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RyRank MCP Server

local only

RyRank runs on your own machine — the client starts it, so there is no endpoint to ping. 87 installs a week from pypi. Last commit 4 Sep 2026.

Cohere-compatible pay-per-call reranker, no signup, x402/USDC

Installs per day peak 24 · avg 12 · -6% w/w
a month agotoday
87
Installs / week
pypi · ryrank-mcp
0
Stars
0 open issues
4 Sep 2026
Last commit
from GitHub
MIT
License
Python

Nothing serious here today

Today is the operative word: we check RyRank every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.

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 ryrank -e 'RYRANK_API=<RYRANK_API>' -- uvx ryrank-mcp
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "ryrank": {
      "command": "uvx",
      "args": [
        "ryrank-mcp"
      ],
      "env": {
        "RYRANK_API": "<RYRANK_API>"
      }
    }
  }
}
~/.codex/config.toml
[mcp_servers.ryrank]
command = "uvx"
args = ["ryrank-mcp"]
env = { RYRANK_API = "<RYRANK_API>" }
.cursor/mcp.json
{
  "mcpServers": {
    "ryrank": {
      "command": "uvx",
      "args": [
        "ryrank-mcp"
      ],
      "env": {
        "RYRANK_API": "<RYRANK_API>"
      }
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "ryrank": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "ryrank-mcp"
      ],
      "env": {
        "RYRANK_API": "<RYRANK_API>"
      }
    }
  }
}

Put your own value in place of <RYRANK_API> (Base URL of the hosted RyRank API (default https://trigeochiral.com)). The author’s registry entry marks it as required.

Optional settings from the registry entry, left out of the block above: RYRANK_XPAYMENT (Optional base64 x402 X-PAYMENT payload for paid calls past the free tier).

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RyRank — questions

Answers built from our own checks of this server.

Why is there no uptime for RyRank?
RyRank 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 ryrank-mcp was installed 87 times last week.
How do I connect RyRank?
Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It runs locally, so the command pulls ryrank-mcp straight from pypi; nothing to host, nothing to sign up for.
How many people use RyRank?
The pypi package ryrank-mcp was installed 87 times in the last week. Week over week that is -6%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.
Is RyRank open source?
Yes — it is published under the MIT licence, written in Python and 0 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.