FLOPS Index
GPU rental reference prices (spot, on-demand, DePIN), key-free; every value carries a verify URL.
Connect it
Settings → Connectors → Add custom connector
URL: https://app.flopsindex.com/mcpSettings → Apps & Connectors → Advanced → Developer mode
Create connector with URL: https://app.flopsindex.com/mcp{
"mcpServers": {
"flopsindex-mcp": {
"url": "https://app.flopsindex.com/mcp"
}
}
}claude mcp add --transport http flopsindex-mcp https://app.flopsindex.com/mcp{
"servers": {
"flopsindex-mcp": {
"type": "http",
"url": "https://app.flopsindex.com/mcp"
}
}
}{
"mcpServers": {
"flopsindex-mcp": {
"command": "uvx",
"args": [
"flopsindex-mcp"
],
"env": {
"FLOPS_API_KEY": "<value>"
}
}
}
}claude mcp add flopsindex-mcp -- uvx flopsindex-mcp5 tools, verified live
list_indicesread-onlyList 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.
verifyread-onlyCheck 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`. Omit `value` to simply look up the current published value — then `verified` is null, which means 'not checked', NOT 'c
get_priceread-onlyFetch 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 MED), never a numeric weight. Carries no methodology or source attribution by design — the anonymous surface does not enum
search_indicesread-onlyResolve 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_indexread-onlyResolve 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.
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