mcpbeat Sign in

FLOPS Compute Intelligence MCP Server

by zeroatflops Your server? Claim it
local only

FLOPS Compute Intelligence runs on your own machine — the client starts it, so there is no endpoint to ping. 113 installs a week from pypi. Last commit 1 Aug 2026.

GPU compute price indices over MCP; every value carries a verify URL. Five key-free tools.

Installs per day peak 67 · avg 23 · -20% w/w
a month agotoday
113
Installs / week
pypi · flopsindex-mcp
1
Stars
0 open issues
1 Aug 2026
Last commit
0 releases in 90 days
Apache-2.0
License
Python

What the code does

We read the source, 53 min ago · rules 3dff92dd89df

Capabilities

What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.

File ships in the package but is absent from the source [пакет] flopsindex_mcp/__init__.py:1, [пакет] flopsindex_mcp/server.py:1
этот файл ставится пользователю, но в репозитории его нет

Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.

This code can reach further than it looks

We found places where it runs commands, builds paths or queries from values it is given. None of that is a flaw by itself — it becomes one when the code changes, and code changes quietly between releases. We re-read it on every one.

Three servers free · no card

Connect this server

This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.

run in your terminal
claude mcp add flopsindex-mcp -- uvx flopsindex-mcp
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "flopsindex-mcp": {
      "args": [
        "flopsindex-mcp"
      ],
      "command": "uvx"
    }
  }
}
~/.codex/config.toml
[mcp_servers.flopsindex-mcp]
command = "uvx"
args = ["flopsindex-mcp"]
.cursor/mcp.json
{
  "mcpServers": {
    "flopsindex-mcp": {
      "args": [
        "flopsindex-mcp"
      ],
      "command": "uvx"
    }
  }
}
.vscode/mcp.json
{
  "mcpServers": {
    "flopsindex-mcp": {
      "args": [
        "flopsindex-mcp"
      ],
      "command": "uvx"
    }
  }
}

This one needs environment variables set before it will start: FLOPS_API_KEY (Optional API key that upgrades the five public tools (list_indices, search_indices, get_price, get_index, verify) to full-precision values. Without it the tools work key-free and return the delayed public price. Forwarded as the X-FLOPS-Api-Key header. A partner tier with higher fidelity and expanded coverage is available — contact [email protected].). The author declared them in the registry entry; get the values from the project itself.

Alternatives to FLOPS Compute Intelligence

same job, measured the same way
Lead Intelligence
by timzinin-api

Pay-per-call lead intelligence tools with free MCP discovery and x402 payments.

8 tools answering
Mythic Index
by wizkid17

MTG card prices, deck analysis, and investment intelligence — 19 tools over the Mythic Index API.

85 installs/wk local only
Soko MCP
by gabrielmahia

📊 soko-mcp — Kenya Commodity Price Intelligence MCP Server

90 installs/wk local only
ShippingRates MCP Server
by vinaybhosle

Ocean shipping intelligence: D&D, freight rates, vessel schedules, port data. 24 tools, 6 carriers.

26 tools answering
Offers MCP
by dexter-works

Deep purchase intelligence for agents and apps: live prices, landed cost, trust scores. Free.

2 tools answering
Verbaterm Policy Intelligence
by tensorswillflow

Judged, citation-checked policy corpus over MCP. Keyless public reads; API key for AI tools.

7 tools answering
AirTreks MCP
by airtreks

Multi-city flight routing intelligence — plan RTW trips, validate alliances, get carrier picks.

92 installs/wk 11 tools answering
AirTreks MCP
by sekeener

Multi-city flight routing intelligence — plan RTW trips, validate alliances, get carrier picks.

11 tools answering

FLOPS Compute Intelligence — questions

Answers built from our own checks of this server.

Why is there no uptime for FLOPS Compute Intelligence?
FLOPS Compute Intelligence runs on your own machine over stdio — there is no network address to reach, so uptime cannot be measured for it by anyone. What can be measured is adoption: the pypi package flopsindex-mcp was installed 113 times last week.
How do I connect FLOPS Compute Intelligence?
Copy the ready config from this page — we generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each with the file path that client actually reads. It runs locally, so the command pulls flopsindex-mcp straight from pypi; nothing to host, nothing to sign up for.
How many people use FLOPS Compute Intelligence?
The pypi package flopsindex-mcp was installed 113 times in the last week. Week over week that is -20%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.
Is FLOPS Compute Intelligence open source?
Yes — it is published under the Apache-2.0 licence, written in Python and 1 stars on GitHub. The source link is on this page, so you can read exactly what it does with your data before you connect it.