FLOPS Index
About
GPU compute price indices (spot, on-demand, DePIN) over MCP — catalog, search, price, verify. Every value carries a verify URL for citation. Source-opaque, key-free.
Details
- Author
- zeroatflops
- Categories
- Finance, Search, Knowledge Base
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Setup
Install FLOPS Index in your MCP client (Claude Desktop, Cursor, Windsurf, and others).
Repository: https://github.com/zeroatflops/flopsindex
Follow the installation instructions in the repository README, then restart your MCP client.
Reference rates for compute economics— public price indices for GPU rentals (spot, on-demand, DePIN). Every published value carries a verify URL your code can check against the public index.
# MCP server (Claude Code, Cursor, Windsurf, ChatGPT desktop, ...) pip install flopsindex-mcp && claude mcp add flopsindex -- flopsindex-mcp # Python REST SDK pip install flopsindex # TypeScript / JavaScript SDK npm i @flopsindex/sdk # Or skip install — hit the hosted MCP gateway # https://app.flopsindex.com/mcp (anonymous, zero-config)
Or to your agent:"Get me the current FLOPS price for an H100 on-demand and show me the verify URL."
Source-opaque by contract.Every public payload returns avalueplus citation and verify URLs — nothing about how the value was produced.
- Anonymous→ delayed public price for the published FLOPS index family (FLOPS-{model}-{OD|SPOT|DEPIN}), delayed onto a ~6h grid (as_of snaps to 00/06/12/18 UTC). Indicative reference — not for settlement. The citation surface, designed for LLM/agent discovery and academic reference. The family spans many accelerator models (NVIDIA data-center and workstation GPUs plus AMD Instinct), not just H100 — enumerate the live set via/v2/catalog/public; it grows as coverage crosses the ≥3-source floor.
- Keyed(X-FLOPS-Api-Key) → the same five tools at full precision.
Apartner tierwith higher fidelity and expanded coverage is available — contactteam@flopsindex.com.
- Five key-free tools—list_indices,search_indices,get_price,get_index,verify. No API key, no signup, no configuration.
- Every value carries a verify URL— check any published number against the index from your own code.verifyreturns whether a cited value matches.
- Spot, on-demand and DePINreference prices per chip and market type.
- Three vendors— NVIDIA data-center and workstation GPUs, AMD MI300X, and Intel Gaudi 2. Enumerate the live set via/v2/catalog/public.
- Source-opaque by contract— the value plus citation and verify links, never the inputs behind it.
- Delayed onto a ~6h grid(00/06/12/18 UTC), 2dp values, banded 24h change, label confidence. Indicative reference — not for settlement.
- Zero install or local— hosted MCP gateway athttps://app.flopsindex.com/mcp, oruvx flopsindex-mcp.
- SDKs included— Python (flopsindex), TypeScript (@flopsindex/sdk), and LangChain / LlamaIndex (langchain-flopsindex).
curl -s https://app.flopsindex.com/v1/price/FLOPS-H100-OD | jq # value: 2.95 (USD/GPU-hr, 2dp) # unit: USD/GPU-hr # as_of: 2026-07-13T12:00:00Z (delayed to a ~6h grid: 00/06/12/18 UTC) # data_tier: LIVE # confidence: HIGH (HIGH | MED, label only) # change_24h: FLAT (banded: UP | FLAT | DOWN) # disclaimer: indicative reference; not for settlement # methodology_url: /i/FLOPS-H100-OD/methodology # verify_url: /v1/verify?... # citation_url: /cite?... # permalink: /i/FLOPS-H100-OD # ... source-opaque public payload only.
The same value is reachable via the SDK and via the MCPget_indextool — every path returns the same source-opaque payload.
Apache License 2.0 — seeLICENSEandNOTICE.
Apache 2.0 governs thesource codein this repository (SDKs, MCP server, schema, examples). The underlying price data, the FLOPS trademark, and the hosted index methodology are the proprietary work of FLOPS Index; use of the published APIs is governed by the terms atflopsindex.com.
- Bug reports + small fixes welcome via Issues / PRs.
- Contributions are welcome.Use only the public index identifiers from/v2/catalog/public.
- For partner-tier access, contactteam@flopsindex.com.
Public surface, gateway, and catalog:app.flopsindex.com.
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