io.github.bhuvanabala/vindata-mcp
VINdata
VIN decoding and European vehicle data for automotive workflows.
alive probed 2026-10-05 · HTTP 200
1tools
117tokens in Claude Opus 5.5
129tokens in Claude Code
<0.1 %of a 200k context window
58o200k_base estimate
286 msto initialize
134 msto list tools
- Endpoint
- https://vindata-mcp.vindata.workers.dev/mcp (streamable-http)
- Host
- vindata-mcp.vindata.workers.dev
- Protocol
- 2024-11-05
- Reports itself as
- VinData MCP 1.0.0
- Capabilities
- tools
- Instructions
- none
- Claude count
- Claude Opus 5.5, measured 2026-10-05. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/bhuvanabala/vindata-mcp
- Website
- https://vindata.io
- Registry
- active, updated 2026-05-29 · registry entry
- Reachable
- 6 of the last 6 probes
Most expensive tools
| Tool | Tokens (o200k) | Share of this server |
|---|---|---|
| decode_vin | 58 | 100 % |
History
We add a row when the result changes. A server with no change keeps its last row.
| Probed | Result | Init | Tools | Claude | o200k |
|---|---|---|---|---|---|
| 2026-10-05 14:34 | alive | 286 ms | 1 | 117 | 58 |
| 2026-10-05 00:32 | alive | 446 ms | 1 | 58 | |
| 2026-10-04 10:03 | alive | 813 ms | 1 | 58 | |
| 2026-10-04 07:57 | alive | 1.0 s | 1 | 58 | |
| 2026-10-03 20:37 | alive | 1.1 s | 1 | 58 | |
| 2026-10-03 17:53 | alive | 241 ms | 1 | 58 |
Badge and feed
[](https://mcpcost.ulehla.dev/s/io.github.bhuvanabala/vindata-mcp)
An entry for every probe that changed the result, the tool count or the token cost: Atom feed. Add it to a feed reader or a Slack RSS app to hear when the server stops answering or its tool set grows.