GPU and LLM inference benchmarks, hardware evidence, deployment recommendations, and launch configs.
Listed on
First seen 2 Oct 2026. One server, whatever directories list it: each directory listing keeps its own page and history.
2
Directories
Collected by InvokeRank
5
Tools
From an anonymous probe
-
ToolBench grade
Not graded by Arcade
-
GitHub stars
No repository data
Tools
| Tool | Description | Behaviour |
|---|---|---|
| check_deployment_fit | $0.01 USDC on Base mainnet: check model/configuration fit against bounded StackBench capacity evidence. | Read-only |
| generate_launch_config | $0.50 USDC: generate deterministic vLLM or llama.cpp launch templates from an exact StackBench recommendation without claiming a launch occurred. | Read-only |
| predict_performance | $0.05 USDC: predict configuration throughput, memory, and power from bounded StackBench evidence with confidence, missing metrics, and caveats. | Read-only |
| recommend_deployment | $0.25 USDC: recommend what to buy or run from bounded StackBench fit, performance, confidence, evidence, caveats, and economics only when supported. | Read-only |
| search_evidence | $0.00 free search of bounded public StackBench benchmark and failure evidence; use this for evidence-only requests. | Read-only |
| Directory | Listing | Tier | First seen |
|---|---|---|---|
| Official MCP Registry | ComputeSage StackBench | - | 2 Oct 2026 |
| Smithery | ComputeSage StackBench | - | 2 Oct 2026 |