io.github.vnish-global/vnish-global-operator
VNISH Global Operator
io.github.vnish-global/vnish-global-operator costs 686 tokens of context per session. It has 3 tool definitions. That is 0.3 % of a 200k window. Measured 2026-10-03.
Read-only VNISH firmware metadata, Ninja guidance and input-based mining economics calculations.
alive probed 2026-10-03 · HTTP 200
3tools
686tokens for the tool definitions
0.3 %of a 200k context window
559 msto initialize
519 msto list tools
- Endpoint
- https://vnish.global/ai/mcp/index.php (streamable-http)
- Host
- vnish.global
- Protocol
- 2025-11-25
- Reports itself as
- vnish-global-operator 1.0.0
- Capabilities
- resources, tools
- Instructions
- 273 characters
- Repository
- https://github.com/vnish-global/vnish-global-operator
- Website
- https://vnish.global/ai/connect/
- Registry
- active, updated 2026-09-24 · registry entry
- Reachable
- 2 of the last 2 probes
Most expensive tools
| Tool | Tokens | Share of this server |
|---|---|---|
| calculate_roi_scenario | 380 | 55 % |
| lookup_firmware | 195 | 28 % |
| find_ninja_reference | 111 | 16 % |
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 20:40 | alive | 559 ms | 3 | 686 |
| 2026-10-03 17:55 | alive | 1.4 s | 3 | 686 |
Badge
[](https://mcp-pulse.ulehla.dev/s/io.github.vnish-global/vnish-global-operator)