flopsindex-mcp

See also — Python SDK flopsindex · TypeScript SDK @flopsindex/sdk · live catalog app.flopsindex.com/v2/catalog/public

MCP server for the FLOPS public compute price indices — catalog, search, price lookup, and verification over stdio. Works with Claude, Cursor, Windsurf, or any MCP-capable host.

Monorepo — flopsindex · Public access overview

Public access

This package exposes the public FLOPS index surface only: citeable reference rates with verify and permalink URLs. Index construction methodology is not published in this repository — see flopsindex.com and the public access overview.

If you need more than delayed public rates — e.g. production-grade latency, broader index families, or deeper commercial terms — reach out to team@flopsindex.com to discuss partner options.

Tools

Five public, key-free tools:

Resources

Every public index is also exposed as an MCP resource:

list_resources enumerates one entry per catalog index; read_resource("flops://index/FLOPS-H100-OD") resolves the live value.

Install

uv tool install flopsindex-mcp
# or
pip install flopsindex-mcp

Setup

Point your MCP host at the server. Config file location depends on the client (Claude Code, Cursor, Windsurf, etc.):

{
  "mcpServers": {
    "flopsindex": {
      "command": "flopsindex-mcp"
    }
  }
}

Or use the hosted gateway at https://app.flopsindex.com/mcp — same five tools, no local install.

Environment

License

Apache License 2.0 — see LICENSE and NOTICE.