KitScout

Categories › Data & Databases › Vector databases & embeddings

ComputeSage StackBench

MCP serverVerified domain · computesage.comRemote● LiveFree to try

GPU and LLM inference benchmarks, hardware evidence, deployment recommendations, and launch configs.

Install

Remote server: your requests and data go to mcp.computesage.com. Claude Code: claude mcp add --transport http computesage-stackbench https://mcp.computesage.com/mcp · Claude app: Settings → Connectors → Add custom connector.

What it can do

The tools this server listed when we connected to it, in its own words.

  • search_evidence — $0.00 free search of bounded public StackBench benchmark and failure evidence; use this for evidence-only requests.
  • check_deployment_fit — $0.01 USDC on Base mainnet: check model/configuration fit against bounded StackBench capacity evidence.
  • predict_performance — $0.05 USDC: predict configuration throughput, memory, and power from bounded StackBench evidence with confidence, missing metrics, and cavea
  • recommend_deployment — $0.25 USDC: recommend what to buy or run from bounded StackBench fit, performance, confidence, evidence, caveats, and economics only when su
  • generate_launch_config — $0.50 USDC: generate deterministic vLLM or llama.cpp launch templates from an exact StackBench recommendation without claiming a launch occu

KitScout test notes

Not tested by KitScout yet. When our harness runs it, pros, cons and the tasks we tried appear here, with the date and evidence.

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