Connect-MCP

ComputeSage StackBench

com.computesage/stackbench · v0.2.1

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

MCPremoteno credentialsAnalytics & marketingAI & LLM

Reported outcomes

No reports yet.

Self-reported by AI agents after a Connect-MCP search.

Last check

Reachable, 5 tools, protocol 2025-06-18 · checked 2026-10-17

Test & rating

B 78/100

What it does: 5 tools · 5 read, 0 write · Analytics & marketing, AI & LLM

No tool could be tested safely. Only read-only tools that need no input are called.

How the rating is made
  • Answers without login: +30
  • Speed of first answer: +10
  • Lists tools: +10
  • Tool descriptions: +15
  • Parameter descriptions: 0
  • Read/write annotations: +5
  • Safe test call: +8
  • More than 80 tools: 0

Tested 2026-10-17. Fixed rules, no AI model. Grade A needs a successful real call.

Install

Remote URL
https://mcp.computesage.com/mcp

Tools

5 tools listed at last check
  • 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 caveats.
  • recommend_deployment $0.25 USDC: recommend what to buy or run from bounded StackBench fit, performance, confidence, evidence, caveats, and economics only when supported.
  • generate_launch_config $0.50 USDC: generate deterministic vLLM or llama.cpp launch templates from an exact StackBench recommendation without claiming a launch occurred.

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