GTFS Scorecard MCP Server

by chelseakr Your server? Claim it

local only

GTFS Scorecard runs on your own machine — the client starts it, so there is no endpoint to ping. 60 installs a week from pypi. Last commit 2 Nov 2026.

Read-only GTFS transit feed scorecards: grades, plain-language fixes, and history.

Installs per day peak 266 · avg 19 · -25% w/w

a month agotoday

Installs / week

pypi · gtfs-scorecard

Stars

24 open issues

2 Nov 2026

Last commit

from GitHub

Apache-2.0

License

HTML

What the code does

We read the source, 22 h ago · rules 995398eba69f

Evidence

Things with no honest explanation: a promise that contradicts the code, code that runs at install time while hiding what it does, data leaving the machine.

Claims read-only, but the code runs commands pipeline/src/scorecard_pipeline/rescore.py:288, pipeline/src/scorecard_pipeline/validate.py:345, [пакет] src/scorecard_pipeline/rescore.py:288 и ещё 1

        process = subprocess.Popen(  # noqa: S603

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.

Builds a database query by concatenation pipeline/src/scorecard_pipeline/anomaly.py:114, [пакет] src/scorecard_pipeline/anomaly.py:114, [пакет] src/scorecard_pipeline/site_shell.py:507 и ещё 1

    overshoot = actual_drop - expected_drop
    if overshoot <= EXPIRY_SLACK_DAYS + EXPIRY_REGRESSION_POINTS:

Runs an external command pipeline/src/scorecard_pipeline/rescore.py:288, pipeline/src/scorecard_pipeline/validate.py:345, [пакет] src/scorecard_pipeline/rescore.py:288 и ещё 1

        process = subprocess.Popen(  # noqa: S603

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

We found things in this code

Code changes quietly between releases, and nobody reads the diff of a dependency. We do, on every release — watch GTFS Scorecard and you get told the day something new turns up.

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.

Claude Code Claude Desktop Codex Cursor VS Code

run in your terminal

claude mcp add gtfs-scorecard -- uvx gtfs-scorecard

~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "gtfs-scorecard": {
      "command": "uvx",
      "args": [
        "gtfs-scorecard"
      ]
    }
  }
}

~/.codex/config.toml

[mcp_servers.gtfs-scorecard]
command = "uvx"
args = ["gtfs-scorecard"]

.cursor/mcp.json

{
  "mcpServers": {
    "gtfs-scorecard": {
      "command": "uvx",
      "args": [
        "gtfs-scorecard"
      ]
    }
  }
}

.vscode/mcp.json

{
  "servers": {
    "gtfs-scorecard": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "gtfs-scorecard"
      ]
    }
  }
}

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GTFS Scorecard — questions

Answers built from our own checks of this server.

Why is there no uptime for GTFS Scorecard?

GTFS Scorecard 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 gtfs-scorecard was installed 60 times last week.

How do I connect GTFS Scorecard?

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 gtfs-scorecard straight from pypi; nothing to host, nothing to sign up for.

How many people use GTFS Scorecard?

The pypi package gtfs-scorecard was installed 60 times in the last week. Week over week that is -25%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.

Is GTFS Scorecard open source?

Yes — it is published under the Apache-2.0 licence, written in HTML, 1 stars on GitHub and 24 open issues. The source link is on this page, so you can read exactly what it does with your data before you connect it.