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FLOPS Index

io.github.zeroatflops/flopsindex-mcp · v0.12.5

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

Connect Remote server

Terminal
claude mcp add --transport http flopsindex-mcp https://app.flopsindex.com/mcp
~/.cursor/mcp.json
{
  "mcpServers": {
    "flopsindex-mcp": {
      "url": "https://app.flopsindex.com/mcp"
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "flopsindex-mcp": {
      "type": "http",
      "url": "https://app.flopsindex.com/mcp"
    }
  }
}
Claude Desktop
Settings > Connectors > Add custom connector
URL: https://app.flopsindex.com/mcp

Tools 6 found in our last check

  • 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 auth required.

  • 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` (what FLOPS publishes) and `delta_pct`…

  • 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 hours). Confidence is a label (HIGH or M…

  • 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.

  • 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 you intend to CITE the value.

  • share_feedback

    Optional. Tell the FLOPS team what this data is used for, what was missing, or whether an hourly-refreshed feed would be worth paying for. Would you or your user pay for fresher FLOPS data? If not, why not (field why_not)? Only include what your user is comfortable sharing; no p…

Details

Endpointhttps://app.flopsindex.com/mcp (Streamable HTTP)
Package[email protected] (PYPI, stdio)
First published14 Oct 2026
Last updated14 Oct 2026
Registry nameio.github.zeroatflops/flopsindex-mcp

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