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ComputeSage StackBench

R0· no sign-in

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

v0.2.1 · active · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality96strong
Trust80of 100
Uptime, 30 days99%
Latency p50643 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "stackbench": {
      "type": "http",
      "url": "https://mcp.computesage.com/mcp"
    }
  }
}
claude mcp add --transport http stackbench https://mcp.computesage.com/mcp
[mcp_servers.stackbench]
url = "https://mcp.computesage.com/mcp"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "stackbench": {
      "type": "remote",
      "url": "https://mcp.computesage.com/mcp",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "stackbench": {
      "type": "http",
      "url": "https://mcp.computesage.com/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=stackbench&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vbWNwLmNvbXB1dGVzYWdlLmNvbS9tY3AifQ%3D%3D"
}
{
  "servers": {
    "stackbench": {
      "type": "http",
      "url": "https://mcp.computesage.com/mcp"
    }
  }
}
{
  "mcpServers": {
    "stackbench": {
      "httpUrl": "https://mcp.computesage.com/mcp"
    }
  }
}
extensions:
  "stackbench":
    enabled: true
    name: "stackbench"
    type: streamable_http
    uri: "https://mcp.computesage.com/mcp"
    timeout: 300

Quality 96 / 100strong

protocol88 · weight 25
  • pass
    protocol.modernsupports 2026-07-28 (server/discover)
  • pass
    protocol.statelessanswers without a session
  • pass
    protocol.transportstreamable HTTP
  • warn
    protocol.list_ttltools/list declares ttlMs 0, so clients re-fetch it on every use
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene100 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • pass
    tools.annotations5 of 5 tools declare readOnlyHint or destructiveHint
  • pass
    tools.directory_hintsevery tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
  • pass
    tools.token_costabout 2,605 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability100 · weight 15
  • pass
    stability.changesno tool changes in 30 days
  • pass
    stability.rug_pullno tool changed its meaning under the same name
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

5 tools, about 2,605 tokens to load them all · tool set 1d239ccbf74d · checked 2026-10-19 10:52 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 80 / 100

no-repository
provenance55
liveness100
freshness85
hygiene80

+dns-namespace +website +reachable +uptime-99% ~updated-51d-ago -no-repository

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://mcp.computesage.com/mcp streamable-httpnoneyes99%643 ms2026-07-282026-10-19

Tools (5)

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

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "com.computesage/stackbench",
  "title": "ComputeSage StackBench",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://mcp.computesage.com/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "0.2.1",
  "websiteUrl": "https://computesage.com/mcp",
  "description": "GPU and LLM inference benchmarks, hardware evidence, deployment recommendations, and launch configs."
}