io.github.abdelkareemkobo/gpuvec
GPUvec
Is the GPUvec MCP server down? No. It answered initialize and tools/list in the probe of 2026-11-02.
Compare GPU specs and cloud rental offers, check CUDA support, and estimate Qdrant resources.
alive probed 2026-11-14 · unchanged since 2026-11-02 · HTTP 200
- Endpoint
- https://gpuvec.com/mcp (streamable-http)
- Host
- gpuvec.com
- Protocol
- 2025-11-25
- Reports itself as
- GPUvec 1.0.0
- Capabilities
- prompts, resources, tools
- Instructions
- 178 characters
- Of a 1M window
- 0.5 % of a 1M context window
- Count
- 4.8k tokens in Claude Opus 5.5, exact, measured 2026-11-02. With the Claude Code prefix mcp__…__ on each tool name: 4.8k. The o200k_base estimate is 2.6k. Counted again when the tool definitions change. Method.
- Website
- https://gpuvec.com/mcp-server
- Registry
- active, updated 2026-11-01 · registry entry
Most expensive tools
The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.84×.
| Tool | ≈ Claude tokens | o200k estimate | Share of this server |
|---|---|---|---|
| estimate_qdrant | 1 696 | 923 | 36 % |
| find_offers | 972 | 529 | 20 % |
| list_price_history | 456 | 248 | 10 % |
| compute_capability | 413 | 225 | 9 % |
| list_accelerators | 311 | 169 | 7 % |
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Badge for the README
The result of the latest probe, the tool count and the token cost. The feed has an entry for every probe that changed them.
A mail when this server changes
Stops answering, comes back, tool set or cost changes. One confirmation mail first, a stop link in every mail.
For the publisher
- The server answers initialize and tools/list. Nothing to fix.
Fixed something? Probe it now, with the same steps as the daily run. This page updates with the next daily run.