ai.flyvolo/knowledge
volo-knowledge
ai.flyvolo/knowledge costs 1 570 tokens of context per session. It has 18 tool definitions. That is 0.8 % of a 200k window. Measured 2026-10-03.
Evidence-graded, task-level record of how AI and automation change jobs and degrees. Read-only.
alive probed 2026-10-03 · HTTP 200
18tools
1.6ktokens for the tool definitions
0.8 %of a 200k context window
2.1 sto initialize
2.1 sto list tools
- Endpoint
- https://mcp.flyvolo.ai/mcp (streamable-http)
- Host
- mcp.flyvolo.ai
- Protocol
- 2025-11-25
- Reports itself as
- volo-knowledge 0.1.0
- Capabilities
- tools
- Instructions
- none
- Repository
- https://github.com/weihermans/VOLO
- Website
- https://flyvolo.ai
- Registry
- active, updated 2026-09-25 · registry entry
- Reachable
- 2 of the last 2 probes
Most expensive tools
| Tool | Tokens | Share of this server |
|---|---|---|
| get_ontology | 227 | 14 % |
| query_ontology | 171 | 11 % |
| resolve_occupation_or_major | 123 | 8 % |
| find_notes | 119 | 8 % |
| find_evidence | 95 | 6 % |
History
We add a row when the result changes. A server with no change keeps its last row.
| Probed | Result | Init | Tools | Tokens |
|---|---|---|---|---|
| 2026-10-03 20:26 | alive | 2.1 s | 18 | 1.6k |
| 2026-10-03 17:45 | alive | 2.3 s | 18 | 1.6k |
Badge
[](https://mcp-pulse.ulehla.dev/s/ai.flyvolo/knowledge)