FLOPS Index MCP server

FLOPS Index is an MCP server with 5 tools an agent can call, among them get_index, get_price, list_indices. It answers at https://app.flopsindex.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 2 of 6 times since 11 September 2026; the last check, on 24 October 2026, succeeded.

Status

Answering

Tools

Reliability

2 of 6 checks

Response time

307 ms

Transport

streamable HTTP

Last checked

24 October 2026

GPU rental reference prices (spot, on-demand, DePIN), key-free; every value carries a verify URL.

Description as the publisher wrote it.

The 5 tools FLOPS Index offers

Tool	What it does
`get_index`	Resolve a FLOPS index to its source-opaque PUBLIC citation payload. Returns exactly {index_id, value, unit, as_of, data_tier, confidence, methodology_url, verify_url, citation_url, permalink} — no source-level detail. Prefer get_index when Inputs: index_id
`get_price`	Fetch the current published value for a FLOPS compute price index. Returns {value, unit, as_of, data_tier, confidence, verify_url, citation_url}. Cheapest way to answer 'what is the latest public reference price for X?' (refreshed every 6 h Inputs: slug
`list_indices`	List all public FLOPS compute-price indices. Returns {count, indices[]} where each row is {index_id, family, value, unit, as_of, confidence, change_24h, delayed}. Use this to discover available indices before calling get_price or verify. No Inputs: family_filter
`search_indices`	Resolve a free-text query to canonical FLOPS index slugs. Use when you don't know the exact slug — e.g. 'H100 spot' returns the matching SPOT family entries. Best paired with get_price to look up + quote a value in one turn. Inputs: q, limit
`verify`	Check a FLOPS index value against the published index. Pass `value` with a number you are about to cite (or already hold) and the response tells you whether it is right: `verified` true/false, `expected` (what you submitted), `actual_value` Inputs: index_id, value

Add FLOPS Index to your AI client

Every block below points at https://app.flopsindex.com/mcp. Pick your client and copy.

Claude Code: one command in your terminal

claude mcp add --transport http flops-index https://app.flopsindex.com/mcp

Claude Desktop: claude_desktop_config.json

{
  "mcpServers": {
    "flops-index": {
      "command": "npx",
      "args": ["-y", "mcp-remote", "https://app.flopsindex.com/mcp"]
    }
  }
}

Cursor: ~/.cursor/mcp.json, or .cursor/mcp.json in a project

{
  "mcpServers": {
    "flops-index": {
      "url": "https://app.flopsindex.com/mcp"
    }
  }
}

VS Code and GitHub Copilot: .vscode/mcp.json

{
  "servers": {
    "flops-index": {
      "type": "http",
      "url": "https://app.flopsindex.com/mcp"
    }
  }
}

Zed: Zed settings.json

{
  "context_servers": {
    "flops-index": {
      "url": "https://app.flopsindex.com/mcp"
    }
  }
}

Windsurf: ~/.codeium/mcp_config.json

{
  "mcpServers": {
    "flops-index": {
      "serverUrl": "https://app.flopsindex.com/mcp"
    }
  }
}

JetBrains AI Assistant: Settings, Tools, AI Assistant, MCP, New MCP Server, as JSON

{
  "mcpServers": {
    "flops-index": {
      "url": "https://app.flopsindex.com/mcp"
    }
  }
}

Continue: .continue/mcpServers/neuronto.yaml

name: FLOPS Index
version: 0.0.1
schema: v1
mcpServers:
  - name: FLOPS Index
    type: streamable-http
    url: https://app.flopsindex.com/mcp

Gemini CLI: ~/.gemini/settings.json

{
  "mcpServers": {
    "flops-index": {
      "httpUrl": "https://app.flopsindex.com/mcp"
    }
  }
}

Codex CLI: MCP server config

{
  "mcpServers": {
    "flops-index": {
      "type": "http",
      "url": "https://app.flopsindex.com/mcp"
    }
  }
}

Warp: MCP servers, + Add, paste JSON

{
  "mcpServers": {
    "flops-index": {
      "url": "https://app.flopsindex.com/mcp"
    }
  }
}

Goose: a one-click extension link

goose://extension?url=https%3A%2F%2Fapp.flopsindex.com%2Fmcp&type=streamable_http&id=flops-index&name=FLOPS%20Index

Is FLOPS Index up right now?

It answered our last check on 24 October 2026 in 307 ms. Over 6 checks since 11 September 2026 it answered 2. Status here comes from Neuronto's own probes, not from the publisher.

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Questions about FLOPS Index

How many tools does FLOPS Index have?

5, as returned by the server's own tools/list on 25 October 2026: get_index, get_price, list_indices, search_indices, verify.

Is FLOPS Index down?

It answered our last check on 24 October 2026 in 307 ms. Over 6 checks since 11 September 2026 it answered 2.

How do I add FLOPS Index to Cursor?

Put the server under mcpServers in ~/.cursor/mcp.json with the URL https://app.flopsindex.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.

Does FLOPS Index need an API key?

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.

Where this comes from

Publisher: io.github.zeroatflops. Endpoint host: app.flopsindex.com. ARD identifier: urn:air:io.github.zeroatflops:mcp:flopsindex-mcp. First indexed 10 September 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.

Is this your server? Get a message the day it stops answering or its tools change: monitoring, 14 days free. Or claim the domain to manage how it is listed.