Sourced, task-level facts on how AI changes jobs, for agents answering 'what should I do?'. Connect the official Knowledge MCP server to Claude, ChatGPT, or Cursor through gate — one gateway URL, no config files, security-checked.
Free to start · No credit card · No hosting needed
Pick your client. Copy, paste, done — or let gate handle sign-ins and policies for you.
claude mcp add --transport http knowledge-mcp https://mcp.flyvolo.ai/mcpRun in your terminal, then restart Claude Code.
Knowledge · https://mcp.flyvolo.ai/mcp
Real prompts you can type the moment it's connected — no setup, no docs to read.
“Use “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.”
“Use “search”: Search occupations, majors and verified change records by keyword. Returns entries, not judgements.”
“Use “get_occupation”: Full task-level assessment of one occupation. Every task carries direction, basis (evidenced vs inferred) and limits — what that judgement d.”
“Use “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–.”
Every server in the gate directory has to pass the same four checks before your AI can touch it. Here's how Knowledge holds up.
Operated by Knowledge (flyvolo.ai) at its documented MCP endpoint — not a third-party mirror or community re-host.
This server only exposes public data — no account and no credentials are involved when you connect.
gate checks every tool for prompt injection, hidden instructions, data-exfiltration hints, and over-broad permissions before the server is available through your gateway.
If Knowledge adds or changes tools later, gate re-scans and alerts you — before your AI acts on the change.
Add one gateway URL to Claude, ChatGPT, or any MCP client. One-time setup, about two minutes.
Choose Knowledge in the gate directory. No sign-in needed.
Knowledge's tools are live in every AI client you've connected — with rules and logging built in.
Free to start · No credit card · No hosting needed
Fetched live from the official endpoint and re-checked daily by gate — not marketing copy.
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
search — Search occupations, majors and verified change records by keyword. Returns entries, not judgements.
get_occupation — Full task-level assessment of one occupation. Every task carries direction, basis (evidenced vs inferred) and limits — what that judgement d
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–
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'
get_role_tasks — The task breakdown for one occupation. The unit of assessment is the task, never the job title.
find_evidence — Verified evidence records for an occupation, optionally for one task. Each record carries its scope (where it applies), its stage, whether t
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 themselve
+ 10 more tools once connected
https://mcp.flyvolo.ai/mcpYes — Knowledge operates its own remote MCP server at mcp.flyvolo.ai. gate connects you to that official endpoint and adds security scanning, per-tool access rules, and an activity log on top.
Add gate's gateway URL to your AI client once, then pick Knowledge in the directory. No account or sign-in is needed. From then on, Knowledge's tools are available in every client you've connected to gate.
No. Knowledge runs the server, and gate is fully managed. You just connect one URL — there's nothing to install, deploy, or maintain.
It's the vendor's official endpoint, and gate scans its tools for prompt injection and hidden instructions before it goes live, re-checks it whenever it changes, and lets you allow, block, or require approval for every single tool.
Yes — you can get started with gate for free and connect Knowledge in minutes. No credit card required.
Every server below works through the same gateway URL — connect once, add tools anytime.
Set up Knowledge in: Claude · Claude Code · ChatGPT · Cursor · VS Code