ComputeSage StackBench is a remote MCP server that gives an AI agent 5 tools, among them check_deployment_fit, generate_launch_config, predict_performance. It answers at https://mcp.computesage.com/mcp over streamable HTTP, and it listed its tools to an anonymous client, so no sign-in was needed for that. Our probes reached it 10 of 10 times since 4 September 2026; the last check, on 18 October 2026, succeeded.
GPU and LLM inference benchmarks, hardware evidence, deployment recommendations, and launch configs.
Description as the publisher wrote it.
| Tool | What it does |
|---|---|
check_deployment_fit | $0.01 USDC on Base mainnet: check model/configuration fit against bounded StackBench capacity evidence. Inputs: model, hardware_system, quantization, engine, context_length, concurrency |
generate_launch_config | $0.50 USDC: generate deterministic vLLM or llama.cpp launch templates from an exact StackBench recommendation without claiming a launch occurred. Inputs: runtime, model, hardware_system, prompt_tokens, quantization, engine_version |
predict_performance | $0.05 USDC: predict configuration throughput, memory, and power from bounded StackBench evidence with confidence, missing metrics, and caveats. Inputs: model, hardware_system, quantization, engine, engine_version, kv_cache_type_k |
recommend_deployment | $0.25 USDC: recommend what to buy or run from bounded StackBench fit, performance, confidence, evidence, caveats, and economics only when supported. Inputs: model, hardware_system, mode, quantization, engine, engine_version |
search_evidence | $0.00 free search of bounded public StackBench benchmark and failure evidence; use this for evidence-only requests. Inputs: query, limit |
Every block below points at https://mcp.computesage.com/mcp. Pick your client and copy.
claude mcp add --transport http computesage-stackbench https://mcp.computesage.com/mcp
{
"mcpServers": {
"computesage-stackbench": {
"command": "npx",
"args": ["-y", "mcp-remote", "https://mcp.computesage.com/mcp"]
}
}
}{
"mcpServers": {
"computesage-stackbench": {
"url": "https://mcp.computesage.com/mcp"
}
}
}{
"servers": {
"computesage-stackbench": {
"type": "http",
"url": "https://mcp.computesage.com/mcp"
}
}
}{
"context_servers": {
"computesage-stackbench": {
"url": "https://mcp.computesage.com/mcp"
}
}
}{
"mcpServers": {
"computesage-stackbench": {
"serverUrl": "https://mcp.computesage.com/mcp"
}
}
}{
"mcpServers": {
"computesage-stackbench": {
"url": "https://mcp.computesage.com/mcp"
}
}
}name: ComputeSage StackBench
version: 0.0.1
schema: v1
mcpServers:
- name: ComputeSage StackBench
type: streamable-http
url: https://mcp.computesage.com/mcp{
"mcpServers": {
"computesage-stackbench": {
"httpUrl": "https://mcp.computesage.com/mcp"
}
}
}{
"mcpServers": {
"computesage-stackbench": {
"type": "http",
"url": "https://mcp.computesage.com/mcp"
}
}
}{
"mcpServers": {
"computesage-stackbench": {
"url": "https://mcp.computesage.com/mcp"
}
}
}goose://extension?url=https%3A%2F%2Fmcp.computesage.com%2Fmcp&type=streamable_http&id=computesage-stackbench&name=ComputeSage%20StackBench
It answered our last check on 18 October 2026 in 1105 ms. Over 10 checks since 4 September 2026 it answered 10. Status here comes from Neuronto's own probes, not from the publisher.
Yes. It is published by computesage.com and served from mcp.computesage.com, the vendor's own domain: https://mcp.computesage.com/mcp.
5, as returned by the server's own tools/list on 10 September 2026: check_deployment_fit, generate_launch_config, predict_performance, recommend_deployment, search_evidence.
It answered our last check on 18 October 2026 in 1105 ms. Over 10 checks since 4 September 2026 it answered 10.
Put the server under mcpServers in ~/.cursor/mcp.json with the URL https://mcp.computesage.com/mcp. The exact JSON is above, with the same setup for Claude Code, Claude Desktop, VS Code, Windsurf, Zed, Gemini CLI and the rest.
It listed its tools to an anonymous client, so reading the tool list needs no key. Individual tools can still ask for credentials in their own inputs.
Publisher: com.computesage. Endpoint host: mcp.computesage.com. ARD identifier: urn:air:com.computesage:mcp:stackbench.
First indexed 31 August 2026. The tools are exactly what the server returned; nothing on this page
is inferred from its name. Ranking in Neuronto search is never for sale.