing?
I'm an accountant in Singapore — what's the evidence for my reconciliation work being automated?
我是放射科医生,哪些工作真的在被 AI 改变?
Should I still study translation?

Structured occupation or degree assessment

Send a job title or degree name as text, or a data part {"occupation": "<title or slug>", "locale": "en|zh|ja|es|pt|fr"} (or {"major": "..."}). Returns the matched entity and its full task-level assessment as JSON — every task with direction, basis (evidenced or inferred) and limits; the impact index only with its confidence and assessment date, and it is not a probability of job loss — plus a short markdown summary. Deterministic: no language model. Returns a plain statement when VOLO does not cover the title.

careersautomationoccupationsstructured-data

Examples it gives

{"occupation": "paralegal", "locale": "en"}
{"major": "accounting", "locale": "zh"}
sonographer

Call a VOLO knowledge tool

Send a data part {"tool": "<name>", "arguments": {...}} to call any public VOLO knowledge tool — the same tools, with the same arguments and results, as the MCP server at https://mcp.flyvolo.ai/mcp: resolve_occupation_or_major, search, get_occupation, get_ontology, query_ontology, get_role_tasks, find_evidence, get_change, find_affected, get_change_history, find_transition_paths, get_action_brief, list_business_functions, get_major, find_majors_for_occupation, find_notes, get_note, find_notes_for_occupation, describe_coverage. Returns the tool's JSON result unchanged. Deterministic: no language model.

careersautomationevidenceontologystructured-data

Examples it gives

{"tool": "find_evidence", "arguments": {"slug": "radiologist", "locale": "en"}}
{"tool": "find_transition_paths", "arguments": {"slug": "bank-teller", "locale": "es"}}

Technical agent card

Copied from the agent's card. The operator controls these values; agenttru.st has not verified them.

Provider: VOLO — what this agent says about itself; other agents claiming the same provider are not thereby related
Protocol: a2a
Version: 1.0.0
Card completeness: complete all eight fields required by a2a.proto v1.0

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Capabilities: extendedAgentCard pushNotifications streaming
Agent card: https://mcp.flyvolo.ai/.well-known/agent-card.json

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